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*Unverified author*

R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Wed, 09 Feb 2022 12:46:36 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2022/Feb/09/t164440724403wten6ep1m30ib.htm/, Retrieved Wed, 15 May 2024 19:23:02 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=319637, Retrieved Wed, 15 May 2024 19:23:02 +0000

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Estimated Impact

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Multiple Regression] [] [2022-02-09 11:46:36] [d41d8cd98f00b204e9800998ecf8427e] [Current]

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Dataseries X:

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Histogram

Boxplots

-0.0184	0.15	0.0225	0.003375	0.00050625	7.59375E-05	1.13906E-05	0	0	0	0
0.2944	0.153	0.023409	0.003581577	0.000547981	8.38411E-05	1.28277E-05	0	0	0	0
0.4048	0.158	0.024964	0.003944312	0.000623201	9.84658E-05	1.55576E-05	0.15	0.0225	0.003375	0.00050625
0.4784	0.163	0.026569	0.004330747	0.000705912	0.000115064	1.87554E-05	0.300692308	0.090415864	0.027187355	0.008175028
0.506	0.168	0.028224	0.004741632	0.000796594	0.000133828	2.24831E-05	0.454030769	0.206143939	0.093595691	0.042495324
0.598	0.195	0.038025	0.007414875	0.001445901	0.000281951	5.49804E-05	0.609938462	0.372024927	0.226912312	0.138402546
0.5888	0.227	0.051529	0.011697083	0.002655238	0.000602739	0.000136822	0.768338462	0.590343991	0.453583994	0.348506028
0.5888	0.258	0.066564	0.017173512	0.004430766	0.001143138	0.00029493	0.951153846	0.904693639	0.860502834	0.818470581
0.7912	0.412	0.169744	0.069934528	0.028813026	0.011870967	0.004890838	1.162969231	1.352497432	1.572912898	1.829249303
0.8832	0.483	0.233289	0.112678587	0.054423758	0.026286675	0.012696464	1.402292308	1.966423716	2.757500851	3.866822232
0.9476	0.568	0.322624	0.183250432	0.104086245	0.059120987	0.033580721	1.791646154	3.209995941	5.751176881	10.30407394
0.9844	0.605	0.366025	0.221445125	0.133974301	0.081054452	0.049037943	2.245661538	5.042995745	11.32486158	25.43180609
0.9844	0.637	0.405769	0.258474853	0.164648481	0.104881083	0.06680925	2.777246154	7.713096199	21.42116675	59.49185298
1.0212	0.667	0.444889	0.296740963	0.197926222	0.13201679	0.088055199	3.337092308	11.13618507	37.16247753	124.0146179
1.0856	0.703	0.494209	0.347428927	0.244242536	0.171702503	0.120706859	3.919630769	15.36350537	60.21926836	236.0372972
1.0856	0.799	0.638401	0.510082399	0.407555837	0.325637114	0.260184054	4.522369231	20.45182346	92.49069713	418.2770828
1.1776	0.845	0.714025	0.603351125	0.509831701	0.430807787	0.36403258	5.150846154	26.5312161	136.6582124	703.9054278
1.1868	0.892	0.795664	0.709732288	0.633081201	0.564708431	0.503719921	5.864507692	34.39245047	201.6947904	1182.84065
1.1776	0.947	0.896809	0.849278123	0.804266382	0.761640264	0.72127333	6.611876923	43.71691645	289.050871	1911.168784
1.2512	0.984	0.968256	0.952763904	0.937519682	0.922519367	0.907759057	7.393246154	54.66008869	404.1154905	2987.725296
1.288	1.088	1.183744	1.287913472	1.401249858	1.524559845	1.658721111	8.215892308	67.50088641	554.5800134	4556.369666
1.3432	1.137	1.292769	1.469878353	1.671251687	1.900213169	2.160542373	9.060969231	82.1011634	743.9161154	6740.601032
1.3892	1.184	1.401856	1.659797504	1.965200245	2.32679709	2.754927754	9.994907692	99.89817978	998.4730855	9979.646323
1.4076	1.234	1.522756	1.879080904	2.318785836	2.861381721	3.530945044	10.96110769	120.1458818	1316.93195	14435.03292
1.4812	1.325	1.755625	2.326203125	3.082219141	4.083940361	5.411220979	11.95681538	142.9654341	1709.411302	20439.11536
1.472	1.372	1.882384	2.582630848	3.543369523	4.861502986	6.669982097	12.98430769	168.5922462	2189.0536	28423.3455
1.4904	1.415	2.002225	2.833148375	4.008904951	5.672600505	8.026729715	14.08381538	198.3538558	2793.579086	39344.25211
1.564	1.456	2.119936	3.086626816	4.494128644	6.543451306	9.527265101	15.20993846	231.342228	3518.701051	53519.22646
1.5732	1.535	2.356225	3.616805375	5.551796251	8.522007245	13.08128112	16.35795385	267.582654	4377.104705	71600.47674
1.61	1.57	2.4649	3.869893	6.07573201	9.538899256	14.97607183	17.5252	307.132635	5382.560856	94330.45551
1.6836	1.606	2.579236	4.142253016	6.652458344	10.6838481	17.15826005	18.74904615	351.5267317	6590.790917	123571.0431
1.7112	1.642	2.696164	4.427101288	7.269300315	11.93619112	19.59922581	19.98427692	399.3713241	7981.147137	159497.4545
1.6744	1.674	2.802276	4.691010024	7.85275078	13.14550481	22.00557505	21.23135385	450.7703861	9570.465572	203193.941
1.7848	1.739	3.024121	5.258946419	9.145307823	15.9036903	27.65651744	22.48972308	505.7876441	11375.02405	255821.1409
1.794	1.768	3.125824	5.526456832	9.770775679	17.2747314	30.54172512	23.75483077	564.2919849	13404.66061	318425.4442
1.8768	1.796	3.225616	5.793206336	10.40459858	18.68665905	33.56123965	25.05918462	627.9627336	15736.23407	394337.1948
1.8952	1.825	3.330625	6.078390625	11.09306289	20.24483978	36.94683259	26.36578462	695.1545984	18328.29642	483239.9157
1.932	1.876	3.519376	6.602349376	12.38600743	23.23614994	43.59101728	27.67318462	765.8051468	21192.26721	586457.5228
1.9872	1.901	3.613801	6.869835701	13.05955767	24.82621913	47.19464256	28.98195385	839.9536487	24343.49788	705522.132
1.978	1.926	3.709476	7.144450776	13.76021219	26.50216869	51.04317689	30.31364615	918.9171431	27855.72912	844408.716
1.9872	1.949	3.798601	7.403473349	14.42936956	28.12284127	54.81141763	31.64147692	1001.183062	31678.91075	1002367.523
2.0976	1.995	3.980025	7.940149875	15.840599	31.60199501	63.04598004	32.96506154	1086.695282	35822.97685	1180906.636
2.0884	2.018	4.072324	8.217949832	16.58382276	33.46615433	67.53469944	34.28201538	1175.256579	40290.16412	1381228.026
2.1712	2.038	4.153444	8.464718872	17.25109706	35.15773581	71.65146558	35.61498462	1268.427129	45175.01269	1608907.382
2.1804	2.062	4.251844	8.767302328	18.0781774	37.2772018	76.86559011	36.94026154	1364.582923	50408.05005	1862086.552
2.1896	2.085	4.347225	9.063964125	18.8983652	39.40309144	82.15544566	38.25449231	1463.406182	55981.86052	2141557.653
2.2908	2.128	4.528384	9.636401152	20.50626165	43.63732479	92.86022716	39.56136923	1565.101935	61917.57555	2449544.068
2.2908	2.151	4.626801	9.952248951	21.40728749	46.0470754	99.04725918	40.85952308	1669.500626	68214.99936	2787232.34
2.2908	2.172	4.717584	10.24659245	22.2555988	48.33916059	104.9926568	42.1686	1778.190826	74983.81766	3161962.614
2.392	2.193	4.809249	10.54668306	23.12887594	50.72162495	111.2325235	43.46793846	1889.461674	82131.00378	3570065.418
2.392	2.24	5.0176	11.239424	25.17630976	56.39493386	126.3246519	44.75518462	2003.02655	89645.82303	4012115.36
2.4656	2.26	5.1076	11.543176	26.08757776	58.95792574	133.2449122	46.03001538	2118.762316	97526.66202	4489153.753
2.484	2.282	5.207524	11.88356977	27.11830621	61.88397477	141.2192304	47.31810769	2239.003316	105945.4	5013135.847
2.5024	2.302	5.299204	12.19876761	28.08156303	64.6437581	148.8099312	48.59173846	2361.157047	114732.7257	5575062.599
2.5852	2.34	5.4756	12.812904	29.98219536	70.15833714	164.1705089	49.8526	2485.281727	123897.7558	6176625.261
2.5852	2.361	5.574321	13.16097188	31.07305461	73.36348194	173.2111809	51.09835385	2611.041766	133419.9361	6817539.103
2.5852	2.381	5.669161	13.49827234	32.13938644	76.52387912	182.2033562	52.34669231	2740.176196	143439.1602	7508565.583
2.6956	2.399	5.755201	13.8067272	33.12233855	79.46049018	190.6257159	53.58003077	2870.819697	153818.6077	8241605.734
2.6956	2.42	5.8564	14.172488	34.29742096	82.99975872	200.8594161	54.79704615	3002.716267	164539.9819	9016304.981
2.76	2.456	6.031936	14.81443482	36.38425191	89.35972269	219.4674789	55.99543077	3135.488267	175573.0162	9831286.673
2.7968	2.474	6.120676	15.14255242	37.4626747	92.6826572	229.2968939	57.17790769	3269.313128	186932.4843	10688408.33
2.7876	2.491	6.205081	15.45685677	38.50303022	95.91104827	238.9144212	58.35915385	3405.790838	198759.0715	11599411.23
2.8244	2.506	6.280036	15.73777022	39.43885216	98.83376352	247.6774114	59.52061538	3542.703656	210863.9017	12550749.19
2.8704	2.537	6.436369	16.32906815	41.4268459	105.0999081	266.6384667	60.66101538	3679.758787	223217.9044	13540624.73
2.8704	2.551	6.507601	16.60089015	42.34887078	108.0319693	275.5895538	61.77809231	3816.532689	235778.1088	14565921.77
2.9716	2.564	6.574096	16.85598214	43.21873822	110.8128448	284.124134	62.88761538	3954.852169	248711.2221	15640855.68
2.99	2.579	6.651241	17.15355054	44.23900684	114.0923986	294.2442961	63.97210769	4092.430563	261801.4087	16747987.91
3.0544	2.603	6.775609	17.63691023	45.90887732	119.5008077	311.0606024	65.03035385	4228.946921	275009.9147	17883992.06
3.082	2.616	6.843456	17.9024809	46.83289002	122.5148403	320.4988222	66.06646154	4364.77734	288365.3943	19051281.23
3.082	2.627	6.901129	18.12926588	47.62558147	125.1124025	328.6702815	67.08924615	4500.966949	301966.4796	20258703.48
3.128	2.637	6.953769	18.33708885	48.35490331	127.51188	336.2488276	68.08741538	4635.896134	315646.1857	21491532.96
3.174	2.647	7.006609	18.54649402	49.09256968	129.9480319	343.9724405	69.05884615	4769.124232	329350.2166	22744545.94
3.1924	2.667	7.112889	18.97007496	50.59318993	134.9320375	359.8637441	70.00244615	4900.342468	343035.9597	24013356.3
3.2936	2.676	7.160976	19.16277178	51.27957727	137.2241488	367.2118221	70.91847692	5029.430369	356679.5416	25295169.84
3.266	2.686	7.214596	19.37840486	52.05039544	139.8073622	375.5225748	71.81727692	5157.721265	370413.4964	26602088.64
3.2936	2.695	7.263025	19.57385238	52.75153215	142.1653791	383.1356968	72.68801538	5283.547581	384050.5878	27915875.04
3.3948	2.711	7.349521	19.92455143	54.01545893	146.4359092	396.9877497	73.53392308	5407.237843	397615.4116	29238221.09
3.3856	2.72	7.3984	20.123648	54.73632256	148.8827974	404.9612088	74.35493846	5528.656874	411082.9416	30566046.83
3.4132	2.727	7.436529	20.27941458	55.30196357	150.8084546	411.2546558	75.15923077	5648.90997	424567.728	31910183.85
3.496	2.734	7.474756	20.4359829	55.87197726	152.7539858	417.6293973	75.94012308	5766.902293	437939.2699	33257162.06
3.4684	2.748	7.551504	20.75153299	57.02521266	156.7052844	430.6261215	76.69596923	5882.271696	451146.529	34601120.31
3.5696	2.754	7.584516	20.88775706	57.52488295	158.4235277	436.2983952	77.42712308	5994.959388	464172.4584	35939538.06
3.588	2.762	7.628644	21.07031473	58.19620928	160.73793	443.9581627	78.14103077	6106.02069	477130.7506	37283488.66
3.588	2.768	7.661824	21.20792883	58.70354701	162.4914181	449.7762453	78.83095385	6214.319284	489880.7167	38617764.17
3.6432	2.774	7.695076	21.34614082	59.21419465	164.2601759	455.6577281	79.49950769	6320.171723	502450.5405	39944570.61
3.68	2.786	7.761796	21.62436366	60.24547715	167.8438993	467.6131035	80.14529231	6423.267879	514794.6817	41258370.25
3.7076	2.79	7.7841	21.717639	60.59221281	169.0522737	471.6558437	80.76906154	6523.641302	526908.3858	42557895.83
3.7628	2.796	7.817616	21.85805434	61.11511992	170.8778753	477.7745394	81.37729231	6622.263703	538901.8891	43854376.56
3.7996	2.802	7.851204	21.99907361	61.64140425	172.7192147	483.9592396	81.9634	6717.99894	550630.0343	45131509.75
3.8824	2.812	7.907344	22.23545133	62.52608913	175.8233626	494.4152958	82.53007692	6811.213597	562129.9821	46392630.66
3.8824	2.817	7.935489	22.35427251	62.97198567	177.3920836	499.7134996	83.07795385	6901.946415	573399.5857	47636864.32
3.9744	2.826	7.986276	22.56921598	63.78060435	180.2439879	509.3695098	83.61170769	6990.917663	584522.5642	48872929.77
4.0756	2.85	8.1225	23.149125	65.97500625	188.0287678	535.8819883	84.12758462	7077.450493	595408.8152	50090305.48
4.1032	2.851	8.128201	23.17350105	66.0676515	188.3588744	537.011151	84.63023077	7162.27596	606145.0673	51298196.93
4.278	2.867	8.219689	23.56584836	67.56328726	193.7039446	555.3492091	85.13516923	7247.99704	617059.4546	52533461.09
4.2964	2.872	8.248384	23.68935885	68.03583861	195.3989285	561.1857226	85.61966154	7330.726442	627654.3168	53739550.17
4.3884	2.885	8.323225	24.01250413	69.2760744	199.8614746	576.6003544	86.09990769	7413.194105	638275.3281	54955446.83
4.4712	2.887	8.334769	24.0624781	69.46837428	200.5551966	579.0028525	86.5652	7493.533851	648679.2565	56153049.58
4.4896	2.894	8.375236	24.23793298	70.14457806	202.9984089	587.4773953	87.02401538	7573.179254	659048.4679	57353044.01
4.5816	2.9	8.41	24.389	70.7281	205.11149	594.823321	87.46570769	7650.250022	669134.5322	58526325.4
4.5816	2.904	8.433216	24.49005926	71.1191321	206.5299596	599.7630028	87.89573846	7725.66084	679052.6646	59685835.41
4.6184	2.906	8.444836	24.54069342	71.31525507	207.2421312	602.2456333	88.314	7799.362596	688792.9083	60830056.9
4.692	2.913	8.485569	24.7184625	72.00488125	209.7502191	611.0023882	88.71884615	7871.033663	698309.0246	61953170.92
4.692	2.915	8.497225	24.76941088	72.2028327	210.4712573	613.5237151	89.10864615	7940.350819	707553.9115	63049171.13
4.7748	2.918	8.514724	24.84596463	72.5005248	211.5565314	617.3219585	89.48881538	8008.248079	716648.6339	64132037.29
4.784	2.922	8.538084	24.94828145	72.89887839	213.0105227	622.4167472	89.85503077	8073.926555	725482.919	65188290.01
4.8576	2.927	8.567329	25.07657198	73.39912619	214.8392424	628.8344624	90.20864615	8137.599841	734081.8646	66220531.17
4.876	2.93	8.5849	25.153757	73.70050801	215.9424885	632.7114912	90.551	8199.483601	742471.4396	67231531.32
4.8944	2.933	8.602489	25.23110024	74.002817	217.0502622	636.6084192	90.88338462	8259.789599	750677.635	68224124.22
4.9128	2.935	8.614225	25.28275038	74.20487235	217.7913003	639.2174665	91.20443077	8318.248192	758661.0913	69193252.98
4.9864	2.941	8.649481	25.43812362	74.81352157	220.0265669	647.0981334	91.51444615	8374.893855	766423.7727	70138847.08
4.9864	2.943	8.661249	25.49005581	75.01723424	220.7757204	649.742945	91.81269231	8429.570469	773941.5597	71057658.29
5.0692	2.945	8.673025	25.54205863	75.22136265	221.526913	652.3967588	92.10350769	8483.056129	781319.2255	71962241.29
5.0876	2.949	8.696601	25.64627635	75.63086895	223.0354325	657.7314906	92.38315385	8534.647115	788457.6174	72840201.37
5.0784	2.951	8.708401	25.69849135	75.83624798	223.7927678	660.4124577	92.65226154	8584.441568	795367.9253	73692637.04
5.1888	2.955	8.732025	25.80313388	76.2482606	225.3136101	665.8017178	92.91315385	8632.854158	802105.7065	74526170.91
5.1796	2.958	8.749764	25.88180191	76.55837006	226.4596586	669.8676702	93.16409231	8679.548096	808622.22	75334555.14
5.2164	2.958	8.749764	25.88180191	76.55837006	226.4596586	669.8676702	93.40736923	8724.936627	814973.377	76124519.14
5.29	2.96	8.7616	25.934336	76.76563456	227.2262783	672.5897838	93.64264615	8768.945179	821147.2305	76894399.55
5.29	2.965	8.791225	26.06598213	77.285637	229.1519137	679.4354241	93.86718462	8811.048348	827068.3019	77634572.98
5.382	2.966	8.797156	26.0923647	77.38995369	229.5386026	680.8114954	94.08332308	8851.671681	832794.6866	78352091.55
5.382	2.97	8.8209	26.198073	77.80827681	231.0905821	686.3390289	94.29433846	8891.422266	838410.7805	79057389.91
5.3912	2.971	8.826841	26.22454461	77.91312204	231.4798856	687.7267401	94.49673846	8929.63358	843821.249	79738355.87
5.4832	2.974	8.844676	26.30406642	78.22829354	232.650945	691.9039104	94.69383077	8966.921586	849112.1552	80405682.73
5.4924	2.975	8.850625	26.33060938	78.33356289	233.0423496	693.3009901	94.88286154	9002.757414	854207.3852	81049641.05
5.5292	2.976	8.856576	26.35717018	78.43893844	233.4342808	694.7004197	95.06609231	9037.561907	859165.6945	81677525.22
5.5844	2.98	8.8804	26.463592	78.86150416	235.0072824	700.3217015	95.2418	9071.000467	863938.4123	82283049.48
5.5844	2.988	8.928144	26.67729427	79.71175528	238.1787248	711.6780297	95.41052308	9103.167914	868538.0123	82867666.07
5.6764	3.001	9.006001	27.027009	81.10805401	243.4052701	730.4592155	95.57552308	9134.680611	873051.8776	83442389.87
5.6856	3.01	9.0601	27.270901	82.08541201	247.0770902	743.7020414	95.741	9166.339081	877594.47	84021772.15
5.6948	3.02	9.1204	27.543608	83.18169616	251.2087224	758.6503417	95.91206154	9199.123549	882306.9039	84623874.06
5.7592	3.027	9.162729	27.73558068	83.95560273	254.1336095	769.2624358	96.08498462	9232.324269	887087.7353	85235811.4
5.7684	3.046	9.278116	28.26114134	86.08343651	262.2101476	798.6921096	96.26084615	9266.150502	891967.4879	85861545.13
5.8052	3.053	9.320809	28.45642988	86.87748041	265.2369477	809.7684013	96.43669231	9300.035623	896864.6738	86490662.59
5.8788	3.061	9.369721	28.68071598	87.79167162	268.7303068	822.5834692	96.62464615	9336.322244	902118.8332	87166913.05
5.8788	3.07	9.4249	28.934443	88.82874001	272.7042318	837.2019917	96.81278462	9372.715265	907398.6642	87847791.44
5.9708	3.084	9.511056	29.3320967	90.46018624	278.9792143	860.3718971	97.0022	9409.426805	912735.1008	88537312.8
5.9892	3.092	9.560464	29.56095469	91.4024719	282.6164431	873.8500421	97.19393846	9446.661674	918158.2534	89239416.78
5.98	3.098	9.597604	29.73337719	92.11400254	285.3691799	884.0737192	97.39301538	9485.399446	923811.6541	89972802.64
6.0444	3.103	9.628609	29.87757373	92.71011127	287.6794753	892.6694118	97.59336923	9524.465718	929524.6995	90715447.21
6.0904	3.11	9.6721	30.080231	93.54951841	290.9390023	904.820297	97.79318462	9563.506957	935245.8014	91460665.32
6.1456	3.121	9.740641	30.40054056	94.88008709	296.1207518	924.1928664	97.99150769	9602.33558	940947.3408	92204848.59
6.2008	3.126	9.771876	30.54688438	95.48956056	298.5003663	933.1121451	98.19041538	9641.357673	946688.9148	92955777.79
6.1916	3.132	9.809424	30.72311597	96.22479921	301.3760711	943.9098548	98.39393846	9681.367126	952587.8412	93728869.43
6.1732	3.135	9.828225	30.81148538	96.59400665	302.8222108	949.347631	98.59615385	9721.201553	958473.0839	94501759.64
6.2928	3.143	9.878449	31.04796521	97.58375465	306.7057409	963.9761435	98.79812308	9761.069124	964375.3086	95278470.43
6.2744	3.147	9.903609	31.16665752	98.08147122	308.6623899	971.3605412	98.99686154	9800.378594	970206.7227	96047420.59
6.3664	3.15	9.9225	31.255875	98.45600625	310.1364197	976.929722	99.19743077	9840.130271	976115.6413	96828163.75
6.3848	3.153	9.941409	31.34526258	98.83161291	311.6160755	982.525486	99.39592308	9879.549524	981986.9446	97605498.8
6.4216	3.158	9.972964	31.49462031	99.46001095	314.0947146	991.9111086	99.59136923	9918.440825	987791.1024	98375468.4
6.4768	3.161	9.991921	31.58446228	99.83848527	315.5894519	997.5782576	99.78384615	9956.815953	993529.3913	99138183.93
6.486	3.165	10.017225	31.70451713	100.3447967	317.5912816	1005.176406	99.9754	9995.080605	999262.1815	99901636.3
6.486	3.167	10.029889	31.76465846	100.5986734	318.5959985	1008.993527	100.1640462	10032.83614	1004929.462	100657801.1
6.5872	3.169	10.042561	31.82487581	100.8530314	319.6032566	1012.82272	100.3509231	10070.30776	1010564.68	101411098.4
6.5596	3.174	10.074276	31.97575202	101.4910369	322.1325512	1022.448718	100.5340308	10107.09134	1016106.632	102153295.4
6.6608	3.174	10.074276	31.97575202	101.4910369	322.1325512	1022.448718	100.7134308	10143.19514	1021555.981	102884407.6
6.67	3.177	10.093329	32.06650623	101.8752903	323.6577973	1028.260822	100.8921846	10179.23292	1027005.047	103616782.8
6.6792	3.179	10.106041	32.12710434	102.1320647	324.6778337	1032.150833	101.0653692	10214.20886	1032302.79	104330062.6
6.7896	3.182	10.125124	32.21814457	102.518136	326.2127088	1038.008839	101.2360615	10248.74016	1037542.089	105036674.8
6.7804	3.185	10.144225	32.30935663	102.9053009	327.7533832	1043.894526	101.4033538	10282.64017	1042694.2	105732688.9
6.7896	3.186	10.150596	32.33979886	103.0345992	328.2682329	1045.86259	101.5685846	10316.17738	1047799.535	106423515.8
6.8632	3.188	10.163344	32.40074067	103.2935613	329.2998733	1049.807996	101.7317231	10349.34348	1052856.545	107108910.5
6.8724	3.193	10.195249	32.55343006	103.9431022	331.8903252	1059.725808	101.8909692	10381.76961	1057808.568	107781140.3
6.9644	3.194	10.201636	32.58402538	104.0733771	332.4103664	1061.71871	102.0473846	10413.66871	1062687.656	108444495.9
7.0012	3.196	10.214416	32.64527354	104.3342942	333.4524043	1065.713884	102.2041385	10445.68592	1067592.33	109112354.3
7.0012	3.198	10.227204	32.70659839	104.5957017	334.4970539	1069.721578	102.3571846	10476.99324	1072395.532	109767387.4
7.0196	3.199	10.233601	32.7372896	104.7265894	335.0203596	1071.73013	102.5076154	10507.81121	1077130.67	110414096.5
7.0932	3.204	10.265616	32.89103366	105.3828719	337.6467214	1081.820095	102.6554923	10538.1501	1081798.987	111052607.5
7.084	3.205	10.272025	32.92184013	105.5144976	338.1739648	1083.847557	102.7998462	10567.80837	1086369.075	111678573.7
7.1668	3.207	10.284849	32.98351074	105.778119	339.2304275	1087.911981	102.9446923	10597.60967	1090967.667	112309330.8
7.1944	3.209	10.297681	33.04525833	106.042234	340.2895288	1091.989098	103.0860615	10626.73608	1095468.37	112927519.8
7.2496	3.212	10.316944	33.13802413	106.4393335	341.8831392	1098.128643	103.2249692	10655.39427	1099902.746	113537427.1
7.2772	3.215	10.336225	33.23096338	106.8375473	343.4827144	1104.296927	103.3614308	10683.58537	1104270.67	114138996.4
7.2772	3.218	10.355524	33.32407623	107.2368773	345.0882712	1110.494057	103.4964769	10711.52074	1108604.659	114736676.5
7.3048	3.219	10.361961	33.35515246	107.3702358	345.6247889	1112.566196	103.6301385	10739.2056	1112905.363	115330536.9
7.3784	3.224	10.394176	33.51082342	108.0388947	348.3173966	1122.975287	103.7624154	10766.63885	1117172.452	115920512
7.3692	3.226	10.407076	33.57322718	108.3072309	349.3991268	1127.161583	103.8913077	10793.40381	1121340.837	116497565.9
7.4796	3.228	10.419984	33.63570835	108.5760666	350.4835429	1131.360876	104.0208308	10820.33323	1125540.052	117079611.3
7.4704	3.231	10.439361	33.72957539	108.9802581	352.1152139	1137.684256	104.148	10846.8059	1129673.141	117653198.3
7.4796	3.233	10.452289	33.79225034	109.2503453	353.2063665	1141.916183	104.2728154	10872.82003	1133739.556	118218215.4
7.5808	3.237	10.478169	33.91783305	109.7920256	355.3967868	1150.419399	104.3962769	10898.58264	1137771.451	118779103.5
7.59	3.239	10.491121	33.98074092	110.0636198	356.4960647	1154.690753	104.5174	10923.8869	1141736.257	119331305.1
7.6084	3.24	10.4976	34.012224	110.1996058	357.0467227	1156.831381	104.6381846	10949.14968	1145699.146	119883878.7
7.682	3.247	10.543009	34.23315022	111.1550388	360.9204109	1171.908574	104.7566308	10973.95169	1149594.205	120427615.7
7.774	3.249	10.556001	34.29644725	111.4291571	362.0333315	1176.246294	104.8717538	10998.08475	1153388.437	120957868.3
7.7832	3.252	10.575504	34.39153901	111.8412849	363.7078583	1182.777955	104.9895385	11022.80319	1157279.019	121502190.1
7.8568	3.255	10.595025	34.48680638	112.2545548	365.3885757	1189.339814	105.1049077	11047.04162	1161098.29	122037128.6
7.8752	3.26	10.6276	34.645976	112.9458818	368.2035745	1200.343653	105.2189077	11071.01854	1164880.477	122567451.4
7.912	3.26	10.6276	34.645976	112.9458818	368.2035745	1200.343653	105.3315077	11094.72651	1168624.271	123092956.4
7.9764	3.265	10.660225	34.80563463	113.6403971	371.0358964	1211.432202	105.4447231	11118.58962	1172396.604	123623035.2
7.9672	3.267	10.673289	34.86963516	113.9190981	372.1736934	1215.891456	105.5534923	11141.53974	1176028.429	124133907.7
8.0592	3.268	10.679824	34.90166483	114.0586407	372.7436377	1218.126208	105.6628615	11164.64031	1179687.843	124649193.2
8.0684	3.271	10.699441	34.99787151	114.4780377	374.4576614	1224.85101	105.7697692	11187.24408	1183272.225	125154430.2
8.0868	3.273	10.712529	35.06210742	114.7582776	375.6038425	1229.351377	105.8732	11209.13448	1186746.936	125644695.8
8.1328	3.274	10.719076	35.09425482	114.8985903	376.1779846	1231.606722	105.9752	11230.74302	1190180.237	126129588.7
8.1788	3.279	10.751841	35.25528664	115.6020849	379.0592364	1242.935236	106.0748462	11251.87299	1193540.696	126604645.7
8.2156	3.28	10.7584	35.287552	115.7431706	379.6375994	1245.211326	106.1713077	11272.34658	1196799.777	127065797.4
8.28	3.282	10.771524	35.35214177	116.0257293	380.7964435	1249.773928	106.2687077	11293.03823	1200096.579	127532712.6
8.2892	3.285	10.791225	35.44917413	116.450537	382.540014	1256.643946	106.3631231	11313.11395	1203298.132	127986547.3
8.3812	3.289	10.817521	35.57882657	117.0187606	384.8747036	1265.8529	106.4556462	11332.8046	1206441.036	128432460.1
8.372	3.292	10.837264	35.67627309	117.446291	386.63319	1272.796461	106.5475385	11352.37795	1209567.926	128876485.2
8.3812	3.294	10.850436	35.74133618	117.7319614	387.8090808	1277.443112	106.6398615	11372.06007	1212714.911	129323750.2
8.4548	3.296	10.863616	35.80647834	118.0181526	388.987831	1282.103891	106.7316769	11391.65086	1215849.999	129769709.3
8.4824	3.298	10.876804	35.87169959	118.3048653	390.1694456	1286.778832	106.8220769	11410.95612	1218942.032	130209919.5
8.4824	3.301	10.896601	35.9696799	118.7359134	391.94725	1293.817872	106.9112462	11430.01455	1221997.1	130645232.7
8.51	3.303	10.909809	36.03509913	119.0239324	393.1360488	1298.528369	106.9992769	11448.84526	1225018.165	131076057.8
8.5652	3.305	10.923025	36.10059763	119.3124752	394.3277304	1303.253149	107.0872308	11467.67499	1228041.558	131507569.8
8.5744	3.308	10.942864	36.19899411	119.7462725	396.1206695	1310.367175	107.1741385	11486.29595	1231033.873	131934994.8
8.6756	3.312	10.969344	36.33046733	120.3265078	398.5213938	1319.902856	107.2600769	11504.7241	1233997.592	132358676.7
8.6756	3.316	10.995856	36.4622585	120.9088492	400.9337439	1329.496295	107.3461846	11523.20335	1236971.914	132784215.5
8.6756	3.318	11.009124	36.52827343	121.2008112	402.1442917	1334.31476	107.4334923	11541.95527	1239992.563	133216731.4
8.7492	3.319	11.015761	36.56131076	121.3469904	402.7506612	1336.729444	107.5220308	11560.9871	1243060.811	133656422.7
8.7768	3.324	11.048976	36.72679622	122.0798706	405.79349	1348.857561	107.6097846	11579.86574	1246106.859	134093290.7
8.7952	3.325	11.055625	36.75995313	122.2268441	406.4042568	1351.294154	107.6958462	11598.39528	1249098.994	134522773
8.8596	3.328	11.075584	36.85954355	122.6685609	408.2409708	1358.625951	107.7842615	11617.44704	1252177.95	134965075.6
8.878	3.331	11.095561	36.95931369	123.1114739	410.0843196	1365.990869	107.871	11636.15264	1255203.422	135400048.3
8.8872	3.332	11.102224	36.99261037	123.2593777	410.7002467	1368.453222	107.9580923	11654.94969	1258246.135	135837852.4
8.9792	3.334	11.115556	37.0592637	123.5555852	411.934321	1373.389026	108.0455692	11673.84503	1261307.231	136278657.8
8.9792	3.337	11.135569	37.15939375	124.000897	413.7909931	1380.820544	108.1314308	11692.40632	1264316.625	136712365.6
8.9884	3.339	11.148921	37.22624722	124.2984395	415.0324894	1385.793482	108.2167231	11710.85915	1267310.802	137144222.1
9.062	3.34	11.1556	37.259704	124.4474114	415.6543539	1388.285542	108.3024462	11729.41984	1270324.861	137579289.9
9.0896	3.345	11.189025	37.42728863	125.1942805	418.7748681	1400.801934	108.3875846	11747.8685	1273323.091	138012414.3
9.0988	3.346	11.195716	37.46086574	125.3440568	419.4012139	1403.316462	108.4711846	11765.99789	1276271.73	138438706.4
9.2	3.348	11.209104	37.52808019	125.6440125	420.6561538	1408.356803	108.5572308	11784.67235	1279311.396	138878502.5
9.1908	3.351	11.229201	37.62905255	126.0949551	422.5441945	1415.945596	108.6416923	11803.01731	1282299.775	139311217.6
9.2828	3.354	11.249316	37.73020586	126.5471105	424.4390085	1423.568435	108.7255846	11821.25275	1285272.616	139742016.6
9.2828	3.358	11.276164	37.86535871	127.1518746	426.9759948	1433.78539	108.8099231	11839.59936	1288265.896	140176113
9.2828	3.36	11.2896	37.933056	127.4550682	428.249029	1438.916737	108.8947077	11858.05736	1291279.69	140613524.4
9.3472	3.361	11.296321	37.96693488	127.6068681	428.8866838	1441.488144	108.9809077	11876.83824	1294348.612	141059286.6
9.384	3.364	11.316496	38.06869254	128.0630817	430.8042069	1449.225352	109.0664923	11895.49974	1297400.431	141502914.2
9.3748	3.367	11.336689	38.17063186	128.5205175	432.7285824	1456.997137	109.1505077	11913.83333	1300400.956	141939424.6
9.4024	3.368	11.343424	38.20465203	128.673268	433.3715668	1459.595437	109.2349538	11932.27514	1303421.524	142379190.1
9.476	3.37	11.3569	38.272753	128.9791776	434.6598285	1464.803622	109.3198154	11950.82204	1306461.659	142822147.3
9.4944	3.373	11.377129	38.37505612	129.4390643	436.5979638	1472.644932	109.4030769	11969.03324	1309449.064	143257756.7
9.5588	3.376	11.397376	38.47754138	129.9001797	438.5430066	1480.52119	109.4857385	11987.12693	1312419.444	143691212
9.5864	3.379	11.417641	38.58020894	130.362526	440.4949754	1488.432522	109.5688462	12005.33205	1315410.38	144127997.6
9.5772	3.381	11.431161	38.64875534	130.6714418	441.8001448	1493.726289	109.6523692	12023.64208	1318420.841	144567968.8
9.6508	3.382	11.437924	38.68305897	130.8261054	442.4538886	1496.379051	109.7362923	12042.05385	1321450.341	145011060.9
9.6784	3.386	11.464996	38.82047646	131.4461333	445.0766073	1507.029392	109.8196	12060.34454	1324462.214	145451910.5
9.6968	3.388	11.478544	38.88930707	131.7569724	446.3926224	1512.378205	109.9013077	12078.29743	1327420.683	145885268.9
9.7704	3.389	11.485321	38.92375287	131.9125985	447.0517962	1515.058537	109.9844462	12096.5784	1330435.475	146327208.9
9.798	3.392	11.505664	39.02721229	132.3803041	449.0339914	1523.123299	110.067	12114.74449	1333433.582	146767034
9.7796	3.394	11.519236	39.09628698	132.692798	450.3593565	1528.519656	110.1479538	12132.57174	1336377.952	147199296.9
9.8808	3.394	11.519236	39.09628698	132.692798	450.3593565	1528.519656	110.2293692	12150.51384	1339343.477	147634986.6
9.8716	3.397	11.539609	39.20005177	133.1625759	452.3532702	1536.644059	110.3102308	12168.34701	1342293.167	148068669
9.8808	3.4	11.56	39.304	133.6336	454.35424	1544.804416	110.3885385	12185.62942	1345153.822	148489564.5
9.9452	3.4	11.56	39.304	133.6336	454.35424	1544.804416	110.4673385	12203.03287	1348036.562	148914011.1
9.9912	3.404	11.587216	39.44288326	134.2635746	457.033208	1555.74104	110.5466154	12220.55417	1350940.902	149341944.3
10.0004	3.404	11.587216	39.44288326	134.2635746	457.033208	1555.74104	110.6233846	12237.53322	1353757.345	149757219.4
10.074	3.406	11.600836	39.51244742	134.5793959	458.3774224	1561.233501	110.7016769	12254.86127	1356633.693	150181624.8
10.074	3.408	11.614464	39.58209331	134.895774	459.7247978	1566.742111	110.7774462	12271.64258	1359421.225	150593211.5
10.1476	3.411	11.634921	39.68671553	135.3713867	461.7518	1575.03539	110.8528	12288.34327	1362197.259	151003380.3
10.1752	3.413	11.648569	39.756566	135.6891597	463.1071022	1580.58454	110.9277385	12304.96316	1364961.735	151412118.4
10.1752	3.414	11.655396	39.79152194	135.8482559	463.7859457	1583.365219	111.0032769	12321.72749	1367752.128	151824968.3
10.258	3.415	11.662225	39.82649838	136.007492	464.465585	1586.149973	111.0784154	12338.41436	1370531.516	152236469
10.2672	3.417	11.675889	39.89651271	136.3263839	465.8272539	1591.731727	111.1522	12354.81156	1373264.486	152641368.8
10.2672	3.419	11.689561	39.96660906	136.6458364	467.1921146	1597.32984	111.2246154	12370.91507	1375950.27	153039539.6
10.3224	3.419	11.689561	39.96660906	136.6458364	467.1921146	1597.32984	111.2967231	12386.96057	1378628.12	153436792.1
10.3592	3.42	11.6964	40.001688	136.805773	467.8757435	1600.135043	111.3685231	12402.94793	1381297.993	153833117.4
10.3684	3.423	11.716929	40.10704797	137.2864252	469.9314334	1608.575297	111.438	12418.42784	1383884.762	154217350.1
10.4696	3.425	11.730625	40.17739063	137.6075629	471.3059029	1614.222717	111.5062	12433.63264	1386427.128	154595220.6
10.4788	3.427	11.744329	40.24781548	137.9292637	472.6835866	1619.886651	111.5751385	12449.01152	1389000.184	154977887.9
10.4788	3.429	11.758041	40.31832259	138.2515282	474.0644901	1625.567136	111.6437846	12464.33464	1391565.492	155359638.1
10.5432	3.429	11.758041	40.31832259	138.2515282	474.0644901	1625.567136	111.7121846	12479.61219	1394124.741	155740720.5
10.5892	3.433	11.785489	40.45958374	138.897751	476.8359791	1636.977916	111.7803231	12494.84063	1396677.322	156121042.3
10.6076	3.433	11.785489	40.45958374	138.897751	476.8359791	1636.977916	111.8462	12509.57245	1399148.143	156489403
10.672	3.435	11.799225	40.53033788	139.2217106	478.2265759	1642.708288	111.9138615	12524.7124	1401688.93	156868420.8
10.6904	3.437	11.812969	40.60117445	139.5462366	479.6204152	1648.455367	111.9793077	12539.36535	1404149.451	157235683.4
10.6812	3.438	11.819844	40.63662367	139.7087122	480.3185525	1651.335183	112.0445846	12553.98894	1406606.476	157602638.3
10.7732	3.439	11.826721	40.67209352	139.8713296	481.0175025	1654.219191	112.1096923	12568.58311	1409059.985	157969281.4
10.7824	3.441	11.840481	40.74309512	140.1969903	482.4178437	1659.9998	112.1736308	12582.92344	1411472.208	158329962.3
10.7824	3.443	11.854249	40.81417931	140.5232194	483.8214442	1665.797233	112.2364154	12597.01294	1413843.577	158684735
10.8376	3.444	11.861136	40.84975238	140.6865472	484.5244686	1668.70227	112.2990769	12611.08268	1416212.944	159039406.3
10.8836	3.448	11.888704	40.99225139	141.3412828	487.3447431	1680.364674	112.3616154	12625.13261	1418580.295	159393973.5
10.9112	3.449	11.895601	41.02792785	141.5053232	488.0518595	1683.290864	112.4230308	12638.93785	1420907.699	159742749.9
10.9848	3.45	11.9025	41.063625	141.6695063	488.7597966	1686.221298	112.4863538	12653.1798	1423310.06	160102959.1
10.9756	3.453	11.923209	41.17084068	142.1629129	490.8885381	1695.038122	112.5485846	12667.1839	1425673.619	160457547.9
11.0676	3.454	11.930116	41.20662066	142.3276678	491.5997645	1697.985587	112.6097692	12680.96013	1427999.993	160806749.7
11.086	3.457	11.950849	41.31408499	142.8227918	493.7383913	1706.853619	112.6719231	12694.96225	1430365.81	161162066.5
11.0768	3.458	11.957764	41.34994791	142.9881199	494.4529185	1709.818192	112.7330154	12708.73276	1432693.765	161511888.3
11.1688	3.459	11.964681	41.38583158	143.1535914	495.1682728	1712.787055	112.7951077	12722.73632	1435062.413	161868019.5
11.1688	3.461	11.978521	41.45766118	143.4849653	496.6014651	1718.737671	112.8561692	12736.51493	1437394.285	162218812.6
11.178	3.463	11.992369	41.52957385	143.8169142	498.037974	1724.705504	112.9162308	12750.07517	1439690.43	162564416.9
11.2056	3.464	11.999296	41.56556134	143.9831045	498.757474	1727.69589	112.9763231	12763.64958	1441990.198	162910750.5
11.2884	3.466	12.013156	41.6375987	144.3159171	500.1989686	1733.689625	113.0364308	12777.23468	1444293.003	163257726.1
11.2792	3.468	12.027024	41.70971923	144.6493063	501.6437942	1739.700678	113.0955538	12790.6043	1446560.477	163599558.4
11.3804	3.471	12.047841	41.81805611	145.1504728	503.817291	1748.749817	113.1547231	12803.99135	1448832.096	163942194.6
11.3988	3.475	12.075625	41.96279688	145.8207191	506.726999	1760.876322	113.2139385	12817.39586	1451107.866	164285636.7
11.454	3.476	12.082576	41.99903418	145.9886428	507.4565224	1763.918872	113.2741846	12831.0409	1453425.696	164635610.6
11.4816	3.48	12.1104	42.144192	146.6617882	510.3830228	1776.132919	113.3364923	12845.16049	1455825.433	164998148
11.5092	3.481	12.117361	42.18053364	146.8304376	511.1167533	1779.197418	113.3978154	12859.06453	1458189.826	165355540.7
11.592	3.485	12.145225	42.32610913	147.5064903	514.0601187	1791.499514	113.4611692	12873.43692	1460635.205	165725378.2
11.5736	3.487	12.159169	42.3990223	147.8453908	515.5368776	1797.677092	113.5235385	12887.59378	1463045.249	166090073.6
11.684	3.49	12.1801	42.508549	148.354836	517.7583777	1806.976738	113.5879538	12902.22326	1465537.14	166467365
11.7576	3.492	12.194064	42.58167149	148.6951968	519.2436274	1813.198747	113.6524154	12916.87152	1468033.648	166845569.9
11.776	3.494	12.208036	42.65487778	149.036143	520.7322836	1819.438599	113.7179231	12931.76603	1470573.575	167230572.6
11.7668	3.497	12.229009	42.76484447	149.5486611	522.9716679	1828.831923	113.7834462	12946.67262	1473117.027	167616331.9
11.8864	3.499	12.243001	42.8382605	149.8910735	524.4688661	1835.116563	113.849	12961.5948	1475664.606	168002939.8
11.8864	3.501	12.257001	42.9117605	150.2340735	525.9694914	1841.419189	113.9156	12976.76392	1478255.848	168396401.9
11.8772	3.502	12.264004	42.94854201	150.4057941	526.721091	1844.577261	113.9822154	12991.94542	1480850.722	168790645.9
11.9784	3.503	12.271009	42.98534453	150.5776619	527.4735496	1847.739844	114.0488462	13007.13931	1483449.23	169185673
11.9876	3.506	12.292036	43.09587822	151.094149	529.7360865	1857.254719	114.1145077	13022.12087	1486012.912	169575631.8
12.052	3.507	12.299049	43.13276484	151.2666063	530.4919883	1860.435403	114.1792308	13036.89674	1488542.841	169960676.6
12.098	3.509	12.313081	43.20660123	151.6119637	532.0063807	1866.81039	114.2450462	13051.93057	1491118.41	170352891.6
12.0796	3.511	12.327121	43.28052183	151.9579121	533.5242296	1873.20357	114.3099385	13066.76203	1493660.764	170740270
12.1808	3.513	12.341169	43.3545267	152.3044523	535.0455409	1879.614985	114.3749077	13081.61951	1496209.024	171128769
12.1624	3.515	12.355225	43.42861588	152.6515848	536.5703206	1886.044677	114.4399846	13096.51008	1498764.412	171518576.2
12.19	3.516	12.362256	43.4656921	152.8253734	537.3340129	1889.266389	114.5051692	13111.43378	1501326.944	171909695.8
12.282	3.517	12.369289	43.50278941	152.9993104	538.0985746	1892.492687	114.5704462	13126.38713	1503896.03	172302039.1
12.2912	3.519	12.383361	43.57704736	153.3476297	539.6303088	1898.959057	114.6348308	13141.14443	1506432.867	172689676.8
12.3556	3.521	12.397441	43.65138976	153.6965433	541.1655291	1905.443828	114.6983385	13155.70885	1508937.946	173072675.2
12.3832	3.523	12.411529	43.72581667	154.0460521	542.7042416	1911.947043	114.7619538	13170.30605	1511450.055	173456961.5
12.374	3.525	12.425625	43.80032813	154.3961566	544.2464522	1918.468744	114.8256923	13184.93961	1513969.819	173842632.6
12.4016	3.525	12.425625	43.80032813	154.3961566	544.2464522	1918.468744	114.8895692	13199.61312	1516497.865	174229786.5
12.4752	3.528	12.446784	43.91225395	154.9224319	546.5663399	1928.286047	114.9535538	13214.31954	1519032.993	174618241
12.4844	3.529	12.453841	43.94960489	155.0981557	547.3413913	1931.56777	115.0156769	13228.60594	1521497.067	174996015.1
12.5672	3.53	12.4609	43.986977	155.2740288	548.1173217	1934.854146	115.0789385	13243.16208	1524009.034	175381341.8
12.5764	3.532	12.475024	44.06178477	155.6262238	549.6718225	1941.440877	115.1413231	13257.52428	1526488.886	175761950
12.65	3.534	12.489156	44.1366773	155.9790176	551.2298482	1948.046283	115.2028462	13271.69576	1528937.125	176137908.4
12.6776	3.536	12.503296	44.21165466	156.3324109	552.7914048	1954.670407	115.2645385	13285.91383	1531394.725	176515506.2
12.6868	3.538	12.517444	44.28671687	156.6864043	554.3564984	1961.313291	115.3264	13300.17854	1533861.71	176894749.1
12.7052	3.54	12.5316	44.361864	157.0409986	555.9251349	1967.974978	115.3884154	13314.4864	1536337.488	177275548.2
12.788	3.541	12.538681	44.39946942	157.2185212	556.7107836	1971.312885	115.4505692	13328.83394	1538821.465	177657814.1
12.7972	3.546	12.574116	44.58781534	158.1083932	560.6523622	1988.073276	115.5128615	13343.22118	1541313.661	178041551.5
12.8708	3.548	12.588304	44.66330259	158.4653976	562.2352307	1994.810598	115.5742923	13357.41704	1543774.022	178420590
12.8708	3.551	12.609601	44.77669315	159.0020374	564.6162347	2004.95225	115.6388462	13372.34274	1546362.285	178819550.4
12.88	3.554	12.630916	44.89027546	159.540039	567.0052986	2015.136831	115.7034615	13387.29101	1548955.911	179219560.6
12.972	3.558	12.659364	45.04201711	160.2594969	570.2032899	2028.783306	115.7691538	13402.49698	1551595.735	179626925.4
12.9628	3.561	12.680721	45.15604748	160.8006851	572.6112396	2039.068624	115.8359077	13417.95751	1554281.288	180041583.8
12.9996	3.562	12.687844	45.19410033	160.9813854	573.4156947	2042.506704	115.9047077	13433.90127	1557052.399	180469703.2
13.0732	3.565	12.709225	45.30838713	161.5244001	575.8344864	2052.849944	115.9745231	13450.09	1559867.773	180904921.1
13.0732	3.571	12.752041	45.53753841	162.6145497	580.6965569	2073.667405	116.0433077	13466.04926	1562644.898	181334482.7
13.1744	3.573	12.766329	45.61409352	162.9791561	582.3245249	2080.645527	116.1131077	13482.25378	1565466.385	181771166.9
13.1744	3.576	12.787776	45.72908698	163.527215	584.7733209	2091.149396	116.1868769	13499.39037	1568452.007	182233540.3
13.1928	3.578	12.802084	45.80585655	163.8933547	586.4104233	2098.176494	116.2605538	13516.51638	1571437.68	182696215.1
13.2572	3.58	12.8164	45.882712	164.260109	588.0511901	2105.22326	116.3351385	13533.86444	1574463.994	183165486.7
13.2756	3.585	12.852225	46.07522663	165.1796875	592.1691795	2122.926509	116.4096	13551.19497	1577489.186	183634885.2
13.3124	3.588	12.873744	46.19099347	165.7332846	594.6510251	2133.607878	116.4839231	13568.50434	1580512.615	184104309.9
13.3584	3.59	12.8881	46.268279	166.1031216	596.3102066	2140.753642	116.5611077	13586.49183	1583656.537	184592760.2
13.386	3.594	12.916836	46.42310858	166.8446523	599.6396802	2155.105011	116.6391077	13604.68144	1586837.904	185087357.2
13.4596	3.598	12.945604	46.57828319	167.5886629	602.9840092	2169.536465	116.7168923	13622.83295	1590014.726	185581577.6
13.4688	3.601	12.967201	46.6948908	168.1483018	605.5020347	2180.412827	116.7964923	13641.42062	1593270.078	186088356.4
13.478	3.603	12.981609	46.77273723	168.5221722	607.1853865	2187.688948	116.8778615	13660.43452	1596602.374	186607471.2
13.5516	3.604	12.988816	46.81169286	168.7093411	608.0284653	2191.334589	116.9599538	13679.6308	1599968.987	187132298.9
13.5516	3.61	13.0321	47.045881	169.8356304	613.1066258	2213.314919	117.0417692	13698.77574	1603328.949	187656456.9
13.6252	3.612	13.046544	47.12411693	170.2123103	614.806865	2220.682396	117.1222923	13717.63136	1606640.429	188173410
13.6804	3.614	13.060996	47.20243954	170.5896165	616.5108741	2228.070299	117.2065538	13737.37626	1610110.531	188715506.6
13.6804	3.617	13.082689	47.32008611	171.1567515	619.0739701	2239.19055	117.2904769	13757.05598	1613571.657	189256589.1
13.6712	3.619	13.097161	47.39862566	171.5356263	620.7874314	2246.629714	117.3740462	13776.66671	1617023.114	189796545.7
13.7632	3.623	13.126129	47.55596537	172.2952625	624.2257361	2261.569842	117.4582615	13796.4432	1620506.234	190341845.1
13.7816	3.625	13.140625	47.63476563	172.6760254	625.950592	2269.070896	117.5421077	13816.14708	1623979.048	190885920.2
13.846	3.626	13.147876	47.67419838	172.8666433	626.8144486	2272.829191	117.6275692	13836.24504	1627523.872	191441676.9
13.8736	3.628	13.162384	47.75312915	173.2483526	628.5450231	2280.361344	117.7126154	13856.25982	1631056.583	191995936.2
13.9104	3.632	13.191424	47.91125197	174.0136671	632.0176391	2295.488065	117.7962462	13875.95561	1634535.482	192542144
13.984	3.634	13.205956	47.9904441	174.3972739	633.7596933	2303.082725	117.8794923	13895.57471	1638003.292	193086996.4
13.9656	3.636	13.220496	48.06972346	174.7815145	635.5055867	2310.698313	117.9643846	13915.59604	1641544.723	193643813.1
13.9656	3.638	13.235044	48.14909007	175.1663897	637.2553257	2318.334875	118.0488769	13935.53734	1645074.533	194199201
14.0852	3.641	13.256881	48.26830372	175.7448938	639.8871585	2329.829144	118.133	13955.40569	1648593.94	194753347.9
14.0668	3.643	13.271449	48.34788871	176.1313586	641.6465392	2337.518342	118.2167385	13975.19725	1652102.239	195306138.2
14.1588	3.644	13.278736	48.38771398	176.3248298	642.5276796	2341.370865	118.3011231	13995.15572	1655642.639	195864383.7
14.1772	3.646	13.293316	48.46743014	176.7122503	644.2928645	2349.091784	118.3851385	14015.04101	1659172.57	196421374.5
14.1864	3.648	13.307904	48.54723379	177.1003089	646.0619268	2356.833909	118.4678	14034.61964	1662650.512	196970548.4
14.2692	3.651	13.329801	48.66710345	177.6835947	648.7228042	2368.486958	118.5501231	14054.13168	1666119.041	197518617.3
14.2784	3.653	13.344409	48.74712608	178.0732516	650.5015879	2376.282301	118.6321077	14073.57698	1669578.099	198065568.9
14.2692	3.654	13.351716	48.78717026	178.2683201	651.3924418	2380.187982	118.7147692	14093.19643	1673070.562	198618185.7
14.3704	3.655	13.359025	48.82723638	178.463549	652.2842714	2384.099012	118.7970923	14112.74914	1676553.562	199169688.3
14.3796	3.659	13.388281	48.98772018	179.2460681	655.8613633	2399.796728	118.8780769	14131.99717	1679984.647	199713344.1
14.4532	3.659	13.388281	48.98772018	179.2460681	655.8613633	2399.796728	118.9577231	14150.93988	1683363.587	200249099.5
14.4716	3.661	13.402921	49.06809378	179.6382913	657.6557846	2407.677827	119.0390308	14170.29085	1686817.688	200797142.7
14.4716	3.663	13.417569	49.14855525	180.0311579	659.4541313	2415.580483	119.1179846	14189.09426	1690176.312	201330395.9
14.5728	3.664	13.424896	49.18881894	180.2278326	660.3547787	2419.539909	119.1966	14207.82945	1693524.964	201862417.7
14.582	3.666	13.439556	49.2694123	180.6216655	662.1590256	2427.474988	119.2748769	14226.49627	1696863.591	202393196
14.5728	3.667	13.446889	49.30974196	180.8188238	663.0626268	2431.450652	119.3518154	14244.85584	1700149.404	202915917.8
14.6556	3.668	13.454224	49.35009363	181.0161434	663.9672141	2435.431741	119.4284308	14263.15008	1703425.631	203437450.1
14.6648	3.669	13.461561	49.39046731	181.2136246	664.8727885	2439.418261	119.5037231	14281.13983	1706649.379	203950954.8
14.7476	3.672	13.483584	49.51172045	181.8070375	667.5954416	2451.410462	119.5776923	14298.8245	1709820.436	204456382
14.766	3.674	13.498276	49.59266602	182.203455	669.4154936	2459.432523	119.6503385	14316.20349	1712938.594	204953682.5
14.766	3.676	13.512976	49.67369978	182.6005204	671.2395129	2467.476449	119.7236769	14333.75882	1716090.31	205456641.8
14.812	3.677	13.520329	49.71424973	182.7992963	672.1530124	2471.506627	119.7966923	14351.24749	1719231.98	205958304.5
14.8856	3.682	13.557124	49.91733057	183.7956112	676.7354403	2491.739891	119.8693846	14368.66937	1722363.555	206458659.4
14.8764	3.683	13.564489	49.95801299	183.9953618	677.6549176	2495.803062	119.9407538	14385.78443	1725441.83	206950793.8
14.9592	3.683	13.564489	49.95801299	183.9953618	677.6549176	2495.803062	120.0147846	14403.54853	1728638.774	207462210.1
14.9776	3.686	13.586596	50.08019286	184.5955909	680.4193479	2508.025716	120.0874462	14420.99472	1731780.427	207965088.8
15.0604	3.688	13.601344	50.16175667	184.9965586	682.2673081	2516.201832	120.1577385	14437.88211	1734823.263	208452439.9
15.0788	3.689	13.608721	50.20257177	185.1972873	683.1927927	2520.298212	120.2286769	14454.93475	1737897.681	208945138.8
15.0696	3.691	13.623481	50.28426837	185.5992346	685.0467748	2528.507646	120.2992462	14471.90863	1740959.698	209436139.3
15.0236	3.692	13.630864	50.32514989	185.8004534	685.9752739	2532.620711	120.3684462	14488.56283	1743965.795	209918452.9
14.7936	3.695	13.653025	50.44792738	186.4050917	688.7668136	2544.993376	120.4372923	14505.14138	1746959.952	210399126.4
14.7016	3.695	13.653025	50.44792738	186.4050917	688.7668136	2544.993376	120.5047846	14521.40312	1749898.555	210871148.4
14.6924	3.699	13.682601	50.6119411	187.2135701	692.5029959	2561.568582	120.5729385	14537.83349	1752869.303	211348602.6
14.628	3.699	13.682601	50.6119411	187.2135701	692.5029959	2561.568582	120.6387231	14553.70151	1755739.966	211810227.5
14.6004	3.701	13.697401	50.6940811	187.6187942	694.3771572	2569.889859	120.7062154	14569.99043	1758688.403	212284621.2
14.5728	3.701	13.697401	50.6940811	187.6187942	694.3771572	2569.889859	120.7713846	14585.72734	1761538.487	212743442.1
14.5084	3.703	13.712209	50.77630993	188.0246757	696.255374	2578.23365	120.8362769	14601.40582	1764379.517	213201051.9
14.398	3.704	13.719616	50.81745766	188.2278632	697.1960052	2582.414003	120.8989077	14616.54588	1767124.431	213643413.5
14.398	3.706	13.734436	50.89981982	188.6347322	699.0803177	2590.791657	120.9613385	14631.6454	1769863.412	214085047.2
14.3796	3.707	13.741849	50.94103424	188.8384139	700.0240005	2594.98897	121.0225846	14646.46599	1772553.169	214518965.9
14.3152	3.706	13.734436	50.89981982	188.6347322	699.0803177	2590.791657	121.0836462	14661.24937	1775237.53	214952233
14.2876	3.708	13.749264	50.98227091	189.0422605	700.9687021	2599.191947	121.1435385	14675.75691	1777873.122	215377840.9
14.2692	3.709	13.756681	51.02352983	189.2462721	701.9144234	2603.400596	121.2003385	14689.52204	1780375.043	215782057.9
14.2048	3.71	13.7641	51.064811	189.4504488	702.8611651	2607.614922	121.2570923	14703.28243	1782877.275	216186514.4
14.1956	3.711	13.771521	51.10611443	189.6547907	703.8089281	2611.834932	121.3128154	14716.79918	1785336.342	216584178
14.1956	3.711	13.771521	51.10611443	189.6547907	703.8089281	2611.834932	121.3675231	14730.07566	1787752.797	216975128.9
14.1036	3.712	13.778944	51.14744013	189.8592978	704.7577133	2616.060632	121.4212308	14743.11528	1790127.203	217359448.2
14.0944	3.713	13.786369	51.1887881	190.0639702	705.7075214	2620.292027	121.473	14755.68973	1792417.898	217730379.4
14.0208	3.712	13.778944	51.14744013	189.8592978	704.7577133	2616.060632	121.5238769	14768.05266	1794671.014	218095379.4
13.9932	3.713	13.786369	51.1887881	190.0639702	705.7075214	2620.292027	121.5738769	14780.20755	1796887.134	218454535.2
13.9748	3.714	13.793796	51.23015834	190.2688081	706.6583532	2624.529124	121.6210462	14791.67887	1798979.458	218793763.7
13.892	3.715	13.801225	51.27155088	190.4738115	707.6102097	2628.771929	121.6674615	14802.9712	1801039.929	219127956.3
13.892	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	121.7131538	14814.09182	1803069.837	219457316.4
13.892	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	121.7581385	14825.04428	1805069.794	219781938
13.8	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	121.8024154	14835.82839	1807039.733	220101804.1
13.8092	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	121.8450615	14846.21902	1808938.47	220410219.2
13.7264	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	121.8861077	14856.22325	1810767.227	220707369.2
13.6804	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	121.9275846	14866.33589	1812616.427	221007942.8
13.6804	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	121.9655077	14875.58507	1814308.285	221283031.1
13.616	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.0029385	14884.71699	1815979.211	221554800
13.5792	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.0399231	14893.74282	1817631.229	221823575.3
13.5976	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.0744769	14902.17792	1819175.574	222074906.6
13.4964	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.1086308	14910.51771	1820702.901	222323538.3
13.5148	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.1404	14918.27731	1822124.358	222554998
13.4228	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.1708615	14925.71941	1823487.999	222777099.9
13.4044	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.2010462	14933.09568	1824839.915	222997346.6
13.3952	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.2289692	14939.92092	1826091.134	223201237.1
13.3768	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.2566769	14946.69505	1827333.268	223403693
13.294	3.719	13.830961	51.43734396	191.2954822	711.4278982	2645.800354	122.2832	14953.181	1828522.823	223597622.1
13.3124	3.719	13.830961	51.43734396	191.2954822	711.4278982	2645.800354	122.3085692	14959.38611	1829661.111	223783232.7
13.2112	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.3338	14965.55862	1830793.655	223967944.9
13.1928	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.3579077	14971.45757	1831876.224	224144541.9
13.1376	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.3799231	14976.84557	1832865.209	224305903.3
13.1008	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.4009077	14981.9822	1833808.221	224459790.8
13.0916	3.719	13.830961	51.43734396	191.2954822	711.4278982	2645.800354	122.4208923	14986.87487	1834706.595	224606418.5
13.0732	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.4398923	14991.52723	1835560.979	224745888.6
12.9996	3.719	13.830961	51.43734396	191.2954822	711.4278982	2645.800354	122.4589231	14996.18784	1836417.013	224885649.8
12.9904	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.4760308	15000.37811	1837186.771	225011343.5
12.8984	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.4932308	15004.59158	1837960.9	225137768.6
12.8984	3.719	13.830961	51.43734396	191.2954822	711.4278982	2645.800354	122.5085385	15008.342	1838650.043	225250329.5
12.8984	3.718	13.823524	51.39586223	191.0898158	710.4719351	2641.534655	122.522	15011.64048	1839256.215	225349350
12.788	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.5366462	15015.22965	1839915.883	225457121.5
12.8064	3.717	13.816089	51.35440281	190.8843153	709.5169998	2637.274688	122.5494769	15018.37429	1840493.914	225551566.4
12.7788	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	122.5605231	15021.08182	1840991.645	225632898.9
12.7052	3.716	13.808656	51.3129657	190.6789805	708.5630916	2633.020449	122.5708154	15023.60478	1841455.488	225708700.7
12.696	3.715	13.801225	51.27155088	190.4738115	707.6102097	2628.771929	122.5793692	15025.70176	1841841.044	225771713.4
12.604	3.714	13.793796	51.23015834	190.2688081	706.6583532	2624.529124	122.5872462	15027.63292	1842196.136	225829751.2
12.6132	3.715	13.801225	51.27155088	190.4738115	707.6102097	2628.771929	122.5934769	15029.16058	1842477.051	225875667.9
12.6132	3.715	13.801225	51.27155088	190.4738115	707.6102097	2628.771929	122.5981077	15030.29601	1842685.849	225909798.1
12.5028	3.713	13.786369	51.1887881	190.0639702	705.7075214	2620.292027	122.6031692	15031.53711	1842914.088	225947107.8
12.5212	3.713	13.786369	51.1887881	190.0639702	705.7075214	2620.292027	122.6077231	15032.65376	1843119.449	225980679
12.4844	3.712	13.778944	51.14744013	189.8592978	704.7577133	2616.060632	122.6097846	15033.15928	1843212.422	225995878
12.3924	3.711	13.771521	51.10611443	189.6547907	703.8089281	2611.834932	122.6113846	15033.55164	1843284.582	226007674.8
12.4016	3.712	13.778944	51.14744013	189.8592978	704.7577133	2616.060632	122.6115692	15033.59691	1843292.908	226009036
12.3188	3.71	13.7641	51.064811	189.4504488	702.8611651	2607.614922	122.6103846	15033.30642	1843239.482	226000301.8
12.2912	3.711	13.771521	51.10611443	189.6547907	703.8089281	2611.834932	122.6098615	15033.17815	1843215.891	225996445.2
12.3004	3.71	13.7641	51.064811	189.4504488	702.8611651	2607.614922	122.6070154	15032.48022	1843087.534	225975461.6
12.236	3.709	13.756681	51.02352983	189.2462721	701.9144234	2603.400596	122.6048923	15031.95962	1842991.79	225959810
12.2084	3.709	13.756681	51.02352983	189.2462721	701.9144234	2603.400596	122.6015231	15031.13346	1842839.856	225934973.1
12.1808	3.708	13.749264	50.98227091	189.0422605	700.9687021	2599.191947	122.5969231	15030.00555	1842632.434	225901066.8
12.1164	3.707	13.741849	50.94103424	188.8384139	700.0240005	2594.98897	122.5921692	15028.83996	1842418.091	225866030.4
12.098	3.708	13.749264	50.98227091	189.0422605	700.9687021	2599.191947	122.5862615	15027.39152	1842151.747	225822495.8
12.0336	3.706	13.734436	50.89981982	188.6347322	699.0803177	2590.791657	122.5792462	15025.67159	1841835.496	225770806.7
12.006	3.707	13.741849	50.94103424	188.8384139	700.0240005	2594.98897	122.5731385	15024.17427	1841560.193	225725812.6
12.0152	3.706	13.734436	50.89981982	188.6347322	699.0803177	2590.791657	122.5649538	15022.16791	1841191.317	225665528.8
11.914	3.705	13.727025	50.85862763	188.4312154	698.1376529	2586.600004	122.5577385	15020.39926	1840866.164	225612393.8
11.914	3.705	13.727025	50.85862763	188.4312154	698.1376529	2586.600004	122.5495077	15018.38184	1840495.3	225551793
11.8772	3.703	13.712209	50.77630993	188.0246757	696.255374	2578.23365	122.5402923	15016.12324	1840080.131	225483957.1
11.8036	3.703	13.712209	50.77630993	188.0246757	696.255374	2578.23365	122.5310923	15013.86858	1839665.717	225416249.8
11.7852	3.704	13.719616	50.81745766	188.2278632	697.1960052	2582.414003	122.5199385	15011.13532	1839163.376	225334183.6
11.7944	3.702	13.704804	50.73518441	187.8216527	695.3157582	2574.058937	122.5088769	15008.42492	1838665.282	225252818.7
11.6932	3.702	13.704804	50.73518441	187.8216527	695.3157582	2574.058937	122.4989231	15005.98616	1838217.144	225179620.5
11.6932	3.701	13.697401	50.6940811	187.6187942	694.3771572	2569.889859	122.4870769	15003.08401	1837683.906	225092529.9
11.6288	3.699	13.682601	50.6119411	187.2135701	692.5029959	2561.568582	122.4753692	15000.21607	1837157.001	225006482.1
11.6012	3.699	13.682601	50.6119411	187.2135701	692.5029959	2561.568582	122.4628154	14997.14115	1836592.128	224914242.7
11.5736	3.698	13.675204	50.57090439	187.0112044	691.567434	2557.416371	122.4484462	14993.62197	1835945.712	224808699.6
11.5184	3.697	13.667809	50.52988987	186.8090029	690.6328836	2553.269771	122.4342769	14990.15217	1835308.441	224704662
11.5092	3.698	13.675204	50.57090439	187.0112044	691.567434	2557.416371	122.4193231	14986.49066	1834636.042	224594902.4
11.5	3.697	13.667809	50.52988987	186.8090029	690.6328836	2553.269771	122.4036154	14982.64506	1833929.923	224479653
11.4172	3.696	13.660416	50.48889754	186.6069653	689.6993437	2549.128774	122.3891846	14979.11251	1833281.366	224373811.6
11.408	3.697	13.667809	50.52988987	186.8090029	690.6328836	2553.269771	122.3740308	14975.40341	1832600.477	224262707.2
11.3344	3.695	13.653025	50.44792738	186.4050917	688.7668136	2544.993376	122.3581692	14971.52158	1831887.971	224146458.3
11.2976	3.695	13.653025	50.44792738	186.4050917	688.7668136	2544.993376	122.3436154	14967.96023	1831234.369	224039833.3
11.3068	3.695	13.653025	50.44792738	186.4050917	688.7668136	2544.993376	122.3273846	14963.98903	1830505.641	223920967.6
11.1964	3.693	13.638249	50.36605356	186.0018358	686.9047796	2536.739351	122.3114769	14960.09739	1829791.606	223804513.8
11.1964	3.693	13.638249	50.36605356	186.0018358	686.9047796	2536.739351	122.2959077	14956.28904	1829092.944	223690581.8
11.1964	3.691	13.623481	50.28426837	185.5992346	685.0467748	2528.507646	122.2786923	14952.07859	1828320.618	223564654.2
11.1136	3.689	13.608721	50.20257177	185.1972873	683.1927927	2520.298212	122.2618462	14947.95902	1827565.067	223441479
11.1044	3.688	13.601344	50.16175667	184.9965586	682.2673081	2516.201832	122.2433846	14943.44508	1826737.305	223306550.9
11.0124	3.685	13.579225	50.03944413	184.3953516	679.4968706	2503.945968	122.2233231	14938.5407	1825838.087	223159998.4
10.8928	3.681	13.549761	49.87667024	183.5960232	675.8169612	2487.682234	122.2026923	14933.49801	1824913.662	223009362.7
10.8928	3.679	13.535041	49.79541584	183.1973349	673.982995	2479.583439	122.1795231	14927.83586	1823875.866	222840283.4
10.8008	3.678	13.527684	49.75482175	182.9982344	673.0675061	2475.542288	122.1528462	14921.31782	1822681.441	222645725.6
10.7824	3.677	13.520329	49.71424973	182.7992963	672.1530124	2471.506627	122.1247385	14914.45174	1821423.519	222440870.8
10.7548	3.676	13.512976	49.67369978	182.6005204	671.2395129	2467.476449	122.0962308	14907.48957	1820148.286	222233245.2
10.6996	3.675	13.505625	49.63317188	182.4019066	670.3270069	2463.45175	122.0673385	14900.43512	1818856.457	222022966.7
10.672	3.674	13.498276	49.59266602	182.203455	669.4154936	2459.432523	122.0380923	14893.29597	1817549.429	221810265
10.5984	3.673	13.490929	49.55218222	182.0051653	668.5049721	2455.418762	122.0085077	14886.07595	1816227.912	221595257.2
10.5156	3.67	13.4689	49.430863	181.4112672	665.7793507	2443.410217	121.9785846	14878.7751	1814891.928	221377948.6
10.5064	3.671	13.476241	49.47128071	181.6090715	666.6869014	2447.407615	121.9483385	14871.39725	1813542.186	221158456.3
10.5064	3.67	13.4689	49.430863	181.4112672	665.7793507	2443.410217	121.9157846	14863.45854	1812090.21	220922399.7
10.4236	3.668	13.454224	49.35009363	181.0161434	663.9672141	2435.431741	121.8849692	14855.94572	1810716.488	220699123.4
10.4052	3.668	13.454224	49.35009363	181.0161434	663.9672141	2435.431741	121.8538923	14848.37107	1809331.809	220474123.4
10.3776	3.666	13.439556	49.2694123	180.6216655	662.1590256	2427.474988	121.8215538	14840.49098	1807891.671	220240172.6
10.304	3.665	13.432225	49.22910463	180.4246685	661.2564099	2423.504742	121.79	14832.8041	1806487.211	220012077.5
10.304	3.665	13.432225	49.22910463	180.4246685	661.2564099	2423.504742	121.7572154	14824.8195	1805028.741	219775273.2
10.2948	3.664	13.424896	49.18881894	180.2278326	660.3547787	2419.539909	121.7242154	14816.78461	1803561.481	219537106.2
10.1936	3.662	13.410244	49.10831353	179.8346441	658.5544668	2411.626458	121.6920462	14808.9541	1802131.925	219305121.5
10.1936	3.662	13.410244	49.10831353	179.8346441	658.5544668	2411.626458	121.6596923	14801.08073	1800694.928	219071990.8
10.1292	3.66	13.3956	49.027896	179.4420994	656.7580837	2403.734586	121.6261538	14792.9213	1799206.122	218830520.6
10.0832	3.659	13.388281	48.98772018	179.2460681	655.8613633	2399.796728	121.5934615	14784.96989	1797755.668	218595334.6
10.074	3.658	13.380964	48.94756631	179.0501976	654.9656227	2395.864248	121.5596	14776.73635	1796254.16	218351937.2
10.0004	3.656	13.366336	48.86732442	178.6589381	653.1770776	2388.015396	121.5256	14768.47146	1794747.355	218107749.1
10.0004	3.657	13.373649	48.90743439	178.8544876	654.0708611	2391.937139	121.4914615	14760.17523	1793235.261	217862772.7
10.0004	3.655	13.359025	48.82723638	178.463549	652.2842714	2384.099012	121.4561846	14751.60478	1791673.634	217609843.6
9.9176	3.653	13.344409	48.74712608	178.0732516	650.5015879	2376.282301	121.4228154	14743.5001	1790197.29	217370795.1
9.8992	3.652	13.337104	48.70710381	177.8783431	649.611709	2372.381961	121.3883385	14735.12871	1788672.792	217124018.2
9.8348	3.65	13.3225	48.627125	177.4890063	647.8348728	2364.597286	121.3527538	14726.49087	1787100.221	216869533.2
9.798	3.65	13.3225	48.627125	177.4890063	647.8348728	2364.597286	121.3170923	14717.83689	1785525.176	216614722.6
9.7888	3.65	13.3225	48.627125	177.4890063	647.8348728	2364.597286	121.2803538	14708.92423	1783903.535	216352452
9.7152	3.647	13.300609	48.50732102	176.9061998	645.1769106	2352.960193	121.2445538	14700.24184	1782324.263	216097110.1
9.6876	3.648	13.307904	48.54723379	177.1003089	646.0619268	2356.833909	121.2097077	14691.79324	1780787.964	215848788.6
9.706	3.647	13.300609	48.50732102	176.9061998	645.1769106	2352.960193	121.1727846	14682.84373	1779161.061	215585900
9.6048	3.645	13.286025	48.42756113	176.5184603	643.4097878	2345.228677	121.1378462	14674.37777	1777622.517	215337363
9.5956	3.645	13.286025	48.42756113	176.5184603	643.4097878	2345.228677	121.1028615	14665.90307	1776082.829	215088712.9
9.522	3.643	13.271449	48.34788871	176.1313586	641.6465392	2337.518342	121.0668308	14657.17751	1774498.029	214832852.6
9.4944	3.642	13.264164	48.30808529	175.9380466	640.7663658	2333.671104	121.0317846	14648.69289	1772957.442	214584203.3
9.4852	3.642	13.264164	48.30808529	175.9380466	640.7663658	2333.671104	120.9957077	14639.96128	1771372.476	214328466.3
9.476	3.64	13.2496	48.228544	175.5519002	639.0089166	2325.992456	120.9596154	14631.22855	1769787.778	214072849
9.3932	3.64	13.2496	48.228544	175.5519002	639.0089166	2325.992456	120.9245385	14622.744	1768248.569	213824642.2
9.3932	3.638	13.235044	48.14909007	175.1663897	637.2553257	2318.334875	120.8884462	14614.01641	1766665.736	213569475.7
9.3012	3.637	13.227769	48.10939585	174.9738727	636.3799751	2314.513969	120.8533846	14605.54057	1765129.012	213321815.4
9.3012	3.637	13.227769	48.10939585	174.9738727	636.3799751	2314.513969	120.8173385	14596.82927	1763550.063	213067424.8
9.2368	3.634	13.205956	47.9904441	174.3972739	633.7596933	2303.082725	120.7813231	14588.128	1761973.402	212813478.7
9.2092	3.634	13.205956	47.9904441	174.3972739	633.7596933	2303.082725	120.7463538	14579.68197	1760443.438	212567126.3
9.2	3.634	13.205956	47.9904441	174.3972739	633.7596933	2303.082725	120.7094	14570.75925	1758827.606	212307025.1
9.1908	3.633	13.198689	47.95083714	174.2053913	632.8881867	2299.282782	120.6735077	14562.09546	1757259.138	212054624.2
9.0988	3.632	13.191424	47.91125197	174.0136671	632.0176391	2295.488065	120.6386923	14553.69408	1755738.622	211810011.4
9.108	3.631	13.184161	47.87168859	173.8221013	631.1480497	2291.698569	120.6039231	14545.30626	1754220.997	211565934.2
9.0068	3.63	13.1769	47.832147	173.6306936	630.2794178	2287.914287	120.5692154	14536.9357	1752706.931	211322499.5
9.0068	3.629	13.169641	47.79262719	173.4394441	629.4117425	2284.135214	120.5345692	14528.58238	1751196.419	211079706
8.9976	3.629	13.169641	47.79262719	173.4394441	629.4117425	2284.135214	120.4999692	14520.24258	1749688.785	210837444.7
8.9148	3.626	13.147876	47.67419838	172.8666433	626.8144486	2272.829191	120.4654308	14511.92001	1748184.695	210595822.4
8.9148	3.627	13.155129	47.71365288	173.057419	627.6792587	2276.592671	120.4319538	14503.85551	1746727.657	210361824.6
8.878	3.625	13.140625	47.63476563	172.6760254	625.950592	2269.070896	120.3965231	14495.32277	1745186.462	210114382.2
8.8044	3.623	13.126129	47.55596537	172.2952625	624.2257361	2261.569842	120.3632	14487.29991	1743737.777	209881858.8
8.8044	3.623	13.126129	47.55596537	172.2952625	624.2257361	2261.569842	120.3289538	14479.05713	1742249.798	209643095.5
8.6848	3.621	13.111641	47.47725206	171.9151297	622.5046847	2254.089463	120.2938	14470.59832	1740723.26	209398215.7
8.7124	3.621	13.111641	47.47725206	171.9151297	622.5046847	2254.089463	120.2597846	14462.4158	1739247.009	209161470.6
8.7032	3.62	13.1044	47.437928	171.7252994	621.6455837	2250.357013	120.2248769	14454.02103	1737732.9	208918724
8.5928	3.617	13.082689	47.32008611	171.1567515	619.0739701	2239.19055	120.1911077	14445.90237	1736269.007	208684095.2
8.5836	3.617	13.082689	47.32008611	171.1567515	619.0739701	2239.19055	120.1574769	14437.81926	1734811.935	208450625
8.5652	3.615	13.068225	47.24163338	170.7785047	617.3642943	2231.771924	120.1219692	14429.28749	1733274.428	208204337.5
8.4916	3.614	13.060996	47.20243954	170.5896165	616.5108741	2228.070299	120.0876308	14421.03906	1731788.414	207966367.7
8.5284	3.614	13.060996	47.20243954	170.5896165	616.5108741	2228.070299	120.0524308	14412.58613	1730265.999	207722639.1
8.4088	3.611	13.039321	47.08498813	170.0238921	613.9562745	2216.996107	120.0173692	14404.16892	1728750.459	207480082.2
8.4088	3.61	13.0321	47.045881	169.8356304	613.1066258	2213.314919	119.9834462	14396.02735	1727284.972	207245603.5
8.4088	3.61	13.0321	47.045881	169.8356304	613.1066258	2213.314919	119.9476154	14387.43044	1725737.972	206998154.6
8.3444	3.608	13.017664	46.96773171	169.459576	611.4101503	2205.967822	119.9118615	14378.85454	1724195.214	206751457.8
8.3076	3.606	13.003236	46.88966902	169.0841465	609.7174322	2198.64106	119.8771692	14370.5357	1722699.14	206512296.4
8.2892	3.604	12.988816	46.81169286	168.7093411	608.0284653	2191.334589	119.8415231	14361.99065	1721162.834	206266775.5
8.1972	3.603	12.981609	46.77273723	168.5221722	607.1853865	2187.688948	119.8049385	14353.22328	1719587.032	206015018.5
8.1972	3.603	12.981609	46.77273723	168.5221722	607.1853865	2187.688948	119.7674308	14344.23747	1717972.468	205757148.7
8.0868	3.599	12.952801	46.6171308	167.7750537	603.8224184	2173.156884	119.7300154	14335.27658	1716362.886	205500154.7
8.1236	3.598	12.945604	46.57828319	167.5886629	602.9840092	2169.536465	119.6936923	14326.57998	1714801.256	205250893.9
8.0776	3.597	12.938409	46.53945717	167.4024275	602.1465315	2165.921074	119.6544462	14317.18648	1713115.019	204981828.8
8.0224	3.595	12.924025	46.46186988	167.0304222	600.4743678	2158.705352	119.6152923	14307.81815	1711433.851	204713660.3
8.004	3.594	12.916836	46.42310858	166.8446523	599.6396802	2155.105011	119.5762615	14298.48232	1709759.062	204446596.8
7.9764	3.592	12.902464	46.34565069	166.4735773	597.9730896	2147.919338	119.5363538	14288.93989	1708047.775	204173803.2
7.9028	3.59	12.8881	46.268279	166.1031216	596.3102066	2140.753642	119.4965692	14279.43006	1706342.902	203902122.8
7.8936	3.59	12.8881	46.268279	166.1031216	596.3102066	2140.753642	119.4559231	14269.71756	1704602.283	203624839.2
7.8936	3.589	12.880921	46.22962547	165.9181258	595.4801535	2137.178271	119.4144154	14259.8026	1702825.991	203341970.2
7.7924	3.586	12.859396	46.11379406	165.3640655	592.9955388	2126.482002	119.3740615	14250.16657	1701100.261	203067247.2
7.8108	3.586	12.859396	46.11379406	165.3640655	592.9955388	2126.482002	119.3338615	14240.57051	1699382.269	202793848.4
7.728	3.583	12.837889	45.99815629	164.811394	590.5192246	2115.830382	119.2918154	14230.53722	1697586.619	202508189.5
7.7004	3.582	12.830724	45.95965337	164.6274784	589.6956275	2112.289738	119.2509385	14220.78632	1695842.115	202230763.7
7.6912	3.58	12.8164	45.882712	164.260109	588.0511901	2105.22326	119.2082308	14210.60228	1694020.756	201941217.2
7.59	3.579	12.809241	45.84427354	164.076655	587.2303482	2101.697416	119.1657077	14200.46589	1692208.567	201653231.5
7.59	3.578	12.802084	45.80585655	163.8933547	586.4104233	2098.176494	119.1223692	14190.13885	1690362.96	201360040.6
7.5992	3.577	12.794929	45.76746103	163.7102081	585.5914144	2094.660489	119.0792308	14179.8632	1688527.202	201068520.4
7.5072	3.575	12.780625	45.69073438	163.3443754	583.956142	2087.643208	119.0362769	14169.63522	1686700.622	200778562.4
7.498	3.574	12.773476	45.65240322	163.1616891	583.1398769	2084.14192	118.9935385	14159.4622	1684884.509	200490369.7
7.4244	3.572	12.759184	45.57580525	162.7967763	581.5100851	2077.154024	118.95	14149.1025	1683035.742	200197101.6
7.3876	3.571	12.752041	45.53753841	162.6145497	580.6965569	2073.667405	118.9066615	14138.79416	1681196.812	199905500.2
7.406	3.57	12.7449	45.499293	162.432476	579.8839394	2070.185663	118.8625231	14128.29939	1679325.313	199608843.7
7.314	3.568	12.730624	45.42286643	162.0687874	578.2614335	2063.236795	118.8185846	14117.85605	1677463.674	199313859.4
7.2956	3.567	12.723489	45.38468526	161.8871723	577.4515437	2059.769656	118.7748615	14107.46773	1675612.527	199020645.9
7.2036	3.565	12.709225	45.30838713	161.5244001	575.8344864	2052.849944	118.7303692	14096.90058	1673730.211	198722605.9
7.1944	3.565	12.709225	45.30838713	161.5244001	575.8344864	2052.849944	118.6860923	14086.38851	1671858.407	198426341.2
7.13	3.562	12.687844	45.19410033	160.9813854	573.4156947	2042.506704	118.6410615	14075.70148	1669956.166	198125372.2
7.0748	3.562	12.687844	45.19410033	160.9813854	573.4156947	2042.506704	118.5972923	14065.31774	1668108.6	197833163.2
7.0748	3.56	12.6736	45.118016	160.620137	571.8076876	2035.635368	118.5517538	14054.51834	1666187.799	197529485.8
6.992	3.558	12.659364	45.04201711	160.2594969	570.2032899	2028.783306	118.5074923	14044.02573	1664322.272	197234658.8
6.9092	3.556	12.645136	44.96610362	159.8994645	568.6024956	2021.950474	118.4624769	14033.35844	1662426.4	196935149.1
6.9092	3.556	12.645136	44.96610362	159.8994645	568.6024956	2021.950474	118.4167231	14022.5203	1660500.904	196631075.7
6.8908	3.555	12.638025	44.92817888	159.7196759	567.8034478	2018.541257	118.3702615	14011.51882	1658547.147	196322659.6
6.7988	3.553	12.623809	44.85239338	159.3605537	566.2080472	2011.737192	118.3250923	14000.82747	1656649.203	196023169.8
6.7988	3.553	12.623809	44.85239338	159.3605537	566.2080472	2011.737192	118.2802154	13990.20935	1654764.975	195725957.7
6.7804	3.551	12.609601	44.77669315	159.0020374	564.6162347	2004.95225	118.2346154	13979.42428	1652851.852	195424303.1
6.6884	3.55	12.6025	44.738875	158.8230063	563.8216722	2001.566936	118.1903077	13968.94883	1650994.361	195131531.5
6.6976	3.549	12.595401	44.70107815	158.6441264	563.0280044	1998.186388	118.1452923	13958.31009	1649108.626	194834420.7
6.6148	3.547	12.581209	44.62554832	158.2868199	561.4433502	1991.439563	118.1005538	13947.74082	1647235.916	194539473.9
6.578	3.547	12.581209	44.62554832	158.2868199	561.4433502	1991.439563	118.0561077	13937.24456	1645376.845	194246786
6.6056	3.546	12.574116	44.58781534	158.1083932	560.6523622	1988.073276	118.0109692	13926.58886	1643490.249	193949877.2
6.5228	3.545	12.567025	44.55010363	157.9301174	559.862266	1984.711733	117.9671538	13916.24939	1641660.332	193661997
6.486	3.545	12.567025	44.55010363	157.9301174	559.862266	1984.711733	117.9236462	13905.98632	1639844.61	193376455.6
6.486	3.543	12.552849	44.47474401	157.574018	558.2847458	1978.002854	117.8804462	13895.79959	1638043.055	193093246.1
6.4032	3.542	12.545764	44.43709609	157.3961943	557.4973204	1974.655509	117.8385538	13885.92477	1636297.294	192818906.8
6.4124	3.543	12.552849	44.47474401	157.574018	558.2847458	1978.002854	117.7959538	13875.88674	1634523.314	192540232.9
6.302	3.54	12.5316	44.361864	157.0409986	555.9251349	1967.974978	117.7536769	13865.92843	1632764.056	192263971.2
6.2928	3.541	12.538681	44.39946942	157.2185212	556.7107836	1971.312885	117.7136923	13856.51336	1631101.35	192002962.4
6.2928	3.54	12.5316	44.361864	157.0409986	555.9251349	1967.974978	117.672	13846.69958	1629368.833	191731089.4
6.2468	3.539	12.524521	44.32427982	156.8636263	555.1403734	1964.641781	117.6326154	13837.4322	1627733.34	191474530
6.2008	3.538	12.517444	44.28671687	156.6864043	554.3564984	1961.313291	117.5934923	13828.22943	1626109.791	191219929.3
6.1824	3.536	12.503296	44.21165466	156.3324109	552.7914048	1954.670407	117.5546462	13819.09483	1624498.803	190967382
6.1088	3.535	12.496225	44.17415538	156.1556393	552.0101848	1951.356003	117.5160615	13810.02472	1622899.715	190716782.8
6.0996	3.535	12.496225	44.17415538	156.1556393	552.0101848	1951.356003	117.4767538	13800.78769	1621271.739	190461741
6.1088	3.534	12.489156	44.1366773	155.9790176	551.2298482	1948.046283	117.4377385	13791.62241	1619656.946	190208848.8
5.9984	3.533	12.482089	44.09922044	155.8025458	550.4503943	1944.741243	117.3999846	13782.75639	1618095.388	189964373.6
5.9984	3.532	12.475024	44.06178477	155.6262238	549.6718225	1941.440877	117.3624923	13773.9546	1616545.641	189721825.3
5.9248	3.53	12.4609	43.986977	155.2740288	548.1173217	1934.854146	117.3252462	13765.21339	1615007.049	189481099.5
5.9064	3.529	12.453841	43.94960489	155.0981557	547.3413913	1931.56777	117.2882462	13756.53269	1613479.592	189242191.5
5.8788	3.527	12.439729	43.87492418	154.7468576	545.7921667	1925.008972	117.2505077	13747.68155	1611922.642	188998748.1
5.796	3.527	12.439729	43.87492418	154.7468576	545.7921667	1925.008972	117.2130154	13738.89098	1610376.839	188757125.2
5.7776	3.527	12.439729	43.87492418	154.7468576	545.7921667	1925.008972	117.1747692	13729.92654	1608800.974	188510882.9
5.7868	3.525	12.425625	43.80032813	154.3961566	544.2464522	1918.468744	117.1378	13721.26419	1607278.7	188273090.9
5.704	3.523	12.411529	43.72581667	154.0460521	542.7042416	1911.947043	117.1020769	13712.89642	1605808.651	188043528.2
5.704	3.523	12.411529	43.72581667	154.0460521	542.7042416	1911.947043	117.0655692	13704.3475	1604307.241	187809140.4
5.6304	3.521	12.397441	43.65138976	153.6965433	541.1655291	1905.443828	117.0282769	13695.6176	1602774.529	187569941.4
5.612	3.52	12.3904	43.614208	153.5220122	540.3974828	1902.199139	116.9922154	13687.17846	1601293.33	187338854.2
5.6028	3.52	12.3904	43.614208	153.5220122	540.3974828	1902.199139	116.9553846	13678.56199	1599781.479	187103058.1
5.4832	3.516	12.362256	43.4656921	152.8253734	537.3340129	1889.266389	116.9187538	13669.995	1598278.781	186868763.3
5.5016	3.515	12.355225	43.42861588	152.6515848	536.5703206	1886.044677	116.8833231	13661.71121	1596826.206	186642353.3
5.5016	3.514	12.348196	43.39156074	152.4779445	535.8074968	1882.827544	116.8450769	13652.772	1595259.195	186398183.3
5.4188	3.511	12.327121	43.28052183	151.9579121	533.5242296	1873.20357	116.8070462	13643.88603	1593702.025	186155626
5.4004	3.508	12.306064	43.16967251	151.4392112	531.2487528	1863.620625	116.7692308	13635.05325	1592154.68	185914677.3
5.3268	3.504	12.278016	43.02216806	150.7496769	528.2268678	1850.906945	116.7296154	13625.80311	1590534.756	185662510.3
5.2992	3.502	12.264004	42.94854201	150.4057941	526.721091	1844.577261	116.6882154	13616.13961	1588843.031	185399257.9
5.29	3.501	12.257001	42.9117605	150.2340735	525.9694914	1841.419189	116.6440769	13605.84068	1587040.727	185118900.6
5.2072	3.496	12.222016	42.72816794	149.3776751	522.2243522	1825.696335	116.5992462	13595.3842	1585211.549	184834471.6
5.198	3.495	12.215025	42.69151238	149.2068358	521.4778909	1822.565229	116.5547077	13584.99989	1583395.691	184552221.9
5.198	3.493	12.201049	42.61826416	148.8655967	519.9875293	1816.31644	116.5064769	13573.75917	1581430.859	184246937.9
5.106	3.49	12.1801	42.508549	148.354836	517.7583777	1806.976738	116.4585846	13562.60193	1579481.425	183944171.1
5.0968	3.488	12.166144	42.43551027	148.0150598	516.2765287	1800.772532	116.4100308	13551.29526	1577506.699	183637603.3
5.0416	3.484	12.138256	42.2896839	147.3372587	513.3230094	1788.417365	116.3598154	13539.60664	1575466.129	183320947.9
5.0048	3.483	12.131289	42.25327959	147.1681728	512.5867459	1785.339636	116.3089692	13527.77632	1573401.72	183000732.3
5.014	3.481	12.117361	42.18053364	146.8304376	511.1167533	1779.197418	116.2555077	13515.34307	1571233.07	182664498.3
4.9864	3.479	12.103441	42.10787124	146.493284	509.6501352	1773.07282	116.2024769	13503.01564	1569083.864	182331431.5
4.8944	3.475	12.075625	41.96279688	145.8207191	506.726999	1760.876322	116.1488615	13490.55804	1566912.957	181995156.1
4.9036	3.473	12.061729	41.89038482	145.4853065	505.2704694	1754.80434	116.0946769	13477.97401	1564721.038	181655783.4
4.8024	3.471	12.047841	41.81805611	145.1504728	503.817291	1748.749817	116.0379231	13464.79959	1562427.379	181300828.1
4.7932	3.469	12.033961	41.74581071	144.8162173	502.367458	1742.712712	115.9806462	13451.51028	1560114.854	180943128.9
4.7196	3.465	12.006225	41.60156963	144.1494388	499.4778053	1730.690595	115.9228615	13438.10983	1557784.145	180582795.7
4.7104	3.463	11.992369	41.52957385	143.8169142	498.037974	1724.705504	115.8645692	13424.5984	1555435.311	180219842.3
4.692	3.462	11.985444	41.49360713	143.6508679	497.3193046	1721.719432	115.8037846	13410.51653	1552988.568	179841953.6
4.692	3.46	11.9716	41.421736	143.3192066	495.8844547	1715.760213	115.7425385	13396.33521	1550525.843	179461797
4.6092	3.457	11.950849	41.31408499	142.8227918	493.7383913	1706.853619	115.6818615	13382.29309	1548088.576	179085768.3
4.6092	3.455	11.937025	41.24242138	142.4925659	492.311815	1700.937321	115.6207231	13368.1516	1545635.355	178707477.3
4.508	3.453	11.923209	41.17084068	142.1629129	490.8885381	1695.038122	115.5581538	13353.68692	1543127.408	178320954.4
4.4896	3.451	11.909401	41.09934285	141.8338322	489.4685548	1689.155983	115.4951692	13339.13412	1540605.552	177932499
4.4988	3.45	11.9025	41.063625	141.6695063	488.7597966	1686.221298	115.4317692	13324.49335	1538069.841	177542123
4.3884	3.445	11.868025	40.88534613	140.8500174	485.2283099	1671.611528	115.3679538	13309.76477	1535520.328	177149838.4
4.3976	3.444	11.861136	40.84975238	140.6865472	484.5244686	1668.70227	115.3047538	13295.18626	1532998.179	176761977.7
4.3884	3.441	11.840481	40.74309512	140.1969903	482.4178437	1659.9998	115.2381692	13279.83565	1530343.948	176354034.8
4.3056	3.439	11.826721	40.67209352	139.8713296	481.0175025	1654.219191	115.1722462	13264.64628	1527719.107	175950841
4.3056	3.436	11.806096	40.56574586	139.3839028	478.9230899	1645.579737	115.105	13249.16103	1525044.68	175540267.9
4.2228	3.434	11.792356	40.4949505	139.05966	477.5308725	1639.841016	115.0374462	13233.61402	1522361.16	175128540
4.2044	3.432	11.778624	40.42423757	138.7359833	476.1418948	1634.118983	114.9686	13217.77899	1519629.545	174709681.3
4.186	3.43	11.7649	40.353607	138.412872	474.756151	1628.413598	114.8994923	13201.89333	1516890.841	174289987.6
4.1308	3.428	11.751184	40.28305875	138.0903254	473.3736355	1622.724822	114.8301231	13185.95717	1514145.084	173869466.4
4.094	3.424	11.723776	40.14220902	137.4469237	470.6182667	1611.396945	114.7605231	13169.97766	1511393.525	173448311.5
4.0848	3.422	11.710084	40.07190745	137.1260673	469.2454023	1605.757767	114.6907077	13153.95843	1508636.801	173026622.4
4.002	3.419	11.689561	39.96660906	136.6458364	467.1921146	1597.32984	114.6186923	13137.44463	1505796.723	172592451.3
3.9836	3.418	11.682724	39.93155063	136.4860401	466.5092849	1594.528736	114.5465385	13120.90947	1502954.762	172158265.4
3.9192	3.412	11.641744	39.72163053	135.5302034	462.4290539	1577.807932	114.4732462	13104.12408	1500071.622	171718068
3.8916	3.411	11.634921	39.68671553	135.3713867	461.7518	1575.03539	114.4008462	13087.5536	1497227.206	171284059.3
3.9008	3.408	11.614464	39.58209331	134.895774	459.7247978	1566.742111	114.3243692	13070.0614	1494226.525	170826505
3.818	3.405	11.594025	39.47765513	134.4214157	457.7049205	1558.485254	114.2488615	13052.80236	1491267.81	170375649.5
3.7996	3.4	11.56	39.304	133.6336	454.35424	1544.804416	114.1723538	13035.32638	1488273.896	169919733.9
3.7812	3.396	11.532816	39.16544314	133.0058449	451.6878492	1533.931936	114.0948769	13017.64094	1485246.141	169458975.6
3.6892	3.393	11.512449	39.06173946	132.536482	449.6962834	1525.819489	114.0144615	12999.29744	1482107.898	168981733.9
3.6892	3.389	11.485321	38.92375287	131.9125985	447.0517962	1515.058537	113.9321692	12980.53919	1478900.987	168494397.5
3.6892	3.384	11.451456	38.7517271	131.1358445	443.7636979	1501.696354	113.8490308	12961.60181	1475665.803	168003121.4
3.6064	3.372	11.370384	38.34093485	129.2856323	435.9511521	1470.027285	113.7640769	12942.2652	1472364.854	167502228.5
3.5328	3.359	11.282881	37.89919728	127.3034037	427.6121329	1436.349154	113.6763692	12922.31692	1468962.07	166986274.6
3.5144	3.35	11.2225	37.595375	125.9445063	421.9140959	1413.412221	113.5789692	12900.18225	1465189.403	166414702.1
3.4868	3.33	11.0889	36.926037	122.9637032	409.4691317	1363.532209	113.4710462	12875.67832	1461016.688	165783092.1
3.4132	3.309	10.949481	36.23183263	119.8911342	396.719763	1312.745696	113.3567846	12849.76062	1456607.547	165116347.9
3.404	3.298	10.876804	35.87169959	118.3048653	390.1694456	1286.778832	113.2252923	12819.96682	1451544.49	164351549.2
3.312	3.286	10.797796	35.48155766	116.5923985	383.1226213	1258.940934	113.0758615	12786.15046	1445804.979	163485643.7
3.3212	3.268	10.679824	34.90166483	114.0586407	372.7436377	1218.126208	112.9187846	12750.65192	1439788.118	162579124.4
3.2016	3.249	10.556001	34.29644725	111.4291571	362.0333315	1176.246294	112.7532308	12713.29105	1433464.639	161627769.3
3.2016	3.241	10.504081	34.04372652	110.3357177	357.5980609	1158.975315	112.5733846	12672.76692	1426616.265	160599021.5
3.1832	3.232	10.445824	33.76090317	109.115239	352.6604526	1139.798583	112.3784923	12628.92553	1419219.611	159489760.1
3.1096	3.224	10.394176	33.51082342	108.0388947	348.3173966	1122.975287	112.1798154	12584.31098	1411705.682	158364882.8
3.1188	3.218	10.355524	33.32407623	107.2368773	345.0882712	1110.494057	111.9764769	12538.73138	1404042.965	157219784.7
3.1004	3.211	10.310521	33.10708293	106.3068433	341.3512738	1096.07894	111.7695846	12492.44005	1396274.835	156061058.3
3.0084	3.203	10.259209	32.86024643	105.2513693	337.1201359	1079.795795	111.5612462	12445.91164	1388481.412	154900716.6
2.9992	3.19	10.1761	32.461759	103.5530112	330.3341058	1053.765797	111.3505538	12398.94584	1380629.487	153733858
2.9256	3.183	10.131489	32.24852949	102.6470694	326.7256218	1039.967654	111.1365538	12351.3336	1372684.652	152555441.7
2.898	3.177	10.093329	32.06650623	101.8752903	323.6577973	1028.260822	110.9143538	12301.99389	1364467.703	151339053.6
2.898	3.172	10.061584	31.91534445	101.2354726	321.1189191	1018.589211	110.6901385	12252.30675	1356209.531	150119020.8
2.8152	3.16	9.9856	31.554496	99.71220736	315.0905753	995.6862178	110.4649692	12202.50943	1347949.828	148901236.3
2.8152	3.155	9.954025	31.40494888	99.0826137	312.6056462	986.2708138	110.2398923	12152.83386	1339727.096	147691370.7
2.8152	3.149	9.916201	31.22611695	98.33104227	309.6444521	975.0703797	110.0079231	12101.74314	1331287.628	146452187
2.7232	3.144	9.884736	31.07760998	97.70800579	307.1939702	965.8178423	109.7762154	12050.81746	1322893.134	145222201.6
2.7048	3.139	9.853321	30.92957462	97.08793473	304.7590271	956.6385861	109.5438308	11999.85086	1314509.632	143996420.7
2.6956	3.135	9.828225	30.81148538	96.59400665	302.8222108	949.347631	109.3117846	11949.06626	1306173.757	142780184.4
2.6404	3.129	9.790641	30.63491569	95.85665119	299.9354616	938.4980593	109.0801385	11898.47661	1297887.476	141573745.6
2.5944	3.124	9.759376	30.48829062	95.24541991	297.5466918	929.5358652	108.8499385	11848.3091	1289687.717	140382428.6
2.6036	3.12	9.7344	30.371328	94.75854336	295.6466553	922.4175645	108.6192	11798.13061	1281503.508	139195885.9
2.5024	3.109	9.665881	30.05122403	93.42925551	290.4715554	903.0760656	108.3889846	11748.17199	1273372.433	138019545
2.5024	3.106	9.647236	29.96431502	93.06916244	289.0728185	897.8601744	108.1603077	11698.65216	1265329.817	136858462.4
2.5208	3.101	9.616201	29.8198393	92.47132167	286.7535685	889.2228159	107.9262154	11648.06797	1257131.892	135677487.4
2.4196	3.096	9.585216	29.67582874	91.87636577	284.4492284	880.6548112	107.6948462	11598.17989	1249064.199	134517776.7
2.4012	3.089	9.541921	29.47499397	91.04825637	281.2480639	868.7752695	107.4642154	11548.55759	1241056.68	133369182.4
2.3276	3.084	9.511056	29.3320967	90.46018624	278.9792143	860.3718971	107.2343385	11499.20335	1233109.464	132231677.6
2.2908	3.081	9.492561	29.24658044	90.10871434	277.6249489	855.3624675	107.0032615	11449.69798	1225155.027	131095583.8
2.3	3.078	9.474084	29.16123055	89.75826764	276.2759478	850.3773673	106.7730615	11400.48667	1217264.865	129971096.3
2.2908	3.074	9.449476	29.04768922	89.29259667	274.4854422	843.7682493	106.5457846	11352.00422	1209508.197	128867999.8
2.1988	3.07	9.4249	28.934443	88.82874001	272.7042318	837.2019917	106.3214154	11304.24337	1201883.155	127785918.2
2.208	3.067	9.406489	28.84970176	88.48203531	271.3744023	832.3052918	106.0989692	11256.99127	1194355.171	126719852.5
2.1988	3.063	9.381969	28.73697105	88.02134232	269.6093715	825.813505	105.8784923	11210.25513	1186924.912	125669820.2
2.116	3.058	9.351364	28.59647111	87.44800866	267.4160105	817.7581601	105.6610154	11164.25017	1179626.009	124640481.9
2.1068	3.05	9.3025	28.372625	86.53650625	263.9363441	805.0058494	105.4455385	11118.76158	1172423.802	123626859.1
2.0332	3.045	9.272025	28.23331613	85.9704476	261.7800129	797.1201394	105.2310923	11073.58279	1165285.213	122624235.8
2.0056	3.04	9.2416	28.094464	85.40717056	259.6377985	789.2989074	105.0147231	11028.09206	1158112.034	121618814.5
2.0056	3.036	9.217296	27.98371066	84.95854555	257.9341443	783.0880621	104.7995231	10982.94004	1151006.878	120624971.9
1.9136	3.026	9.156676	27.70810158	83.84471537	253.7141087	767.7388929	104.5855538	10938.13807	1143971.228	119642864.5
1.9136	3.023	9.138529	27.62577317	83.51271228	252.4589292	763.1833431	104.3738154	10893.89334	1137037.212	118676912.1
1.9044	3.019	9.114361	27.51625586	83.07157644	250.7930893	757.1443365	104.1583538	10848.96268	1130010.093	117699991.1
1.8216	3.014	9.084196	27.37976674	82.52261697	248.7231675	749.651627	103.9462769	10804.82849	1123121.694	116744318.6
1.8124	3.011	9.066121	27.29809033	82.19454999	247.48779	745.1857357	103.7366	10761.28218	1116338.825	115805194.1
1.8032	3.007	9.042049	27.18944134	81.75865012	245.8482609	739.2657205	103.5283385	10718.11686	1109628.83	114878029.1
1.7296	3.002	9.012004	27.05403601	81.2162161	243.8110807	731.9208643	103.3235385	10675.7536	1103056.638	113971714.9
1.6928	2.997	8.982009	26.91908097	80.67648568	241.7874276	724.6369204	103.1212154	10633.98506	1096589.464	113081638.3
1.7112	2.994	8.964036	26.83832378	80.35394141	240.5797006	720.2956235	102.9204	10592.60874	1090195.528	112203359.8
1.61	2.983	8.898289	26.54359609	79.17954713	236.1925891	704.5624932	102.7211385	10551.63229	1083875.681	111336943.9
1.6008	2.979	8.874441	26.43695974	78.75570306	234.6132394	698.9128402	102.5254462	10511.46711	1077692.855	110490940.8
1.61	2.975	8.850625	26.33060938	78.33356289	233.0423496	693.3009901	102.3253385	10470.47489	1071394.887	109630844.4
1.5272	2.97	8.8209	26.198073	77.80827681	231.0905821	686.3390289	102.1279385	10430.11581	1065206.226	108787315.9
1.5088	2.961	8.767521	25.96062968	76.86942449	227.6103659	673.9542934	101.9332923	10390.39608	1059127.281	107960330.7
1.4444	2.955	8.732025	25.80313388	76.2482606	225.3136101	665.8017178	101.7403692	10351.10273	1053125.014	107145327.8
1.426	2.95	8.7025	25.672375	75.73350625	223.4138434	659.0708381	101.5452308	10311.43389	1047076.934	106325668.9
1.4076	2.946	8.678916	25.56808654	75.32358294	221.9032753	653.7270491	101.3509692	10272.01896	1041079.078	105514373.6
1.4076	2.94	8.6436	25.412184	74.71182096	219.6527536	645.7790956	101.1586308	10233.06858	1035163.206	104715692.5
1.3156	2.934	8.608356	25.2569165	74.10379302	217.4205287	637.9118313	100.9692154	10194.78246	1029359.186	103933589.3
1.3248	2.927	8.567329	25.07657198	73.39912619	214.8392424	628.8344624	100.7807231	10156.75414	1023605.027	103159654.7
1.2972	2.92	8.5264	24.897088	72.69949696	212.2825311	619.8649909	100.5932	10118.99189	1017901.775	102393996.8
1.2236	2.911	8.473921	24.66758403	71.80733711	209.0311583	608.4897019	100.4056769	10081.29996	1012219.747	101632608.9
1.2144	2.893	8.369449	24.21281596	70.04767656	202.6479283	586.2604566	100.2181846	10043.68453	1006559.83	100875598.9
1.1316	2.882	8.305924	23.93767297	68.98837349	198.8244924	573.0121871	100.0286462	10005.73005	1000859.631	100114633.9
1.1224	2.868	8.225424	23.59051603	67.65759998	194.0419967	556.5124467	99.828	9965.629584	994848.8701	99313773.01
1.0948	2.854	8.145316	23.24673186	66.34617274	189.351977	540.4105424	99.62338462	9924.818762	988744.0368	98502027.46
1.0212	2.824	7.974976	22.52133222	63.6002422	179.607084	507.2104051	99.41166154	9882.67845	982453.4851	97667333.34
1.0028	2.808	7.884864	22.14069811	62.1710803	174.5763935	490.2105129	99.19272308	9839.196311	975976.675	96809784.05
0.9844	2.791	7.789681	21.74099967	60.67913008	169.3554521	472.6710667	98.95061538	9791.224285	968847.6684	95868073
0.9384	2.773	7.689529	21.32306392	59.12885624	163.9643184	454.6730548	98.69961538	9741.614077	961493.5626	94899044.83
0.8924	2.755	7.590025	20.91051888	57.6084795	158.711361	437.2497996	98.43869231	9690.176143	953888.2678	93899513.69
0.9108	2.734	7.474756	20.4359829	55.87197726	152.7539858	417.6293973	98.16681538	9636.723643	946006.4708	92866442.57
0.8188	2.713	7.360369	19.9686811	54.17503182	146.9768613	398.7482248	97.88413846	9581.304562	937857.7424	91801397.12
0.8188	2.691	7.241481	19.48682537	52.43904707	141.1134757	379.736363	97.5878	9523.378709	929365.5768	90694742.03
0.8188	2.667	7.112889	18.97007496	50.59318993	134.9320375	359.8637441	97.278	9463.009284	920542.6171	89548544.71
0.7176	2.615	6.838225	17.88195838	46.76132115	122.2808548	319.7644353	96.95396923	9400.07215	911374.306	88361356.42
0.7176	2.584	6.677056	17.2535127	44.58307683	115.2026705	297.6837006	96.61393846	9334.253105	901818.9551	87128281.03
0.7268	2.552	6.512704	16.62042061	42.41531339	108.2438798	276.2383812	96.23015385	9260.242509	891114.5613	85752091.33
0.6256	2.521	6.355441	16.02206676	40.3916303	101.8273	256.7066233	95.82421538	9182.280254	879884.8008	84314270.66
0.6164	2.454	6.022116	14.77827266	36.26588112	88.99647226	218.3973429	95.39549231	9100.299953	868127.5941	82815459.23
0.5244	2.421	5.861241	14.19006446	34.35414606	83.17138761	201.3579294	94.94538462	9014.62606	855897.1384	81263483
0.506	2.377	5.650129	13.43035663	31.92395772	75.88324749	180.3744793	94.43829231	8918.591054	842256.5089	79541266.39
0.506	2.305	5.313025	12.24652263	28.22823465	65.06608087	149.9773164	93.90906154	8818.911839	828175.7346	77773206.02
0.4784	2.234	4.990756	11.1493489	24.90764545	55.64367994	124.307981	93.34712308	8713.685387	813397.4622	75928313.02
0.414	2.166	4.691556	10.1619103	22.0106977	47.67517122	103.2644209	92.72506154	8597.937037	797244.2409	73924521.3
0.3956	2.097	4.397409	9.221366673	19.33720591	40.5501208	85.03360332	92.04490769	8472.265032	779828.8528	71779274.77
0.414	2.029	4.116841	8.353070389	16.94837982	34.38826265	69.77378492	91.31067692	8337.63972	761315.5268	69516236.1
0.3128	1.965	3.861225	7.587307125	14.9090585	29.29629995	57.56722941	90.52235385	8194.296546	741767.0114	67146495.88
0.2944	1.835	3.367225	6.178857875	11.3382042	20.80560471	38.17828464	89.68190769	8042.844567	721297.6441	64687348.73
0.2116	1.768	3.125824	5.526456832	9.770775679	17.2747314	30.54172512	88.79430769	7884.429079	700092.4216	62164221.89
0.2024	1.678	2.815684	4.724717752	7.928076388	13.30331218	22.32295784	87.79447692	7707.870178	676708.4305	59411262.68
0.2024	1.585	2.512225	3.981876625	6.311274451	10.00337	15.85534146	86.74724615	7525.084715	652780.3761	56626899.97
0.1196	1.428	2.039184	2.911954752	4.158271386	5.938011539	8.479480478	85.6306	7332.599656	627894.9081	53767017.72
0.1104	1.35	1.8225	2.460375	3.32150625	4.484033438	6.053445141	84.44284615	7130.594267	602127.6746	50845374.59
0.1104	1.275	1.625625	2.072671875	2.642656641	3.369387217	4.295968701	83.12133846	6909.156908	574298.3698	47736449.17
0.0184	1.22	1.4884	1.815848	2.21533456	2.702708163	3.297303959	81.74738462	6682.634891	546287.9247	44657609.09
0	1.152	1.327104	1.528823808	1.761205027	2.028908191	2.337302236	80.32510769	6452.122926	518267.4689	41629890.25
0	1.089	1.185921	1.291467969	1.406408618	1.531578985	1.667889515	78.87561538	6221.362702	490713.8117	38705353.87

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	4 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time4 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

4 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=319637&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	4 seconds
R Server	Big Analytics Cloud Computing Center

Multiple Linear Regression - Estimated Regression Equation
Freal[t] = -3.79393 + 33.9324V[t] -83.3594`V^2`[t] + 67.3653`V^3`[t] -24.6952`V^4`[t] + 4.07899`V^5`[t] -0.219244`V^6`[t] + 1.27749I1[t] -0.0432316I2[t] + 0.000549496I3[t] -2.38545e-06I4[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
Freal[t] =  -3.79393 +  33.9324V[t] -83.3594`V^2`[t] +  67.3653`V^3`[t] -24.6952`V^4`[t] +  4.07899`V^5`[t] -0.219244`V^6`[t] +  1.27749I1[t] -0.0432316I2[t] +  0.000549496I3[t] -2.38545e-06I4[t]  + e[t] \tabularnewline
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]Freal[t] =  -3.79393 +  33.9324V[t] -83.3594`V^2`[t] +  67.3653`V^3`[t] -24.6952`V^4`[t] +  4.07899`V^5`[t] -0.219244`V^6`[t] +  1.27749I1[t] -0.0432316I2[t] +  0.000549496I3[t] -2.38545e-06I4[t]  + e[t][/C][/ROW]
[ROW][C][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Estimated Regression Equation
Freal[t] = -3.79393 + 33.9324V[t] -83.3594`V^2`[t] + 67.3653`V^3`[t] -24.6952`V^4`[t] + 4.07899`V^5`[t] -0.219244`V^6`[t] + 1.27749I1[t] -0.0432316I2[t] + 0.000549496I3[t] -2.38545e-06I4[t] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	-3.794	1.009	-3.7600e+00	0.0001826	9.131e-05
V	+33.93	6.635	+5.1140e+00	3.974e-07	1.987e-07
`V^2`	-83.36	13.16	-6.3330e+00	4.072e-10	2.036e-10
`V^3`	+67.36	11.03	+6.1070e+00	1.604e-09	8.022e-10
`V^4`	-24.7	4.592	-5.3780e+00	1.001e-07	5.005e-08
`V^5`	+4.079	0.9376	+4.3510e+00	1.54e-05	7.699e-06
`V^6`	-0.2192	0.07479	-2.9320e+00	0.003473	0.001736
I1	+1.278	0.1011	+1.2640e+01	2.128e-33	1.064e-33
I2	-0.04323	0.002656	-1.6280e+01	1.975e-51	9.874e-52
I3	+0.0005495	2.733e-05	+2.0100e+01	1.308e-72	6.54e-73
I4	-2.385e-06	9.698e-08	-2.4600e+01	4.19e-99	2.095e-99

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Ordinary Least Squares \tabularnewline
Variable & Parameter & S.D. & T-STATH0: parameter = 0 & 2-tail p-value & 1-tail p-value \tabularnewline
(Intercept) & -3.794 &  1.009 & -3.7600e+00 &  0.0001826 &  9.131e-05 \tabularnewline
V & +33.93 &  6.635 & +5.1140e+00 &  3.974e-07 &  1.987e-07 \tabularnewline
`V^2` & -83.36 &  13.16 & -6.3330e+00 &  4.072e-10 &  2.036e-10 \tabularnewline
`V^3` & +67.36 &  11.03 & +6.1070e+00 &  1.604e-09 &  8.022e-10 \tabularnewline
`V^4` & -24.7 &  4.592 & -5.3780e+00 &  1.001e-07 &  5.005e-08 \tabularnewline
`V^5` & +4.079 &  0.9376 & +4.3510e+00 &  1.54e-05 &  7.699e-06 \tabularnewline
`V^6` & -0.2192 &  0.07479 & -2.9320e+00 &  0.003473 &  0.001736 \tabularnewline
I1 & +1.278 &  0.1011 & +1.2640e+01 &  2.128e-33 &  1.064e-33 \tabularnewline
I2 & -0.04323 &  0.002656 & -1.6280e+01 &  1.975e-51 &  9.874e-52 \tabularnewline
I3 & +0.0005495 &  2.733e-05 & +2.0100e+01 &  1.308e-72 &  6.54e-73 \tabularnewline
I4 & -2.385e-06 &  9.698e-08 & -2.4600e+01 &  4.19e-99 &  2.095e-99 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=2

[TABLE]
[ROW][C]Multiple Linear Regression - Ordinary Least Squares[/C][/ROW]
[ROW][C]Variable[/C][C]Parameter[/C][C]S.D.[/C][C]T-STATH0: parameter = 0[/C][C]2-tail p-value[/C][C]1-tail p-value[/C][/ROW]
[ROW][C](Intercept)[/C][C]-3.794[/C][C] 1.009[/C][C]-3.7600e+00[/C][C] 0.0001826[/C][C] 9.131e-05[/C][/ROW]
[ROW][C]V[/C][C]+33.93[/C][C] 6.635[/C][C]+5.1140e+00[/C][C] 3.974e-07[/C][C] 1.987e-07[/C][/ROW]
[ROW][C]`V^2`[/C][C]-83.36[/C][C] 13.16[/C][C]-6.3330e+00[/C][C] 4.072e-10[/C][C] 2.036e-10[/C][/ROW]
[ROW][C]`V^3`[/C][C]+67.36[/C][C] 11.03[/C][C]+6.1070e+00[/C][C] 1.604e-09[/C][C] 8.022e-10[/C][/ROW]
[ROW][C]`V^4`[/C][C]-24.7[/C][C] 4.592[/C][C]-5.3780e+00[/C][C] 1.001e-07[/C][C] 5.005e-08[/C][/ROW]
[ROW][C]`V^5`[/C][C]+4.079[/C][C] 0.9376[/C][C]+4.3510e+00[/C][C] 1.54e-05[/C][C] 7.699e-06[/C][/ROW]
[ROW][C]`V^6`[/C][C]-0.2192[/C][C] 0.07479[/C][C]-2.9320e+00[/C][C] 0.003473[/C][C] 0.001736[/C][/ROW]
[ROW][C]I1[/C][C]+1.278[/C][C] 0.1011[/C][C]+1.2640e+01[/C][C] 2.128e-33[/C][C] 1.064e-33[/C][/ROW]
[ROW][C]I2[/C][C]-0.04323[/C][C] 0.002656[/C][C]-1.6280e+01[/C][C] 1.975e-51[/C][C] 9.874e-52[/C][/ROW]
[ROW][C]I3[/C][C]+0.0005495[/C][C] 2.733e-05[/C][C]+2.0100e+01[/C][C] 1.308e-72[/C][C] 6.54e-73[/C][/ROW]
[ROW][C]I4[/C][C]-2.385e-06[/C][C] 9.698e-08[/C][C]-2.4600e+01[/C][C] 4.19e-99[/C][C] 2.095e-99[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=2

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	-3.794	1.009	-3.7600e+00	0.0001826	9.131e-05
V	+33.93	6.635	+5.1140e+00	3.974e-07	1.987e-07
`V^2`	-83.36	13.16	-6.3330e+00	4.072e-10	2.036e-10
`V^3`	+67.36	11.03	+6.1070e+00	1.604e-09	8.022e-10
`V^4`	-24.7	4.592	-5.3780e+00	1.001e-07	5.005e-08
`V^5`	+4.079	0.9376	+4.3510e+00	1.54e-05	7.699e-06
`V^6`	-0.2192	0.07479	-2.9320e+00	0.003473	0.001736
I1	+1.278	0.1011	+1.2640e+01	2.128e-33	1.064e-33
I2	-0.04323	0.002656	-1.6280e+01	1.975e-51	9.874e-52
I3	+0.0005495	2.733e-05	+2.0100e+01	1.308e-72	6.54e-73
I4	-2.385e-06	9.698e-08	-2.4600e+01	4.19e-99	2.095e-99

Multiple Linear Regression - Regression Statistics
Multiple R	0.9781
R-squared	0.9567
Adjusted R-squared	0.9561
F-TEST (value)	1705
F-TEST (DF numerator)	10
F-TEST (DF denominator)	772
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.8985
Sum Squared Residuals	623.3

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R &  0.9781 \tabularnewline
R-squared &  0.9567 \tabularnewline
Adjusted R-squared &  0.9561 \tabularnewline
F-TEST (value) &  1705 \tabularnewline
F-TEST (DF numerator) & 10 \tabularnewline
F-TEST (DF denominator) & 772 \tabularnewline
p-value &  0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation &  0.8985 \tabularnewline
Sum Squared Residuals &  623.3 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C] 0.9781[/C][/ROW]
[ROW][C]R-squared[/C][C] 0.9567[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C] 0.9561[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C] 1705[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]10[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]772[/C][/ROW]
[ROW][C]p-value[/C][C] 0[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C] 0.8985[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C] 623.3[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=3

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Regression Statistics
Multiple R	0.9781
R-squared	0.9567
Adjusted R-squared	0.9561
F-TEST (value)	1705
F-TEST (DF numerator)	10
F-TEST (DF denominator)	772
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.8985
Sum Squared Residuals	623.3

Menu of Residual Diagnostics
Description	Link
Histogram	Compute
Central Tendency	Compute
QQ Plot	Compute
Kernel Density Plot	Compute
Skewness/Kurtosis Test	Compute
Skewness-Kurtosis Plot	Compute
Harrell-Davis Plot	Compute
Bootstrap Plot -- Central Tendency	Compute
Blocked Bootstrap Plot -- Central Tendency	Compute
(Partial) Autocorrelation Plot	Compute
Spectral Analysis	Compute
Tukey lambda PPCC Plot	Compute
Box-Cox Normality Plot	Compute
Summary Statistics	Compute

\begin{tabular}{lllllllll}
\hline
Menu of Residual Diagnostics \tabularnewline
Description & Link \tabularnewline
Histogram & Compute \tabularnewline
Central Tendency & Compute \tabularnewline
QQ Plot & Compute \tabularnewline
Kernel Density Plot & Compute \tabularnewline
Skewness/Kurtosis Test & Compute \tabularnewline
Skewness-Kurtosis Plot & Compute \tabularnewline
Harrell-Davis Plot & Compute \tabularnewline
Bootstrap Plot -- Central Tendency & Compute \tabularnewline
Blocked Bootstrap Plot -- Central Tendency & Compute \tabularnewline
(Partial) Autocorrelation Plot & Compute \tabularnewline
Spectral Analysis & Compute \tabularnewline
Tukey lambda PPCC Plot & Compute \tabularnewline
Box-Cox Normality Plot & Compute \tabularnewline
Summary Statistics & Compute \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=4

[TABLE]
[ROW][C]Menu of Residual Diagnostics[/C][/ROW]
[ROW][C]Description[/C][C]Link[/C][/ROW]
[ROW][C]Histogram[/C][C]Compute[/C][/ROW]
[ROW][C]Central Tendency[/C][C]Compute[/C][/ROW]
[ROW][C]QQ Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Kernel Density Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Skewness/Kurtosis Test[/C][C]Compute[/C][/ROW]
[ROW][C]Skewness-Kurtosis Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Harrell-Davis Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Bootstrap Plot -- Central Tendency[/C][C]Compute[/C][/ROW]
[ROW][C]Blocked Bootstrap Plot -- Central Tendency[/C][C]Compute[/C][/ROW]
[ROW][C](Partial) Autocorrelation Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Spectral Analysis[/C][C]Compute[/C][/ROW]
[ROW][C]Tukey lambda PPCC Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Box-Cox Normality Plot[/C][C]Compute[/C][/ROW]
[ROW][C]Summary Statistics[/C][C]Compute[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=4

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Menu of Residual Diagnostics
Description	Link
Histogram	Compute
Central Tendency	Compute
QQ Plot	Compute
Kernel Density Plot	Compute
Skewness/Kurtosis Test	Compute
Skewness-Kurtosis Plot	Compute
Harrell-Davis Plot	Compute
Bootstrap Plot -- Central Tendency	Compute
Blocked Bootstrap Plot -- Central Tendency	Compute
(Partial) Autocorrelation Plot	Compute
Spectral Analysis	Compute
Tukey lambda PPCC Plot	Compute
Box-Cox Normality Plot	Compute
Summary Statistics	Compute

Ramsey RESET F-Test for powers (2 and 3) of fitted values
> reset_test_fitted RESET test data: mylm RESET = 939.28, df1 = 2, df2 = 770, p-value < 2.2e-16
Ramsey RESET F-Test for powers (2 and 3) of regressors
> reset_test_regressors RESET test data: mylm RESET = 32.931, df1 = 20, df2 = 752, p-value < 2.2e-16
Ramsey RESET F-Test for powers (2 and 3) of principal components
> reset_test_principal_components RESET test data: mylm RESET = 107.13, df1 = 2, df2 = 770, p-value < 2.2e-16

\begin{tabular}{lllllllll}
\hline
Ramsey RESET F-Test for powers (2 and 3) of fitted values \tabularnewline
> reset_test_fitted
	RESET test
data:  mylm
RESET = 939.28, df1 = 2, df2 = 770, p-value < 2.2e-16
 \tabularnewline
Ramsey RESET F-Test for powers (2 and 3) of regressors \tabularnewline
> reset_test_regressors
	RESET test
data:  mylm
RESET = 32.931, df1 = 20, df2 = 752, p-value < 2.2e-16
 \tabularnewline
Ramsey RESET F-Test for powers (2 and 3) of principal components \tabularnewline
> reset_test_principal_components
	RESET test
data:  mylm
RESET = 107.13, df1 = 2, df2 = 770, p-value < 2.2e-16
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=5

[TABLE]
[ROW][C]Ramsey RESET F-Test for powers (2 and 3) of fitted values[/C][/ROW]
[ROW][C]> reset_test_fitted
	RESET test
data:  mylm
RESET = 939.28, df1 = 2, df2 = 770, p-value < 2.2e-16
[/C][/ROW]
[ROW][C]Ramsey RESET F-Test for powers (2 and 3) of regressors[/C][/ROW]
[ROW][C]> reset_test_regressors
	RESET test
data:  mylm
RESET = 32.931, df1 = 20, df2 = 752, p-value < 2.2e-16
[/C][/ROW]
[ROW][C]Ramsey RESET F-Test for powers (2 and 3) of principal components[/C][/ROW]
[ROW][C]> reset_test_principal_components
	RESET test
data:  mylm
RESET = 107.13, df1 = 2, df2 = 770, p-value < 2.2e-16
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=5

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Ramsey RESET F-Test for powers (2 and 3) of fitted values
> reset_test_fitted RESET test data: mylm RESET = 939.28, df1 = 2, df2 = 770, p-value < 2.2e-16
Ramsey RESET F-Test for powers (2 and 3) of regressors
> reset_test_regressors RESET test data: mylm RESET = 32.931, df1 = 20, df2 = 752, p-value < 2.2e-16
Ramsey RESET F-Test for powers (2 and 3) of principal components
> reset_test_principal_components RESET test data: mylm RESET = 107.13, df1 = 2, df2 = 770, p-value < 2.2e-16

Variance Inflation Factors (Multicollinearity)
> vif V `V^2` `V^3` `V^4` `V^5` `V^6` 19181.122 1810077.960 22533463.731 62495381.065 39635649.145 3725568.515 I1 I2 I3 I4 7227.344 105886.469 199121.272 41874.270

\begin{tabular}{lllllllll}
\hline
Variance Inflation Factors (Multicollinearity) \tabularnewline
> vif
           V        `V^2`        `V^3`        `V^4`        `V^5`        `V^6` 
   19181.122  1810077.960 22533463.731 62495381.065 39635649.145  3725568.515 
          I1           I2           I3           I4 
    7227.344   105886.469   199121.272    41874.270 
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=319637&T=6

[TABLE]
[ROW][C]Variance Inflation Factors (Multicollinearity)[/C][/ROW]
[ROW][C]> vif
           V        `V^2`        `V^3`        `V^4`        `V^5`        `V^6` 
   19181.122  1810077.960 22533463.731 62495381.065 39635649.145  3725568.515 
          I1           I2           I3           I4 
    7227.344   105886.469   199121.272    41874.270 
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=319637&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=319637&T=6

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Variance Inflation Factors (Multicollinearity)
> vif V `V^2` `V^3` `V^4` `V^5` `V^6` 19181.122 1810077.960 22533463.731 62495381.065 39635649.145 3725568.515 I1 I2 I3 I4 7227.344 105886.469 199121.272 41874.270

Figure 1

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Figure 2

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Figure 3

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Figure 4

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Figure 5

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Figure 6

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Figure 7

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Figure 8

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Figure 9

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Figure 10

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Parameters (Session):

par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ; par4 = 0 ; par5 = 0 ; par6 = 12 ;

Parameters (R input):

par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ; par4 = 0 ; par5 = 0 ; par6 = 12 ;

R code (references can be found in the software module):

library(lattice)
library(lmtest)
library(car)
library(MASS)
n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
mywarning <- ''
par6 <- as.numeric(par6)
if(is.na(par6)) {
par6 <- 12
mywarning = 'Warning: you did not specify the seasonality. The seasonal period was set to s = 12.'
}
par1 <- as.numeric(par1)
if(is.na(par1)) {
par1 <- 1
mywarning = 'Warning: you did not specify the column number of the endogenous series! The first column was selected by default.'
}
if (par4=='') par4 <- 0
par4 <- as.numeric(par4)
if (!is.numeric(par4)) par4 <- 0
if (par5=='') par5 <- 0
par5 <- as.numeric(par5)
if (!is.numeric(par5)) par5 <- 0
x <- na.omit(t(y))
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
x <- x1
if (par3 == 'First Differences'){
(n <- n -1)
x2 <- array(0, dim=c(n,k), dimnames=list(1:n, paste('(1-B)',colnames(x),sep='')))
for (i in 1:n) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
}
if (par3 == 'Seasonal Differences (s)'){
(n <- n - par6)
x2 <- array(0, dim=c(n,k), dimnames=list(1:n, paste('(1-Bs)',colnames(x),sep='')))
for (i in 1:n) {
for (j in 1:k) {
x2[i,j] <- x[i+par6,j] - x[i,j]
}
}
x <- x2
}
if (par3 == 'First and Seasonal Differences (s)'){
(n <- n -1)
x2 <- array(0, dim=c(n,k), dimnames=list(1:n, paste('(1-B)',colnames(x),sep='')))
for (i in 1:n) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
(n <- n - par6)
x2 <- array(0, dim=c(n,k), dimnames=list(1:n, paste('(1-Bs)',colnames(x),sep='')))
for (i in 1:n) {
for (j in 1:k) {
x2[i,j] <- x[i+par6,j] - x[i,j]
}
}
x <- x2
}
if(par4 > 0) {
x2 <- array(0, dim=c(n-par4,par4), dimnames=list(1:(n-par4), paste(colnames(x)[par1],'(t-',1:par4,')',sep='')))
for (i in 1:(n-par4)) {
for (j in 1:par4) {
x2[i,j] <- x[i+par4-j,par1]
}
}
x <- cbind(x[(par4+1):n,], x2)
n <- n - par4
}
if(par5 > 0) {
x2 <- array(0, dim=c(n-par5*par6,par5), dimnames=list(1:(n-par5*par6), paste(colnames(x)[par1],'(t-',1:par5,'s)',sep='')))
for (i in 1:(n-par5*par6)) {
for (j in 1:par5) {
x2[i,j] <- x[i+par5*par6-j*par6,par1]
}
}
x <- cbind(x[(par5*par6+1):n,], x2)
n <- n - par5*par6
}
if (par2 == 'Include Seasonal Dummies'){
x2 <- array(0, dim=c(n,par6-1), dimnames=list(1:n, paste('M', seq(1:(par6-1)), sep ='')))
for (i in 1:(par6-1)){
x2[seq(i,n,par6),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Monthly Dummies'){
x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
for (i in 1:11){
x2[seq(i,n,12),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Quarterly Dummies'){
x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
for (i in 1:3){
x2[seq(i,n,4),i] <- 1
}
x <- cbind(x, x2)
}
(k <- length(x[n,]))
if (par3 == 'Linear Trend'){
x <- cbind(x, c(1:n))
colnames(x)[k+1] <- 't'
}
print(x)
(k <- length(x[n,]))
head(x)
df <- as.data.frame(x)
(mylm <- lm(df))
(mysum <- summary(mylm))
if (n > n25) {
kp3 <- k + 3
nmkm3 <- n - k - 3
gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
numgqtests <- 0
numsignificant1 <- 0
numsignificant5 <- 0
numsignificant10 <- 0
for (mypoint in kp3:nmkm3) {
j <- 0
numgqtests <- numgqtests + 1
for (myalt in c('greater', 'two.sided', 'less')) {
j <- j + 1
gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
}
if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
}
gqarr
}
bitmap(file='test0.png')
plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
points(x[,1]-mysum$resid)
grid()
dev.off()
bitmap(file='test1.png')
plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
grid()
dev.off()
bitmap(file='test2.png')
sresid <- studres(mylm)
hist(sresid, freq=FALSE, main='Distribution of Studentized Residuals')
xfit<-seq(min(sresid),max(sresid),length=40)
yfit<-dnorm(xfit)
lines(xfit, yfit)
grid()
dev.off()
bitmap(file='test3.png')
densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
dev.off()
bitmap(file='test4.png')
qqPlot(mylm, main='QQ Plot')
grid()
dev.off()
(myerror <- as.ts(mysum$resid))
bitmap(file='test5.png')
dum <- cbind(lag(myerror,k=1),myerror)
dum
dum1 <- dum[2:length(myerror),]
dum1
z <- as.data.frame(dum1)
print(z)
plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
lines(lowess(z))
abline(lm(z))
grid()
dev.off()
bitmap(file='test6.png')
acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
grid()
dev.off()
bitmap(file='test7.png')
pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
grid()
dev.off()
bitmap(file='test8.png')
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(mylm, las = 1, sub='Residual Diagnostics')
par(opar)
dev.off()
if (n > n25) {
bitmap(file='test9.png')
plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
grid()
dev.off()
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
a<-table.row.end(a)
myeq <- colnames(x)[1]
myeq <- paste(myeq, '[t] = ', sep='')
for (i in 1:k){
if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
myeq <- paste(myeq, signif(mysum$coefficients[i,1],6), sep=' ')
if (rownames(mysum$coefficients)[i] != '(Intercept)') {
myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
}
}
myeq <- paste(myeq, ' + e[t]')
a<-table.row.start(a)
a<-table.element(a, myeq)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, mywarning)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Multiple Linear Regression - Ordinary Least Squares', 6, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variable',header=TRUE)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'S.D.',header=TRUE)
a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
a<-table.element(a,'2-tail p-value',header=TRUE)
a<-table.element(a,'1-tail p-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:k){
a<-table.row.start(a)
a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
a<-table.element(a,formatC(signif(mysum$coefficients[i,1],5),format='g',flag='+'))
a<-table.element(a,formatC(signif(mysum$coefficients[i,2],5),format='g',flag=' '))
a<-table.element(a,formatC(signif(mysum$coefficients[i,3],4),format='e',flag='+'))
a<-table.element(a,formatC(signif(mysum$coefficients[i,4],4),format='g',flag=' '))
a<-table.element(a,formatC(signif(mysum$coefficients[i,4]/2,4),format='g',flag=' '))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple R',1,TRUE)
a<-table.element(a,formatC(signif(sqrt(mysum$r.squared),6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'R-squared',1,TRUE)
a<-table.element(a,formatC(signif(mysum$r.squared,6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Adjusted R-squared',1,TRUE)
a<-table.element(a,formatC(signif(mysum$adj.r.squared,6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (value)',1,TRUE)
a<-table.element(a,formatC(signif(mysum$fstatistic[1],6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
a<-table.element(a, signif(mysum$fstatistic[2],6))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
a<-table.element(a, signif(mysum$fstatistic[3],6))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'p-value',1,TRUE)
a<-table.element(a,formatC(signif(1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]),6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
a<-table.element(a,formatC(signif(mysum$sigma,6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
a<-table.element(a,formatC(signif(sum(myerror*myerror),6),format='g',flag=' '))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
myr <- as.numeric(mysum$resid)
myr
a <-table.start()
a <- table.row.start(a)
a <- table.element(a,'Menu of Residual Diagnostics',2,TRUE)
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Description',1,TRUE)
a <- table.element(a,'Link',1,TRUE)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Histogram',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_histogram.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Central Tendency',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_centraltendency.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'QQ Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_fitdistrnorm.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Kernel Density Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_density.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Skewness/Kurtosis Test',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_skewness_kurtosis.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Skewness-Kurtosis Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_skewness_kurtosis_plot.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Harrell-Davis Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_harrell_davis.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Bootstrap Plot -- Central Tendency',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_bootstrapplot1.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Blocked Bootstrap Plot -- Central Tendency',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_bootstrapplot.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'(Partial) Autocorrelation Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_autocorrelation.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Spectral Analysis',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_spectrum.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Tukey lambda PPCC Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_tukeylambda.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <-table.element(a,'Box-Cox Normality Plot',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_boxcoxnorm.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Summary Statistics',1,header=TRUE)
a <- table.element(a,hyperlink( paste('https://supernova.wessa.net/rwasp_summary1.wasp?convertgetintopost=1&data=',paste(as.character(mysum$resid),sep='',collapse=' '),sep='') ,'Compute','Click here to examine the Residuals.'),1)
a <- table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable7.tab')
if(n < 200) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Time or Index', 1, TRUE)
a<-table.element(a, 'Actuals', 1, TRUE)
a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,i, 1, TRUE)
a<-table.element(a,formatC(signif(x[i],6),format='g',flag=' '))
a<-table.element(a,formatC(signif(x[i]-mysum$resid[i],6),format='g',flag=' '))
a<-table.element(a,formatC(signif(mysum$resid[i],6),format='g',flag=' '))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable4.tab')
if (n > n25) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-values',header=TRUE)
a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'breakpoint index',header=TRUE)
a<-table.element(a,'greater',header=TRUE)
a<-table.element(a,'2-sided',header=TRUE)
a<-table.element(a,'less',header=TRUE)
a<-table.row.end(a)
for (mypoint in kp3:nmkm3) {
a<-table.row.start(a)
a<-table.element(a,mypoint,header=TRUE)
a<-table.element(a,formatC(signif(gqarr[mypoint-kp3+1,1],6),format='g',flag=' '))
a<-table.element(a,formatC(signif(gqarr[mypoint-kp3+1,2],6),format='g',flag=' '))
a<-table.element(a,formatC(signif(gqarr[mypoint-kp3+1,3],6),format='g',flag=' '))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable5.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Description',header=TRUE)
a<-table.element(a,'# significant tests',header=TRUE)
a<-table.element(a,'% significant tests',header=TRUE)
a<-table.element(a,'OK/NOK',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'1% type I error level',header=TRUE)
a<-table.element(a,signif(numsignificant1,6))
a<-table.element(a,formatC(signif(numsignificant1/numgqtests,6),format='g',flag=' '))
if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'5% type I error level',header=TRUE)
a<-table.element(a,signif(numsignificant5,6))
a<-table.element(a,signif(numsignificant5/numgqtests,6))
if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'10% type I error level',header=TRUE)
a<-table.element(a,signif(numsignificant10,6))
a<-table.element(a,signif(numsignificant10/numgqtests,6))
if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable6.tab')
}
}
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Ramsey RESET F-Test for powers (2 and 3) of fitted values',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
reset_test_fitted <- resettest(mylm,power=2:3,type='fitted')
a<-table.element(a,paste('',RC.texteval('reset_test_fitted'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Ramsey RESET F-Test for powers (2 and 3) of regressors',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
reset_test_regressors <- resettest(mylm,power=2:3,type='regressor')
a<-table.element(a,paste('',RC.texteval('reset_test_regressors'),'
',sep=''))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Ramsey RESET F-Test for powers (2 and 3) of principal components',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
reset_test_principal_components <- resettest(mylm,power=2:3,type='princomp')
a<-table.element(a,paste('',RC.texteval('reset_test_principal_components'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable8.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Variance Inflation Factors (Multicollinearity)',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
vif <- vif(mylm)
a<-table.element(a,paste('',RC.texteval('vif'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable9.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code