Multiple Linear Regression - Estimated Regression Equation

Totaal[t] = + 1.2493258273714 -1.50811131221509maand[t] + 0.993701290329437jongerdan25jaar[t] + 1.00184142927099vanaf25jaar[t] -0.120094481746231`Belgi\353`[t] -0.0961650138034609Eurogebied[t] + 0.0579016126729738`eu27\r`[t] + 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)	1.2493258273714	0.654923	1.9076	0.058522	0.029261
maand	-1.50811131221509	11.405643	-0.1322	0.894999	0.447499
jongerdan25jaar	0.993701290329437	0.003313	299.9221	0	0
vanaf25jaar	1.00184142927099	0.002804	357.3135	0	0
`Belgi\353`	-0.120094481746231	0.108289	-1.109	0.26935	0.134675
Eurogebied	-0.0961650138034609	0.208858	-0.4604	0.645931	0.322966
`eu27\r`	0.0579016126729738	0.21317	0.2716	0.786319	0.393159

Multiple Linear Regression - Regression Statistics
Multiple R	0.999940430839775
R-squared	0.999880865228035
Adjusted R-squared	0.99987568545534
F-TEST (value)	193035.6647419
F-TEST (DF numerator)	6
F-TEST (DF denominator)	138
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.505202895278616
Sum Squared Residuals	35.2217352249097

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	501	501.962139569612	-0.962139569611563
2	485	485.004229499679	-0.00422949967874279
3	464	464.067391518628	-0.0673915186278362
4	460	460.108530683912	-0.108530683911865
5	467	467.133640020332	-0.133640020332371
6	460	460.169992420319	-0.169992420318592
7	448	448.200975954149	-0.200975954149393
8	443	443.194305751584	-0.194305751583852
9	436	436.223096223856	-0.223096223856405
10	431	431.243083218139	-0.243083218139219
11	484	484.112784232272	-0.11278423227231
12	510	509.026644978367	0.973355021632801
13	513	512.990250454678	0.00974954532188549
14	503	502.967469389638	0.032530610362263
15	471	471.012697918657	-0.0126979186572813
16	471	471.015600869999	-0.0156008699990741
17	476	476.009149839145	-0.00914983914472393
18	475	474.038867197328	0.961132802671825
19	470	470.058684005699	-0.0586840056992987
20	461	461.084989162757	-0.08498916275716
21	455	455.093994625344	-0.0939946253438961
22	456	455.094898588168	0.905101411831608
23	517	516.864187006275	0.135812993725241
24	525	525.791635348017	-0.791635348016697
25	523	522.773033288365	0.226966711634739
26	519	518.830964453363	0.169035546637068
27	509	508.864466237904	0.135533762096104
28	512	511.886379233484	0.113620766515773
29	519	518.858169457673	0.141830542326999
30	517	516.878220951876	0.121779048123707
31	510	509.908792371332	0.0912076286682704
32	509	509.931476770012	-0.931476770012311
33	501	499.974891563273	1.02510843672692
34	507	506.954648161485	0.0453518385149517
35	569	569.745482891476	-0.745482891476256
36	580	579.708809372503	0.291190627496867
37	578	577.692048538409	0.30795146159112
38	565	565.761144960748	-0.761144960748441
39	547	547.788055309885	-0.788055309885143
40	555	554.802974542567	0.197025457433191
41	562	561.77477544226	0.22522455773961
42	561	560.809771513972	0.190228486028481
43	555	555.884699863869	-0.884699863869176
44	544	543.95582340427	0.0441765957296952
45	537	537.004761996919	-0.00476199691881437
46	543	542.966797957598	0.0332020424019507
47	594	593.711917945771	0.288082054228857
48	611	610.634349238866	0.365650761134085
49	613	612.6465798679	0.353420132099924
50	611	610.77678261631	0.223217383689906
51	594	593.841562599204	0.158437400796348
52	595	595.877914335183	-0.87791433518264
53	591	590.89765104209	0.102348957910397
54	589	589.921007560176	-0.921007560175712
55	584	583.941408206882	0.0585917931175211
56	573	572.963984342727	0.0360156572728019
57	567	566.986431181531	0.0135688184690598
58	569	568.994885959568	0.00511404043234077
59	621	620.780225484732	0.219774515268385
60	629	628.73407853019	0.265921469809843
61	628	627.732644529162	0.267355470837712
62	612	611.802558167235	0.197441832765203
63	595	595.860996331439	-0.860996331439446
64	597	596.907473063176	0.0925269368237261
65	593	592.927542522019	0.072457477980658
66	590	589.954905456543	0.0450945434566615
67	580	579.991914938532	0.00808506146793227
68	574	574.00502393366	-0.00502393365997469
69	573	573.022790100278	-0.0227901002782863
70	573	573.043397358105	-0.0433973581054384
71	620	619.897734924321	0.102265075679538
72	626	625.884377737788	0.115622262212326
73	620	619.885702866355	0.114297133645344
74	588	586.951039544708	1.04896045529207
75	566	565.996401113566	0.00359888643425442
76	557	558.06421115533	-1.06421115532983
77	561	561.038279438052	-0.0382794380520848
78	549	549.081623696889	-0.0816236968892597
79	532	532.105741800488	-0.10574180048781
80	526	526.113059573013	-0.113059573012738
81	511	511.15540540808	-0.155405408079553
82	499	499.204747325116	-0.204747325116133
83	555	555.079971339548	-0.0799713395476721
84	565	564.072138233466	0.927861766533948
85	542	542.096710433677	-0.0967104336771727
86	527	527.112716520125	-0.112716520125224
87	510	510.152560603037	-0.152560603037352
88	514	514.162384457551	-0.162384457550556
89	517	517.15857678155	-0.158576781549861
90	508	507.212960629999	0.787039370001466
91	493	493.251160283072	-0.251160283071557
92	490	490.254427750871	-0.254427750870548
93	469	469.286169013426	-0.286169013426099
94	478	477.261545504222	0.738454495777952
95	528	529.097646072917	-1.09764607291655
96	534	533.057031206571	0.942968793429101
97	518	518.060027165134	-0.0600271651336005
98	506	506.101792977434	-0.101792977433776
99	502	502.119615073249	-0.119615073248677
100	516	516.099944281269	-0.0999442812689379
101	528	528.042713161475	-0.0427131614754326
102	533	533.029183910459	-0.0291839104588868
103	536	536.016322191991	-0.0163221919908904
104	537	537.042403949418	-0.0424039494184516
105	524	523.078894591933	0.921105408067088
106	536	536.061127802797	-0.0611278027974426
107	587	586.890084026044	0.109915973955714
108	597	595.852012322602	1.14798767739821
109	581	580.837251438344	0.162748561655939
110	564	564.899898203268	-0.899898203267866
111	558	556.928068113859	1.07193188614095
112	575	574.915275526437	0.0847244735630021
113	580	580.892565350534	-0.892565350534369
114	575	574.906682913861	0.0933170861392107
115	563	563.929879001751	-0.929879001750915
116	552	550.947290615214	1.05270938478593
117	537	536.979466973387	0.0205330266128501
118	545	544.982644834747	0.0173551652524783
119	601	600.870279176954	0.129720823045671
120	604	604.841228855496	-0.841228855495691
121	586	586.844919408357	-0.844919408357205
122	564	563.920572860504	0.0794271394958079
123	549	547.980529658864	1.01947034113586
124	551	551.046610706348	-0.0466107063481602
125	556	556.066222821984	-0.0662228219838701
126	548	548.130436168914	-0.130436168913769
127	540	540.157234324549	-0.157234324549236
128	531	531.163337373302	-0.163337373302256
129	521	520.198687556584	0.801312443415977
130	519	518.186288113904	0.813711886095802
131	572	572.030384699732	-0.0303846997320887
132	581	581.988406820133	-0.988406820132677
133	563	562.97441995334	0.0255800466603253
134	548	548.02694149428	-0.0269414942798479
135	539	539.055662644127	-0.0556626441267679
136	541	541.078126671965	-0.0781266719648638
137	562	561.049129236911	0.950870763089048
138	559	559.062127889251	-0.0621278892509336
139	546	546.074317513699	-0.0743175136991713
140	536	537.061186503626	-1.0611865036256
141	528	527.060471404192	0.93952859580761
142	530	531.048629973248	-1.04862997324771
143	582	581.925981900948	0.0740180990519022
144	599	598.877819074761	0.122180925239395
145	584	583.849127284006	0.150872715993801

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.0998681508049398	0.19973630160988	0.90013184919506
11	0.0412950881943192	0.0825901763886383	0.958704911805681
12	0.143442505900375	0.286885011800751	0.856557494099625
13	0.113892754063305	0.22778550812661	0.886107245936695
14	0.0964213792511674	0.192842758502335	0.903578620748833
15	0.0541185595194001	0.1082371190388	0.9458814404806
16	0.0809803958851101	0.16196079177022	0.91901960411489
17	0.0486228329825001	0.0972456659650002	0.9513771670175
18	0.211385076699255	0.42277015339851	0.788614923300745
19	0.206278768740755	0.412557537481509	0.793721231259245
20	0.160133282603513	0.320266565207026	0.839866717396487
21	0.112314428600075	0.224628857200151	0.887685571399925
22	0.22961179988871	0.45922359977742	0.77038820011129
23	0.177579575171529	0.355159150343058	0.822420424828471
24	0.222001377887947	0.444002755775894	0.777998622112053
25	0.250061513378972	0.500123026757944	0.749938486621028
26	0.198096277477587	0.396192554955174	0.801903722522413
27	0.1515092599715	0.303018519943001	0.8484907400285
28	0.116777965542262	0.233555931084525	0.883222034457738
29	0.0860583464728357	0.172116692945671	0.913941653527164
30	0.064228398113672	0.128456796227344	0.935771601886328
31	0.0472401599360512	0.0944803198721023	0.952759840063949
32	0.142582530852644	0.285165061705288	0.857417469147356
33	0.283941342112414	0.567882684224829	0.716058657887586
34	0.23398622346908	0.46797244693816	0.76601377653092
35	0.273627508971985	0.54725501794397	0.726372491028015
36	0.249003172861319	0.498006345722638	0.750996827138681
37	0.233597030814728	0.467194061629457	0.766402969185272
38	0.306495515898852	0.612991031797704	0.693504484101148
39	0.342594463465018	0.685188926930036	0.657405536534982
40	0.295712763857155	0.59142552771431	0.704287236142845
41	0.249300848631448	0.498601697262897	0.750699151368552
42	0.206976877513819	0.413953755027638	0.793023122486181
43	0.34518091136958	0.69036182273916	0.65481908863042
44	0.300603004826587	0.601206009653175	0.699396995173413
45	0.2558076119972	0.511615223994401	0.7441923880028
46	0.219145726373297	0.438291452746594	0.780854273626703
47	0.214460162203508	0.428920324407017	0.785539837796492
48	0.206130341283176	0.412260682566351	0.793869658716824
49	0.184543244318227	0.369086488636455	0.815456755681773
50	0.153271431952114	0.306542863904228	0.846728568047886
51	0.126532394382009	0.253064788764018	0.873467605617991
52	0.187392914594323	0.374785829188647	0.812607085405677
53	0.154947009045421	0.309894018090841	0.84505299095458
54	0.230394122602688	0.460788245205377	0.769605877397312
55	0.195796003509688	0.391592007019376	0.804203996490312
56	0.163462615993298	0.326925231986597	0.836537384006702
57	0.133853297788015	0.267706595576029	0.866146702211985
58	0.108224347774575	0.216448695549149	0.891775652225425
59	0.0908635326357157	0.181727065271431	0.909136467364284
60	0.0746396714727008	0.149279342945402	0.925360328527299
61	0.0603189153144252	0.12063783062885	0.939681084685575
62	0.0471882262688312	0.0943764525376624	0.952811773731169
63	0.0783284403065101	0.15665688061302	0.92167155969349
64	0.0618948066111306	0.123789613222261	0.938105193388869
65	0.0481095799220272	0.0962191598440545	0.951890420077973
66	0.0368695983081973	0.0737391966163946	0.963130401691803
67	0.0279486605049607	0.0558973210099214	0.972051339495039
68	0.0212403774083385	0.042480754816677	0.978759622591661
69	0.015690781371479	0.031381562742958	0.984309218628521
70	0.0114070180784785	0.0228140361569571	0.988592981921521
71	0.0082224466653318	0.0164448933306636	0.991777553334668
72	0.00587707185410325	0.0117541437082065	0.994122928145897
73	0.00414120608293252	0.00828241216586504	0.995858793917067
74	0.0116420822398334	0.0232841644796669	0.988357917760167
75	0.0085329939776872	0.0170659879553744	0.991467006022313
76	0.0276382692772405	0.0552765385544811	0.972361730722759
77	0.0206887531818707	0.0413775063637414	0.979311246818129
78	0.0152332002063595	0.0304664004127189	0.984766799793641
79	0.0111134352698617	0.0222268705397234	0.988886564730138
80	0.00803612516758354	0.0160722503351671	0.991963874832416
81	0.00585830524155036	0.0117166104831007	0.99414169475845
82	0.00438672635686683	0.00877345271373367	0.995613273643133
83	0.00307238745409745	0.00614477490819489	0.996927612545903
84	0.00944104040055249	0.018882080801105	0.990558959599448
85	0.00670645150880889	0.0134129030176178	0.993293548491191
86	0.00469718485983193	0.00939436971966386	0.995302815140168
87	0.00334022468565551	0.00668044937131102	0.996659775314344
88	0.00231541787046612	0.00463083574093223	0.997684582129534
89	0.00156319105221495	0.00312638210442991	0.998436808947785
90	0.00325038702200734	0.00650077404401467	0.996749612977993
91	0.00232190423500275	0.00464380847000551	0.997678095764997
92	0.00163697601117268	0.00327395202234535	0.998363023988827
93	0.00130655015808921	0.00261310031617843	0.998693449841911
94	0.0021859451518815	0.00437189030376299	0.997814054848118
95	0.00719443370598602	0.014388867411972	0.992805566294014
96	0.0161913215231366	0.0323826430462731	0.983808678476863
97	0.0116805772129298	0.0233611544258595	0.98831942278707
98	0.00848970176674959	0.0169794035334992	0.99151029823325
99	0.00645567512606899	0.012911350252138	0.993544324873931
100	0.00492514211982071	0.00985028423964143	0.995074857880179
101	0.00347991676164879	0.00695983352329757	0.996520083238351
102	0.00259025417479145	0.00518050834958289	0.997409745825209
103	0.00206184824543869	0.00412369649087738	0.997938151754561
104	0.00180507184031387	0.00361014368062773	0.998194928159686
105	0.00259325888581258	0.00518651777162517	0.997406741114187
106	0.00194318820151717	0.00388637640303434	0.998056811798483
107	0.00125698459452997	0.00251396918905993	0.99874301540547
108	0.00636922579863324	0.0127384515972665	0.993630774201367
109	0.00454196184443935	0.0090839236888787	0.995458038155561
110	0.0127355463667464	0.0254710927334927	0.987264453633254
111	0.0260460616516276	0.0520921233032551	0.973953938348372
112	0.0186230905980797	0.0372461811961595	0.98137690940192
113	0.0321360031028008	0.0642720062056015	0.967863996897199
114	0.0231724054992501	0.0463448109985002	0.97682759450075
115	0.0532192049074807	0.106438409814961	0.946780795092519
116	0.0920097270658157	0.184019454131631	0.907990272934184
117	0.069901597123217	0.139803194246434	0.930098402876783
118	0.0510191656711072	0.102038331342214	0.948980834328893
119	0.0506044685499154	0.101208937099831	0.949395531450085
120	0.0471131245474716	0.0942262490949432	0.952886875452528
121	0.0762726782750317	0.152545356550063	0.923727321724968
122	0.0612009516039084	0.122401903207817	0.938799048396092
123	0.0897353033770012	0.179470606754002	0.910264696622999
124	0.0675302384117501	0.1350604768235	0.93246976158825
125	0.0584865381694799	0.11697307633896	0.94151346183052
126	0.044340411097112	0.0886808221942241	0.955659588902888
127	0.0324893206026257	0.0649786412052515	0.967510679397374
128	0.0265196938231729	0.0530393876463458	0.973480306176827
129	0.0354095244571885	0.0708190489143769	0.964590475542812
130	0.0756928327423886	0.151385665484777	0.924307167257611
131	0.0671335667815051	0.13426713356301	0.932866433218495
132	0.0835814812044787	0.167162962408957	0.916418518795521
133	0.0627548965375502	0.1255097930751	0.93724510346245
134	0.0406588162775764	0.0813176325551528	0.959341183722424
135	0.10040587818138	0.20081175636276	0.89959412181862

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	21	0.166666666666667	NOK
5% type I error level	44	0.349206349206349	NOK
10% type I error level	60	0.476190476190476	NOK