Multiple Linear Regression - Estimated Regression Equation

gestate[t] = + 28.7249713992691 + 0.0234375714795196black[t] + 0.0700705000036279edu[t] + 0.0649699576483639smoke[t] + 0.00298725554079258grams[t] -0.000697985516953642t + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STAT H0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	28.7249713992691	0.627728	45.7602	0	0
black	0.0234375714795196	0.120958	0.1938	0.846395	0.423197
edu	0.0700705000036279	0.056428	1.2418	0.214583	0.107291
smoke	0.0649699576483639	0.140012	0.464	0.642717	0.321358
grams	0.00298725554079258	9.6e-05	31.2606	0	0
t	-0.000697985516953642	0.000367	-1.9038	0.057198	0.028599

Multiple Linear Regression - Regression Statistics
Multiple R	0.703640274672417
R-squared	0.495109636141075
Adjusted R-squared	0.492833304473541
F-TEST (value)	217.503294094903
F-TEST (DF numerator)	5
F-TEST (DF denominator)	1109
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	1.90296821951966
Sum Squared Residuals	4016.00844135253

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	40	37.4463099286172	2.55369007138278
2	26	31.7813149649109	-5.78131496491089
3	38	40.7433337284576	-2.74333372845759
4	37	38.0085472588664	-1.00854725886635
5	38	39.3857237419039	-1.38572374190386
6	40	38.3965981202909	1.60340187970912
7	40	40.1271739068605	-0.127173906860482
8	41	38.484848996473	2.51515100352699
9	39	38.3788474027792	0.621152597220762
10	39	38.97261326988	0.0273867301199907
11	38	38.1051976816537	-0.105197681653705
12	38	35.8491217628384	2.15087823716165
13	40	38.8053462898592	1.19465371014077
14	40	39.7610305502427	0.238969449757271
15	39	39.4633841290914	-0.463384129091416
16	40	39.8428172615042	0.157182738495807
17	38	38.2790349639036	-0.279034963903645
18	39	39.3754094261066	-0.375409426106643
19	42	40.5192907855601	1.48070921443993
20	39	37.4054120536904	1.59458794630958
21	39	40.1679254434066	-1.16792544340661
22	42	38.3748741334141	3.6251258665859
23	39	40.2561471385965	-1.25614713859648
24	38	37.7168959017222	0.283104098277845
25	38	37.3674386821815	0.632561317818459
26	37	37.4234985519396	-0.423498551939647
27	38	37.0635802372785	0.93641976272149
28	40	40.8156248752461	-0.815624875246115
29	41	39.5002452603782	1.49975473962183
30	36	37.6208527311049	-1.62085273110494
31	41	38.6925794847325	2.30742051526748
32	38	37.0600903096937	0.939909690306258
33	38	38.1684137940599	-0.16841379405991
34	40	40.6207130803805	-0.620713080380489
35	41	37.5760016987959	3.42399830120411
36	39	38.3485424254974	0.651457574502603
37	37	36.6324100953164	0.367589904683573
38	38	38.6876935861138	-0.687693586113844
39	38	38.8151583974487	-0.81515839744872
40	39	38.7972865429361	0.202713457063917
41	41	37.6435079186732	3.35649208132681
42	40	36.8081555001792	3.19184449982079
43	40	37.2413592323263	2.75864076767374
44	40	41.4404533457614	-1.44045334576143
45	41	41.2373716477196	-0.237371647719649
46	40	39.4139873094724	0.586012690527602
47	40	38.150140703047	1.849859296953
48	40	36.6434054521238	3.35659454787623
49	38	41.2704267721413	-3.27042677214134
50	37	40.1878818080107	-3.18788180801066
51	39	38.066232388531	0.933767611469033
52	35	37.5539640412894	-2.55396404128941
53	38	40.670183721915	-2.67018372191501
54	40	40.5828553257151	-0.582855325715075
55	37	38.526465055286	-1.526465055286
56	37	36.6191483704943	0.380851629505692
57	37	37.9724268092055	-0.972426809205468
58	37	40.9415213040832	-3.94152130408316
59	40	38.7380058479062	1.26199415209382
60	42	41.0050952906976	0.994904709302379
61	39	39.1590230452199	-0.159023045219922
62	38	38.6325680845235	-0.632568084523474
63	38	34.4848097441373	3.51519025586266
64	41	38.5693428968515	2.4306571031485
65	41	40.6925836008381	0.307416399161926
66	40	38.1250834415312	1.87491655846878
67	40	39.4788223530892	0.521177646910802
68	40	39.396258330875	0.603741669125049
69	38	37.6121687875048	0.387831212495175
70	37	37.334116509541	-0.334116509540981
71	34	36.1679283902681	-2.1679283902681
72	36	36.9272034492084	-0.927203449208356
73	39	39.4529739869529	-0.452973986952856
74	39	40.0467398540536	-1.04673985405363
75	40	39.1326913373032	0.867308662696786
76	40	38.9851573574406	1.0148426425594
77	40	39.5371016469703	0.462898353029722
78	40	38.601103485783	1.39889651421701
79	39	39.6753570221045	-0.675357022104549
80	38	38.3102329186945	-0.310232918694457
81	33	35.8062147899933	-2.80621478999332
82	39	37.9443917716839	1.05560822831614
83	38	38.7263547378546	-0.726354737854558
84	40	42.1823718858814	-2.18237188588145
85	34	37.176810732441	-3.17681073244102
86	38	37.9595233628608	0.0404766371392043
87	36	38.7048895982929	-2.70488959829292
88	39	37.6205675157173	1.37943248428267
89	35	38.7636992109217	-3.76369921092168
90	41	41.1408566358756	-0.140856635875624
91	40	39.655781837987	0.344218162012992
92	40	38.2869208147871	1.71307918521295
93	36	37.9546374642421	-1.95463746424212
94	41	43.8534799803883	-2.85347998038827
95	40	39.6078918714051	0.392108128594947
96	41	40.7545892049547	0.245410795045297
97	39	39.0653421746409	-0.065342174640867
98	38	37.6551200467166	0.344879953283366
99	38	38.67307620061	-0.673076200609952
100	39	40.1782441990547	-1.17824419905471
101	40	38.0958895744522	1.90411042554785
102	40	41.4763043882656	-1.47630438826558
103	38	37.8610271983896	0.138972801610401
104	41	37.3554830264787	3.6445169735213
105	38	39.9507101059105	-1.9507101059105
106	38	38.0381685742863	-0.038168574286293
107	40	40.6398306376465	-0.639830637646501
108	38	37.5588117167256	0.441188283274428
109	35	36.3034664040757	-1.30346640407573
110	38	38.0503129099224	-0.0503129099224413
111	39	38.6074820462846	0.392517953715372
112	41	39.4257525517917	1.57424744820834
113	36	37.0803481581548	-1.08034815815478
114	41	41.5904060392346	-0.590406039234632
115	43	39.0975872684476	3.90241273155241
116	41	40.4867127736483	0.513287226351739
117	40	39.7026041721946	0.297395827805423
118	40	39.7240271125591	0.275972887440935
119	31	39.6362382435123	-8.6362382435123
120	39	39.5489098473124	-0.548909847312367
121	38	38.4224769957634	-0.42247699576343
122	38	40.6920932212488	-2.69209322124884
123	36	38.93367884065	-2.93367884064995
124	39	39.8650045838603	-0.865004583860286
125	35	35.792677296243	-0.792677296243041
126	35	34.7083552136675	0.291644786332548
127	40	40.8797876482748	-0.879787648274798
128	39	38.1871119476569	0.812888052343095
129	40	41.1323083982083	-1.13230839820826
130	35	36.1484076978025	-1.14840769780246
131	39	37.1842873849405	1.81571261505947
132	36	35.9438783499947	0.0561216500053475
133	41	37.8998327436968	3.10016725630316
134	40	39.4554948949328	0.544505105067176
135	40	38.8842311011245	1.11576889887551
136	40	39.1135517922486	0.886448207751438
137	40	40.3433138981359	-0.343313898135902
138	38	38.7925194783498	-0.792519478349848
139	39	38.9591078031173	0.0408921968827205
140	37	36.6305880870738	0.36941191292617
141	40	38.9099157434307	1.09008425656931
142	40	39.3398430286347	0.66015697136531
143	40	39.7800487260591	0.219951273940855
144	38	40.042978892381	-2.04297889238101
145	41	40.5266767773193	0.473323222680722
146	42	38.4135286516151	3.58647134838485
147	38	39.6166946490376	-1.6166946490376
148	38	38.5107121134274	-0.510712113427394
149	39	39.5918611065242	-0.591861106524177
150	38	40.6115943788624	-2.61159437886239
151	42	39.5922422539352	2.40775774606483
152	39	34.755177547875	4.24482245212498
153	40	38.8119222510035	1.18807774899653
154	38	40.6697576847063	-2.66975768470632
155	40	37.8448930760445	2.15510692395551
156	37	37.5731045005645	-0.573104500564479
157	40	38.4207870886326	1.57921291136738
158	39	37.1024202182239	1.89757978177612
159	38	37.635980501662	0.364019498338018
160	41	39.9030699444534	1.09693005554658
161	26	32.1171235467842	-6.11712354678417
162	40	40.6664113918624	-0.666411391862415
163	38	36.6145344201839	1.3854655798161
164	40	40.2594983315298	-0.259498331529789
165	39	39.1769533673991	-0.176953367399099
166	39	37.4608210372181	1.53917896278187
167	39	39.1334466273918	-0.133446627391844
168	39	39.667756575079	-0.667756575079014
169	28	33.1352943444141	-5.13529434441408
170	38	40.5429901000627	-2.54299010006273
171	40	39.9889001752501	0.0110998247499216
172	40	38.4587273528473	1.54127264715268
173	39	40.6357386565682	-1.63573865656816
174	43	41.2593770790769	1.74062292092314
175	37	36.3988748015372	0.601125198462809
176	40	38.8783485791272	1.12165142087284
177	39	38.4768978782972	0.523102121702826
178	37	37.0333554665774	-0.0333554665774024
179	38	38.7717006786485	-0.771700678648553
180	36	37.4374765848422	-1.43747658484221
181	40	37.0962314676749	2.90376853232509
182	38	38.9513688372392	-0.95136883723922
183	41	38.9596326183446	2.04036738165536
184	36	37.6886013637418	-1.68860136374177
185	32	34.2264238706953	-2.22642387069528
186	35	36.4146345323302	-1.41463453233022
187	39	39.5535421201863	-0.553542120186273
188	38	38.3404788579544	-0.340478857954351
189	38	37.1956620003138	0.804337999686163
190	40	40.0958783363087	-0.0958783363087358
191	40	40.3943663777179	-0.394366377717861
192	38	38.406682984727	-0.406682984727018
193	34	34.8265031970915	-0.826503197091475
194	38	36.2245904689145	1.77540953108548
195	40	40.5852855729547	-0.585285572954744
196	40	39.9666861633405	0.0333138366594544
197	37	40.6470824411243	-3.6470824411243
198	38	38.692719331929	-0.692719331928997
199	38	39.746062079465	-1.74606207946501
200	41	38.968677653342	2.03132234665802
201	40	38.7043515159862	1.29564848401379
202	38	38.9486084848142	-0.948608484814244
203	37	39.399735750206	-2.39973575020604
204	42	37.5917481625096	4.40825183749042
205	39	41.3430431362281	-2.34304313622811
206	38	39.645584003541	-1.64558400354097
207	40	38.5161638964512	1.48383610354876
208	40	37.3552006240109	2.64479937598913
209	39	38.3500083978269	0.649991602173083
210	39	38.3134633458205	0.686536654179547
211	40	39.8093803862406	0.190619613759416
212	41	37.7205907777096	3.27940922229039
213	41	39.1089666186612	1.89103338133879
214	41	38.2740746730141	2.72592532698595
215	38	41.3778848586297	-3.37788485862967
216	37	38.1543986174443	-1.15439861744434
217	38	41.0180182227007	-3.01801822270065
218	39	38.1727032981001	0.827296701899915
219	38	39.1070162968512	-1.10701629685121
220	41	39.5491817956206	1.45081820437937
221	42	40.2086672846188	1.79133271538116
222	41	39.7180593904119	1.2819406095881
223	40	36.3238391105546	3.67616088944543
224	40	41.2010402317497	-1.20104023174966
225	38	37.8302575233718	0.169742476628153
226	37	38.7324603754233	-1.73246037542333
227	40	39.1832984494129	0.816701550587126
228	41	39.1194076246925	1.88059237530754
229	38	38.1418770773363	-0.141877077336326
230	40	39.2852979639429	0.714702036057068
231	37	39.6064739125825	-2.6064739125825
232	41	39.268216050956	1.73178394904401
233	40	40.7705680753045	-0.770568075304527
234	38	39.2018501222737	-1.20185012227372
235	38	38.3311111101371	-0.33111111013705
236	30	34.4380191549674	-4.43801915496736
237	39	39.961506328625	-0.961506328624967
238	37	36.4776683825439	0.52233161745614
239	40	39.3775955271365	0.622404472863495
240	40	39.7054956511067	0.294504348893264
241	41	37.3901350943223	3.60986490567765
242	40	41.9718871083812	-1.97188710838122
243	40	38.0477124607077	1.95228753929229
244	37	36.7117112484565	0.288288751543528
245	39	40.0840852413412	-1.08408524134117
246	42	39.9967568451412	2.00324315485877
247	31	35.4758807535583	-4.47588075355827
248	36	38.6812576275608	-2.68125762756084
249	37	37.410976037207	-0.410976037207033
250	33	36.0294163275948	-3.02941632759483
251	40	38.890969623004	1.109030376996
252	39	38.489518922174	0.510481077825985
253	39	38.4021905259741	0.597809474025923
254	39	37.7711816213499	1.22881837865011
255	38	39.5725483911799	-1.57254839117993
256	37	37.6502954286843	-0.650295428684277
257	41	40.2880937499363	0.711906250063751
258	36	34.516018059608	1.48398194039198
259	40	37.8520845131564	2.14791548684362
260	38	36.8260082128985	1.1739917871015
261	40	39.4369212342833	0.56307876571666
262	39	38.4922504978759	0.507749502124071
263	39	38.7962525775198	0.203747422480181
264	38	37.2063346443012	0.793665355698789
265	40	40.3240422519695	-0.324042251969463
266	39	39.2564335655427	-0.256433565542736
267	40	40.1710459126042	-0.171045912604207
268	38	37.8002441461428	0.19975585385716
269	42	41.1064380442833	0.893561955716722
270	39	37.309687930668	1.69031206933198
271	40	38.8354775264961	1.16452247350392
272	40	39.5778565063874	0.422143493612594
273	37	40.0827543715135	-3.08275437151347
274	40	36.9663488569498	3.03365114305015
275	40	40.9476625073094	-0.947662507309414
276	39	41.7176764513169	-2.71767645131695
277	32	35.4549411880497	-3.45494118804966
278	39	38.0232829676143	0.976717032385667
279	36	36.4781738675076	-0.478173867507614
280	41	38.216808270981	2.78319172901898
281	38	37.8718262340238	0.128173765976157
282	41	37.2624777824343	3.73752221756573
283	40	38.2741702338438	1.72582976615625
284	39	40.3738020849062	-1.37380208490624
285	40	40.2098794758088	-0.209879475808841
286	40	39.9978360111447	0.00216398885531348
287	40	39.9638177418322	0.0361822581678063
288	39	39.7293641598843	-0.729364159884345
289	39	39.3171745739871	-0.317174573987088
290	38	39.8243100304049	-1.82431003040487
291	41	40.2478023316805	0.752197668319532
292	39	37.8535629937396	1.14643700626042
293	39	39.0604659109519	-0.060465910951904
294	39	38.5904796141283	0.409520385871738
295	41	38.972439529235	2.02756047076499
296	42	40.9856122510591	1.01438774894092
297	39	40.9012711103999	-1.90127111039993
298	40	37.6977747123065	2.30222528769349
299	40	39.9648641550979	0.0351358449020516
300	40	40.1578773068857	-0.157877306885692
301	39	38.7292711728699	0.270728827130117
302	40	39.7738234352281	0.226176564771918
303	40	40.1557833503348	-0.155783350334831
304	37	36.0237109519017	0.976289048098267
305	36	37.0984249610701	-1.09842496107011
306	40	38.0894958150963	1.91050418490371
307	36	36.5891955481015	-0.589195548101464
308	40	42.7606279827088	-2.76062798270881
309	40	41.2304551603061	-1.23045516030605
310	38	38.5736265261777	-0.573626526177671
311	40	40.4907465978496	-0.490746597849557
312	40	38.6645462855061	1.33545371449392
313	40	38.2130619047317	1.7869380952683
314	39	40.7191317907865	-1.71913179078655
315	40	38.9350422474164	1.06495775258358
316	40	38.957781833379	1.04221816662102
317	20	30.2813440931513	-10.2813440931513
318	40	40.7338029091167	-0.733802909116666
319	41	39.1674938288221	1.83250617117785
320	41	40.5259971143658	0.474002885634182
321	40	40.8845194579931	-0.884519457993047
322	42	42.3050054456443	-0.305005445644291
323	42	40.7778198787823	1.22218012121767
324	22	30.7872788920081	-8.78727889200815
325	40	40.4575372291327	-0.457537229132686
326	38	39.2913491098598	-1.2913491098598
327	40	40.3093052637531	-0.309305263753121
328	41	39.0390236733993	1.96097632660068
329	40	38.8650648665164	1.1349351334836
330	40	38.5051465518553	1.49485344814474
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1026	41	40.8429952343804	0.157004765619582
1027	42	40.5853932723553	1.4146067276447
1028	41	39.251918842798	1.74808115720196
1029	40	39.5653431619111	0.434656838088876
1030	38	41.398359605594	-3.398359605594
1031	39	40.4153150200031	-1.4153150200031
1032	40	40.6685337554535	-0.668533755453519
1033	39	39.0547177779086	-0.0547177779085699
1034	37	36.5532264319014	0.446773568098597
1035	39	40.1556191014271	-1.15561910142713
1036	40	41.5141223869708	-1.5141223869708
1037	40	38.7113787041904	1.2886212958096
1038	41	39.4749576642695	1.52504233573047
1039	40	42.1064922830377	-2.10649228303766
1040	38	39.0545962532756	-1.05459625327559
1041	37	37.2682691186137	-0.268269118613739
1042	41	39.9804596369833	1.01954036301673
1043	35	40.0663920621493	-5.0663920621493
1044	39	39.725146944982	-0.725146944981996
1045	39	43.5685863676183	-4.56858636761828
1046	41	40.6587619582162	0.341238041783832
1047	40	38.7278364205004	1.27216357949962
1048	40	40.5105299928366	-0.510529992836604
1049	38	42.4370723039777	-4.43707230397769
1050	40	39.8912325977055	0.108767402294548
1051	38	39.597323096344	-1.597323096344
1052	39	38.7875393321191	0.212460667880919
1053	41	40.7375192147397	0.262480785260315
1054	37	38.0806905806113	-1.0806905806113
1055	39	40.0580162359459	-1.05801623594586
1056	40	39.2739076344922	0.726092365507822
1057	41	39.5271263699426	1.47287363005741
1058	40	40.7340292871549	-0.734029287154917
1059	41	39.3771172861181	1.62288271388187
1060	40	37.9570124458779	2.04298755412212
1061	41	38.6348819409677	2.36511805903234
1062	39	38.2458407351477	0.754159264852328
1063	39	37.1901810708841	1.80981892911588
1064	40	42.172685800256	-2.17268580025601
1065	40	40.2213099466015	-0.221309946601502
1066	38	39.796421674292	-1.796421674292
1067	39	39.5622572837464	-0.562257283746405
1068	41	40.5567758661602	0.443224133839797
1069	40	40.3255987311554	-0.3255987311554
1070	39	38.515084360765	0.484915639235039
1071	38	39.7161662523652	-1.7161662523652
1072	40	40.0295905714783	-0.0295905714782924
1073	38	39.6913327098518	-1.69133270985178
1074	39	37.3362168853434	1.66378311465655
1075	38	38.2470923126151	-0.247092312615051
1076	38	38.6705846138906	-0.670584613890644
1077	40	39.6253479285805	0.374652071419503
1078	39	37.5903289197838	1.40967108021621
1079	40	37.3092893862792	2.69071061372084
1080	39	40.7613983330716	-1.76139833307161
1081	40	40.8746765309516	-0.874676530951596
1082	39	37.0532787087609	1.94672129123907
1083	39	36.3595374377801	2.64046256221991
1084	31	32.1612849446027	-1.16128494460274
1085	38	39.342409751998	-1.34240975199798
1086	39	36.8200076172053	2.17999238279474
1087	41	39.6815609126144	1.31843908738557
1088	41	40.8697906323329	0.13020936766708
1089	42	39.5696364865712	2.43036351342881
1090	39	40.3247141528748	-1.32471415287476
1091	38	40.6974231099569	-2.69742310995688
1092	39	38.9133335665868	0.0866664334132441
1093	39	39.6773729995127	-0.677372999512704
1094	37	38.1472001771099	-1.14720017710995
1095	33	34.7764174687321	-1.77641746873214
1096	36	36.1114831827963	-0.11148318279629
1097	41	39.1607731044286	1.83922689557144
1098	40	41.1167274981308	-1.11672749813075
1099	38	37.1280433656557	0.8719566343443
1100	40	37.4649052562483	2.53509474375169
1101	38	37.2367153767843	0.763284623215702
1102	38	39.0766272772424	-1.0766272772424
1103	41	40.0796471534318	0.920352846568249
1104	40	38.4807674535908	1.51923254640923
1105	40	39.5221611789636	0.477838821036397
1106	37	38.6944538814939	-1.69445388149392
1107	39	38.9894941945154	0.0105058054845637
1108	38	39.3677171898323	-1.36771718983232
1109	40	39.0832299279401	0.916770072059929
1110	40	39.0675956647192	0.932404335280846
1111	40	38.3056079891469	1.69439201085309
1112	40	42.0389794296207	-2.03897942962069
1113	40	41.1899008705186	-1.18990087051864
1114	40	39.9166320246241	0.083367975375953
1115	40	39.1511966206642	0.848803379335808

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.924210110044363	0.151579779911274	0.075789889955637
10	0.85755562109934	0.284888757801319	0.142444378900659
11	0.773123894549921	0.453752210900158	0.226876105450079
12	0.793482097525809	0.413035804948381	0.206517902474191
13	0.792273939091545	0.415452121816911	0.207726060908455
14	0.720628319968473	0.558743360063054	0.279371680031527
15	0.633370375949238	0.733259248101523	0.366629624050762
16	0.583463968736462	0.833072062527077	0.416536031263538
17	0.496209377935397	0.992418755870793	0.503790622064603
18	0.424939983974882	0.849879967949765	0.575060016025118
19	0.370991647924532	0.741983295849063	0.629008352075468
20	0.429216026251829	0.858432052503658	0.570783973748171
21	0.370025385173344	0.740050770346688	0.629974614826656
22	0.584983250454335	0.83003349909133	0.415016749545665
23	0.557533854545524	0.884932290908953	0.442466145454476
24	0.490383182813939	0.980766365627878	0.509616817186061
25	0.424508766743121	0.849017533486243	0.575491233256878
26	0.368673071820763	0.737346143641526	0.631326928179237
27	0.313896467077086	0.627792934154171	0.686103532922914
28	0.273542220444446	0.547084440888892	0.726457779555554
29	0.224029069600779	0.448058139201558	0.775970930399221
30	0.205413351781236	0.410826703562472	0.794586648218764
31	0.248588139895175	0.49717627979035	0.751411860104825
32	0.209617499651375	0.419234999302749	0.790382500348625
33	0.170186362204258	0.340372724408516	0.829813637795742
34	0.159601147414381	0.319202294828761	0.840398852585619
35	0.192168954285404	0.384337908570807	0.807831045714596
36	0.161045404834881	0.322090809669763	0.838954595165119
37	0.129760019580543	0.259520039161086	0.870239980419457
38	0.106042384740659	0.212084769481319	0.893957615259341
39	0.109115265324338	0.218230530648675	0.890884734675662
40	0.0877114953320079	0.175422990664016	0.912288504667992
41	0.110407584194961	0.220815168389923	0.889592415805039
42	0.161844885425556	0.323689770851112	0.838155114574444
43	0.184707836306085	0.369415672612169	0.815292163693915
44	0.195431168297651	0.390862336595302	0.804568831702349
45	0.167983445249827	0.335966890499655	0.832016554750173
46	0.143247856612732	0.286495713225464	0.856752143387268
47	0.121905240830135	0.243810481660269	0.878094759169865
48	0.146786964746958	0.293573929493916	0.853213035253042
49	0.234365335489022	0.468730670978045	0.765634664510978
50	0.268260277724527	0.536520555449054	0.731739722275473
51	0.241741120733674	0.483482241467348	0.758258879266326
52	0.262418589156604	0.524837178313209	0.737581410843395
53	0.279724428878401	0.559448857756802	0.720275571121599
54	0.244731597650287	0.489463195300574	0.755268402349713
55	0.218452435009949	0.436904870019899	0.781547564990051
56	0.193284451824214	0.386568903648428	0.806715548175786
57	0.166884043310901	0.333768086621802	0.833115956689099
58	0.205620384846691	0.411240769693381	0.794379615153309
59	0.238563543234364	0.477127086468728	0.761436456765636
60	0.253457828970257	0.506915657940515	0.746542171029743
61	0.222649434358974	0.445298868717948	0.777350565641026
62	0.195338089680977	0.390676179361953	0.804661910319023
63	0.200187939043203	0.400375878086406	0.799812060956797
64	0.239732050624095	0.479464101248189	0.760267949375905
65	0.228489578881922	0.456979157763845	0.771510421118078
66	0.227330122282493	0.454660244564987	0.772669877717507
67	0.200223948871871	0.400447897743742	0.799776051128129
68	0.18115357287416	0.36230714574832	0.81884642712584
69	0.157262663139105	0.31452532627821	0.842737336860895
70	0.148186695386901	0.296373390773802	0.851813304613099
71	0.180833875519991	0.361667751039981	0.819166124480009
72	0.17652664945981	0.353053298919621	0.82347335054019
73	0.154099347651287	0.308198695302573	0.845900652348713
74	0.135453754938698	0.270907509877395	0.864546245061302
75	0.123053957304414	0.246107914608827	0.876946042695586
76	0.120007681057845	0.240015362115689	0.879992318942155
77	0.109965604082542	0.219931208165085	0.890034395917457
78	0.102751468668998	0.205502937337997	0.897248531331002
79	0.0877906139247773	0.175581227849555	0.912209386075223
80	0.0744664927911502	0.1489329855823	0.92553350720885
81	0.101971003377754	0.203942006755507	0.898028996622246
82	0.0974491360241009	0.194898272048202	0.902550863975899
83	0.0834011630507157	0.166802326101431	0.916598836949284
84	0.0746691773882544	0.149338354776509	0.925330822611746
85	0.0942741355911973	0.188548271182395	0.905725864408803
86	0.0828642903971313	0.165728580794263	0.917135709602869
87	0.0819552013428771	0.163910402685754	0.918044798657123
88	0.0850152584481571	0.170030516896314	0.914984741551843
89	0.113735401206013	0.227470802412026	0.886264598793987
90	0.106952819728271	0.213905639456543	0.893047180271729
91	0.103447716492743	0.206895432985487	0.896552283507257
92	0.115802677690622	0.231605355381243	0.884197322309378
93	0.108821644423147	0.217643288846294	0.891178355576853
94	0.0977687007254938	0.195537401450988	0.902231299274506
95	0.0925294070712119	0.185058814142424	0.907470592928788
96	0.0912437083562183	0.182487416712437	0.908756291643782
97	0.0832056420322337	0.166411284064467	0.916794357967766
98	0.0734959198841076	0.146991839768215	0.926504080115892
99	0.0631253886957416	0.126250777391483	0.936874611304258
100	0.0541722808953306	0.108344561790661	0.945827719104669
101	0.0583832196693072	0.116766439338614	0.941616780330693
102	0.0502446470441278	0.100489294088256	0.949755352955872
103	0.0436888095765134	0.0873776191530268	0.956311190423487
104	0.0776571142789855	0.155314228557971	0.922342885721014
105	0.0703060415247413	0.140612083049483	0.929693958475259
106	0.0609388360816032	0.121877672163206	0.939061163918397
107	0.0525042586030134	0.105008517206027	0.947495741396987
108	0.0459175209871575	0.091835041974315	0.954082479012842
109	0.0430304174491737	0.0860608348983474	0.956969582550826
110	0.0369387949388663	0.0738775898777325	0.963061205061134
111	0.0345734718616457	0.0691469437232914	0.965426528138354
112	0.0391383063253923	0.0782766126507846	0.960861693674608
113	0.0346384977076954	0.0692769954153908	0.965361502292305
114	0.0308280451660526	0.0616560903321052	0.969171954833947
115	0.0770544478917595	0.154108895783519	0.92294555210824
116	0.073251460454873	0.146502920909746	0.926748539545127
117	0.0671046807373518	0.134209361474704	0.932895319262648
118	0.0595034959173086	0.119006991834617	0.940496504082691
119	0.368871572660335	0.737743145320671	0.631128427339665
120	0.344515275041229	0.689030550082459	0.655484724958771
121	0.319039954058577	0.638079908117155	0.680960045941423
122	0.315370427358873	0.630740854717746	0.684629572641127
123	0.319102942070014	0.638205884140028	0.680897057929986
124	0.29700161898555	0.594003237971099	0.70299838101445
125	0.275638752035971	0.551277504071942	0.724361247964029
126	0.253167685578398	0.506335371156796	0.746832314421602
127	0.233239929423147	0.466479858846294	0.766760070576853
128	0.228093058003727	0.456186116007454	0.771906941996273
129	0.208998686522726	0.417997373045452	0.791001313477274
130	0.194117692902811	0.388235385805623	0.805882307097189
131	0.205454489859214	0.410908979718427	0.794545510140786
132	0.186806644465388	0.373613288930776	0.813193355534612
133	0.245887425124844	0.491774850249687	0.754112574875156
134	0.238504864287241	0.477009728574482	0.761495135712759
135	0.238202885924164	0.476405771848328	0.761797114075836
136	0.233305887587665	0.466611775175331	0.766694112412335
137	0.216430059798847	0.432860119597695	0.783569940201153
138	0.197796362594939	0.395592725189878	0.802203637405061
139	0.182553607375343	0.365107214750686	0.817446392624657
140	0.167218976937278	0.334437953874555	0.832781023062722
141	0.16476615842004	0.329532316840079	0.83523384157996
142	0.15490521442644	0.309810428852881	0.84509478557356
143	0.146172322152968	0.292344644305936	0.853827677847032
144	0.13812902518572	0.276258050371441	0.86187097481428
145	0.130547713869643	0.261095427739285	0.869452286130357
146	0.186338552338863	0.372677104677727	0.813661447661137
147	0.17445484689786	0.348909693795719	0.82554515310214
148	0.158465680471003	0.316931360942005	0.841534319528997
149	0.14356624652333	0.28713249304666	0.85643375347667
150	0.139048707551639	0.278097415103278	0.860951292448361
151	0.171621481440647	0.343242962881294	0.828378518559353
152	0.223722046383152	0.447444092766305	0.776277953616848
153	0.217417551337372	0.434835102674744	0.782582448662628
154	0.220475417883891	0.440950835767783	0.779524582116109
155	0.23031861724239	0.460637234484779	0.76968138275761
156	0.213530815545143	0.427061631090285	0.786469184454857
157	0.211930361584715	0.423860723169431	0.788069638415285
158	0.207209431376809	0.414418862753618	0.792790568623191
159	0.19031660196899	0.380633203937981	0.80968339803101
160	0.185002150852195	0.37000430170439	0.814997849147805
161	0.494655774828033	0.989311549656065	0.505344225171967
162	0.47086340889884	0.941726817797681	0.52913659110116
163	0.459929509105544	0.919859018211088	0.540070490894456
164	0.436527493702992	0.873054987405983	0.563472506297008
165	0.413229558575348	0.826459117150697	0.586770441424652
166	0.408006827384238	0.816013654768476	0.591993172615762
167	0.384939310793089	0.769878621586177	0.615060689206911
168	0.362497563196332	0.724995126392665	0.637502436803668
169	0.558497471112441	0.883005057775118	0.441502528887559
170	0.561696454145396	0.876607091709207	0.438303545854604
171	0.539448406146547	0.921103187706906	0.460551593853453
172	0.535511465083742	0.928977069832516	0.464488534916258
173	0.521049944867996	0.957900110264008	0.478950055132004
174	0.530934296348815	0.938131407302371	0.469065703651186
175	0.508805088712111	0.982389822575777	0.491194911287889
176	0.497363881695482	0.994727763390964	0.502636118304518
177	0.477635753868531	0.955271507737062	0.522364246131469
178	0.454215712107985	0.908431424215969	0.545784287892015
179	0.433074941060964	0.866149882121928	0.566925058939036
180	0.422392251737119	0.844784503474239	0.577607748262881
181	0.453104239208217	0.906208478416434	0.546895760791783
182	0.432856307316484	0.865712614632967	0.567143692683516
183	0.444504711598695	0.889009423197389	0.555495288401305
184	0.438978545409075	0.87795709081815	0.561021454590925
185	0.453503762490873	0.907007524981746	0.546496237509127
186	0.443296856190004	0.886593712380007	0.556703143809997
187	0.421039968793706	0.842079937587411	0.578960031206294
188	0.398826251208715	0.79765250241743	0.601173748791285
189	0.381273499894352	0.762546999788705	0.618726500105648
190	0.360764873550056	0.721529747100111	0.639235126449944
191	0.339803154211078	0.679606308422156	0.660196845788922
192	0.319222451990388	0.638444903980776	0.680777548009612
193	0.30386917525767	0.60773835051534	0.69613082474233
194	0.303963175821393	0.607926351642786	0.696036824178607
195	0.284676710709927	0.569353421419854	0.715323289290073
196	0.266839834043426	0.533679668086852	0.733160165956574
197	0.301517917493314	0.603035834986627	0.698482082506686
198	0.282840018230863	0.565680036461726	0.717159981769137
199	0.272316109491457	0.544632218982915	0.727683890508543
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972	0.999933561665449	0.000132876669101961	6.64383345509804e-05
973	0.999937429440888	0.000125141118224568	6.25705591122841e-05
974	0.999917514783664	0.000164970432672464	8.24852163362319e-05
975	0.999972387511171	5.52249776572346e-05	2.76124888286173e-05
976	0.999966522861691	6.69542766190057e-05	3.34771383095028e-05
977	0.999976345066944	4.73098661123177e-05	2.36549330561588e-05
978	0.999969812470323	6.03750593539653e-05	3.01875296769827e-05
979	0.999962133449503	7.57331009949297e-05	3.78665504974649e-05
980	0.999952787611336	9.4424777328299e-05	4.72123886641495e-05
981	0.999960704912342	7.85901753161028e-05	3.92950876580514e-05
982	0.999969476744115	6.10465117704038e-05	3.05232558852019e-05
983	0.999959668073526	8.06638529472006e-05	4.03319264736003e-05
984	0.999952951217377	9.40975652463063e-05	4.70487826231531e-05
985	0.999942073558299	0.000115852883401483	5.79264417007417e-05
986	0.999923907839641	0.000152184320717217	7.60921603586084e-05
987	0.999942220315336	0.000115559369328383	5.77796846641913e-05
988	0.999932637595175	0.000134724809649111	6.73624048245554e-05
989	0.999921950776911	0.000156098446177881	7.80492230889404e-05
990	0.999905203912255	0.000189592175488975	9.47960877444873e-05
991	0.999899463871908	0.000201072256184154	0.000100536128092077
992	0.999866823443959	0.000266353112080954	0.000133176556040477
993	0.999947006878423	0.000105986243153925	5.29931215769624e-05
994	0.999957119550353	8.57608992932715e-05	4.28804496466358e-05
995	0.999948269471429	0.000103461057141774	5.1730528570887e-05
996	0.999935231009569	0.000129537980860989	6.47689904304943e-05
997	0.999916721618879	0.000166556762242319	8.32783811211594e-05
998	0.999909002176269	0.000181995647461867	9.09978237309336e-05
999	0.999954951207451	9.00975850983487e-05	4.50487925491744e-05
1000	0.999940138964616	0.000119722070768721	5.98610353843604e-05
1001	0.999918598027188	0.000162803945623893	8.14019728119464e-05
1002	0.999922395080143	0.00015520983971451	7.76049198572549e-05
1003	0.999920868532891	0.000158262934217859	7.91314671089293e-05
1004	0.999938075655665	0.0001238486886696	6.19243443348002e-05
1005	0.999955213356099	8.95732878020502e-05	4.47866439010251e-05
1006	0.999968304636247	6.33907275054521e-05	3.1695363752726e-05
1007	0.999955942554704	8.81148905918514e-05	4.40574452959257e-05
1008	0.999979854450367	4.02910992661946e-05	2.01455496330973e-05
1009	0.99997915469322	4.16906135591078e-05	2.08453067795539e-05
1010	0.999978940836663	4.21183266746836e-05	2.10591633373418e-05
1011	0.999970714400391	5.85711992182882e-05	2.92855996091441e-05
1012	0.999959537435454	8.09251290918378e-05	4.04625645459189e-05
1013	0.999946110612988	0.000107778774024576	5.3889387012288e-05
1014	0.999930879039934	0.000138241920131882	6.91209600659409e-05
1015	0.999911455250543	0.000177089498914252	8.85447494571258e-05
1016	0.999910636607837	0.000178726784325528	8.93633921627638e-05
1017	0.99987684553704	0.000246308925920736	0.000123154462960368
1018	0.999891308589824	0.000217382820352587	0.000108691410176293
1019	0.999875836438658	0.000248327122684503	0.000124163561342251
1020	0.999835167723297	0.000329664553406202	0.000164832276703101
1021	0.999780721801577	0.000438556396845144	0.000219278198422572
1022	0.999698189711156	0.000603620577687191	0.000301810288843596
1023	0.999654302768164	0.000691394463672099	0.00034569723183605
1024	0.999531153732972	0.000937692534055517	0.000468846267027758
1025	0.999503886655047	0.000992226689906698	0.000496113344953349
1026	0.999400978300231	0.00119804339953884	0.000599021699769421
1027	0.999542484011541	0.000915031976917326	0.000457515988458663
1028	0.999704313993237	0.000591372013525151	0.000295686006762575
1029	0.999635381477155	0.000729237045689677	0.000364618522844838
1030	0.999634545796739	0.000730908406520929	0.000365454203260465
1031	0.99951456811256	0.000970863774880586	0.000485431887440293
1032	0.999341214911991	0.00131757017601864	0.000658785088009319
1033	0.999101271253912	0.00179745749217509	0.000898728746087545
1034	0.998780593629573	0.002438812740854	0.001219406370427
1035	0.998396089721531	0.00320782055693856	0.00160391027846928
1036	0.997876307645193	0.00424738470961498	0.00212369235480749
1037	0.9976153630509	0.00476927389819967	0.00238463694909983
1038	0.998240833770532	0.00351833245893693	0.00175916622946846
1039	0.997710996798367	0.00457800640326498	0.00228900320163249
1040	0.997403031290476	0.00519393741904869	0.00259696870952434
1041	0.996601306873679	0.00679738625264303	0.00339869312632151
1042	0.996605135456457	0.00678972908708598	0.00339486454354299
1043	0.999572971721113	0.000854056557773914	0.000427028278886957
1044	0.999410602991778	0.00117879401644328	0.00058939700822164
1045	0.999614029978233	0.000771940043533722	0.000385970021766861
1046	0.999501411089833	0.000997177820333613	0.000498588910166807
1047	0.999458707762222	0.00108258447555608	0.000541292237778041
1048	0.99924708144014	0.00150583711971994	0.000752918559859968
1049	0.999773312250042	0.000453375499916007	0.000226687749958003
1050	0.999666649942796	0.000666700114408394	0.000333350057204197
1051	0.999620753677061	0.000758492645877875	0.000379246322938938
1052	0.999447715811959	0.00110456837608135	0.000552284188040677
1053	0.999231054379827	0.00153789124034633	0.000768945620173166
1054	0.999177000195365	0.00164599960927005	0.000822999804635027
1055	0.999008040781671	0.00198391843665818	0.000991959218329092
1056	0.998639486287071	0.00272102742585794	0.00136051371292897
1057	0.998069855264756	0.00386028947048726	0.00193014473524363
1058	0.997420244786769	0.0051595104264628	0.0025797552132314
1059	0.997017364562087	0.00596527087582541	0.00298263543791271
1060	0.996971892340606	0.00605621531878854	0.00302810765939427
1061	0.997523502819581	0.00495299436083799	0.00247649718041899
1062	0.996568299180774	0.00686340163845237	0.00343170081922619
1063	0.996530463757393	0.00693907248521397	0.00346953624260699
1064	0.995912669608987	0.00817466078202681	0.0040873303910134
1065	0.99423271744769	0.0115345651046208	0.00576728255231039
1066	0.994522889796164	0.010954220407672	0.00547711020383598
1067	0.992506332021653	0.0149873359566935	0.00749366797834677
1068	0.989758117359367	0.0204837652812667	0.0102418826406334
1069	0.985861582115825	0.0282768357683506	0.0141384178841753
1070	0.980700183274802	0.0385996334503952	0.0192998167251976
1071	0.978204054760012	0.0435918904799757	0.0217959452399878
1072	0.970664701828206	0.0586705963435886	0.0293352981717943
1073	0.971123629700288	0.0577527405994239	0.028876370299712
1074	0.967743372824943	0.0645132543501129	0.0322566271750565
1075	0.958877476247702	0.0822450475045968	0.0411225237522984
1076	0.951567343965109	0.0968653120697828	0.0484326560348914
1077	0.9387064284098	0.122587143180401	0.0612935715902003
1078	0.932336187563106	0.135327624873788	0.0676638124368938
1079	0.941810903725491	0.116378192549018	0.0581890962745092
1080	0.928775820696969	0.142448358606062	0.0712241793030309
1081	0.910495749493866	0.179008501012268	0.0895042505061341
1082	0.903149906727811	0.193700186544378	0.0968500932721892
1083	0.921651576294467	0.156696847411067	0.0783484237055333
1084	0.936819577905795	0.126360844188411	0.0631804220942053
1085	0.928941124608691	0.142117750782618	0.0710588753913088
1086	0.931557325963343	0.136885348073314	0.0684426740366568
1087	0.929971835095605	0.140056329808791	0.0700281649043955
1088	0.913425222748484	0.173149554503032	0.0865747772515159
1089	0.968100827351363	0.0637983452972742	0.0318991726486371
1090	0.952847501066126	0.0943049978677474	0.0471524989338737
1091	0.95131333274254	0.0973733345149207	0.0486866672574604
1092	0.930814970828075	0.138370058343851	0.0691850291719254
1093	0.901058074327711	0.197883851344578	0.0989419256722889
1094	0.88221310857089	0.235573782858221	0.11778689142911
1095	0.958795114053503	0.0824097718929941	0.041204885946497
1096	0.971771113070187	0.0564577738596258	0.0282288869298129
1097	0.975276280639135	0.0494474387217307	0.0247237193608653
1098	0.958352996828429	0.0832940063431426	0.0416470031715713
1099	0.935549236697595	0.12890152660481	0.064450763302405
1100	0.929410044043223	0.141179911913555	0.0705899559567773
1101	0.886817261251941	0.226365477496119	0.113182738748059
1102	0.858912586433332	0.282174827133335	0.141087413566668
1103	0.873034628667025	0.253930742665951	0.126965371332975
1104	0.894730398731581	0.210539202536838	0.105269601268419
1105	0.894838148306652	0.210323703386697	0.105161851693348
1106	0.887400390526308	0.225199218947385	0.112599609473692

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	116	0.105646630236794	NOK
5% type I error level	142	0.129326047358834	NOK
10% type I error level	176	0.160291438979964	NOK