Multiple Linear Regression - Estimated Regression Equation

Totaal[t] = + 1.37490293078453 + 0.00462675587737521t + 0.99538194106348jongerdan25jaar[t] + 1.00042682197074vanaf25jaar[t] -0.0766895543898539`Belgi\303\253`[t] -0.471005882032356Eurogebied[t] + 0.39574811492089`EU-27\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)	1.37490293078453	0.658951	2.0865	0.038773	0.019387
t	0.00462675587737521	0.00375	1.2337	0.219401	0.109701
jongerdan25jaar	0.99538194106348	0.003406	292.2803	0	0
vanaf25jaar	1.00042682197074	0.002953	338.7462	0	0
`Belgi\303\253`	-0.0766895543898539	0.113077	-0.6782	0.498777	0.249389
Eurogebied	-0.471005882032356	0.369384	-1.2751	0.204412	0.102206
`EU-27\r`	0.39574811492089	0.347338	1.1394	0.25652	0.12826

Multiple Linear Regression - Regression Statistics
Multiple R	0.999941073250629
R-squared	0.99988214997362
Adjusted R-squared	0.99987702605943
F-TEST (value)	195140.299547789
F-TEST (DF numerator)	6
F-TEST (DF denominator)	138
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.502471465439334
Sum Squared Residuals	34.8419051541437

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	501	501.843418862524	-0.843418862524401
2	485	484.891095275244	0.108904724755721
3	464	463.949921415155	0.050078584844949
4	460	459.988215138929	0.0117848610714721
5	467	467.058268147682	-0.0582681476823249
6	460	460.082710747925	-0.0827107479252916
7	448	448.154540632893	-0.154540632893337
8	443	443.156830010761	-0.156830010760827
9	436	436.183693417379	-0.183693417379325
10	431	431.203944780657	-0.203944780656514
11	484	484.090139703736	-0.0901397037359613
12	510	509.059248844951	0.940751155049516
13	513	513.037531141487	-0.0375311414866017
14	503	502.992803359516	0.00719664048350291
15	471	471.083681926553	-0.0836819265532486
16	471	471.04867378151	-0.0486737815101796
17	476	476.099911160913	-0.0999111609127638
18	475	474.111293138859	0.88870686114071
19	470	470.129347249576	-0.129347249575489
20	461	461.150455310073	-0.150455310073087
21	455	455.12297599502	-0.122975995020112
22	456	455.127602750897	0.872397249102516
23	517	516.939078425988	0.0609215740115813
24	525	525.892052889623	-0.892052889622588
25	523	522.845674516853	0.154325483147211
26	519	518.888953032105	0.111046967894713
27	509	508.879945952798	0.120054047201607
28	512	511.895942936402	0.1040570635975
29	519	518.885738639393	0.114261360606811
30	517	516.854921731316	0.145078268684095
31	510	509.881785137934	0.118214862065593
32	509	509.898922462002	-0.898922462001835
33	501	499.937219239054	1.06278076094564
34	507	506.882598517802	0.117401482198104
35	569	569.712319821545	-0.712319821545423
36	580	579.727956338075	0.272043661924652
37	578	577.682004787276	0.317995212723717
38	565	565.779059076781	-0.779059076780624
39	547	547.771682302615	-0.771682302615076
40	555	554.816247549248	0.18375245075201
41	562	561.806043252239	0.193956747761323
42	561	560.825377828867	0.174622171132908
43	555	555.87852255212	-0.878522552119566
44	544	543.899397740056	0.100602259944517
45	537	536.93897498302	0.061025016979771
46	543	542.873634409826	0.126365590173689
47	594	593.682692670887	0.317307329113197
48	611	610.626164605784	0.373835394215546
49	613	612.636689886511	0.363310113489438
50	611	610.72400843565	0.275991564349463
51	594	593.740065349773	0.259934650227314
52	595	595.765725273221	-0.765725273220583
53	591	590.840542911984	0.159457088016217
54	589	589.852208533173	-0.85220853317322
55	584	583.871829806323	0.128170193676519
56	573	572.896985925059	0.103014074940984
57	567	566.92413297492	0.0758670250795623
58	569	568.932237449271	0.0677625507289914
59	621	620.730199468034	0.269800531965621
60	629	628.705407529131	0.294592470869271
61	628	627.709607463037	0.290392536962629
62	612	611.805097643387	0.194902356613413
63	595	595.821438200752	-0.821438200751641
64	597	596.859241959847	0.140758040152803
65	593	592.897332415465	0.102667584535412
66	590	589.918294243955	0.0817057560445901
67	580	579.95644784228	0.0435521577198931
68	574	574.013079941819	-0.0130799418190837
69	573	572.992839706955	0.00716029304459668
70	573	573.015285269515	-0.0152852695146464
71	620	619.901400156574	0.0985998434264505
72	626	625.89365646971	0.106343530290236
73	620	619.908292951381	0.091707048618876
74	588	586.982033572544	1.01796642745585
75	566	565.993615945524	0.00638405447621257
76	557	558.092437612339	-1.09243761233943
77	561	561.061250918441	-0.0612509184408246
78	549	549.098550872824	-0.0985508728240327
79	532	532.133716717354	-0.133716717353552
80	526	526.1507740054	-0.150774005400432
81	511	511.191981553507	-0.191981553506531
82	499	499.200346173252	-0.200346173252393
83	555	555.087821562244	-0.0878215622440683
84	565	564.081358341292	0.918641658707494
85	542	542.122059031407	-0.122059031407316
86	527	527.110774663519	-0.110774663518885
87	510	510.192981006823	-0.192981006823285
88	514	514.164785119999	-0.164785119998787
89	517	517.178361297227	-0.178361297227366
90	508	507.221763044615	0.778236955384492
91	493	493.258352533785	-0.258352533785086
92	490	490.224687997362	-0.224687997361531
93	469	469.258229643308	-0.258229643307583
94	478	477.235941600079	0.764058399921055
95	528	529.101123641246	-1.10112364124624
96	534	533.072083429227	0.927916570772599
97	518	518.125017309758	-0.125017309757566
98	506	506.117923839769	-0.117923839768749
99	502	502.12597127797	-0.12597127796992
100	516	516.056662682559	-0.0566626825586083
101	528	528.050312155312	-0.0503121553120145
102	533	533.019157780032	-0.0191577800316743
103	536	535.960288785664	0.0397112143359877
104	537	537.010105234639	-0.0101052346393137
105	524	523.041589753473	0.958410246526724
106	536	536.055965750683	-0.0559657506831727
107	587	586.871139485873	0.128860514127398
108	597	595.881244210096	1.11875578990383
109	581	580.882032621516	0.117967378484162
110	564	564.895892283077	-0.895892283077003
111	558	556.959279604685	1.04072039531487
112	575	574.901684969672	0.0983150303281993
113	580	580.97268436948	-0.972684369479816
114	575	574.982215880816	0.0177841191844497
115	563	564.007371999551	-1.0073719995511
116	552	550.989618767049	1.01038123295081
117	537	537.023584181687	-0.0235841816870423
118	545	545.029061528227	-0.0290615282269552
119	601	600.924002604501	0.0759973954985876
120	604	604.907736318257	-0.907736318257168
121	586	586.927483876822	-0.927483876822016
122	564	563.995546134606	0.00445386539424042
123	549	548.049040697087	0.950959302912638
124	551	551.093089427916	-0.0930894279156862
125	556	556.125338055768	-0.1253380557676
126	548	548.209168258589	-0.209168258589311
127	540	540.198654106277	-0.198654106276708
128	531	531.211950032607	-0.211950032607489
129	521	520.281725843742	0.718274156257616
130	519	518.238398367475	0.761601632524957
131	572	572.10195315678	-0.101953156779925
132	581	582.068008189303	-1.06800818930272
133	563	563.072134193747	-0.0721341937466972
134	548	548.07385001966	-0.0738500196601954
135	539	539.097378886533	-0.0973788865333247
136	541	541.073517415402	-0.0735174154024493
137	562	561.053930429447	0.946069570552844
138	559	559.055222645579	-0.0552226455791648
139	546	546.06937526913	-0.0693752691303587
140	536	536.988470019055	-0.988470019054668
141	528	526.993813346704	1.00618665329644
142	530	530.982531851938	-0.982531851938224
143	582	581.833079842907	0.166920157093175
144	599	598.831667768331	0.168332231669284
145	584	583.787836487351	0.21216351264897

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.0996675468690515	0.199335093738103	0.900332453130949
11	0.0533092301510969	0.106618460302194	0.946690769848903
12	0.26517813265374	0.53035626530748	0.73482186734626
13	0.217473528595902	0.434947057191804	0.782526471404098
14	0.16370167966291	0.32740335932582	0.83629832033709
15	0.105709959724514	0.211419919449029	0.894290040275486
16	0.0830854925074193	0.166170985014839	0.916914507492581
17	0.0651942339939134	0.130388467987827	0.934805766006087
18	0.185304453934333	0.370608907868666	0.814695546065667
19	0.184046404062603	0.368092808125205	0.815953595937397
20	0.153611965237978	0.307223930475956	0.846388034762022
21	0.10832298819877	0.216645976397541	0.89167701180123
22	0.17559199466243	0.35118398932486	0.82440800533757
23	0.148828643350234	0.297657286700467	0.851171356649766
24	0.267018968779541	0.534037937559081	0.732981031220459
25	0.247620055904204	0.495240111808407	0.752379944095796
26	0.192724538438485	0.38544907687697	0.807275461561515
27	0.147372629715026	0.294745259430052	0.852627370284974
28	0.11375349701258	0.227506994025159	0.88624650298742
29	0.0863555750926252	0.17271115018525	0.913644424907375
30	0.0629773795488691	0.125954759097738	0.937022620451131
31	0.045293364151326	0.0905867283026521	0.954706635848674
32	0.126704597451371	0.253409194902742	0.873295402548629
33	0.258136654352686	0.516273308705372	0.741863345647314
34	0.212074961392629	0.424149922785258	0.787925038607371
35	0.257314325798833	0.514628651597666	0.742685674201167
36	0.231727436502233	0.463454873004467	0.768272563497767
37	0.208739671638554	0.417479343277109	0.791260328361446
38	0.284103608826917	0.568207217653833	0.715896391173083
39	0.336224284408515	0.67244856881703	0.663775715591485
40	0.290850653044756	0.581701306089512	0.709149346955244
41	0.245471757377631	0.490943514755261	0.754528242622369
42	0.203253946466933	0.406507892933866	0.796746053533067
43	0.334698735540993	0.669397471081986	0.665301264459007
44	0.286814898032879	0.573629796065758	0.713185101967121
45	0.241876477772602	0.483752955545203	0.758123522227398
46	0.202918013654505	0.40583602730901	0.797081986345495
47	0.190311191278153	0.380622382556307	0.809688808721847
48	0.179997984501582	0.359995969003165	0.820002015498418
49	0.159376918183614	0.318753836367229	0.840623081816386
50	0.132814705447382	0.265629410894764	0.867185294552618
51	0.108298838628065	0.21659767725613	0.891701161371935
52	0.162357841009437	0.324715682018874	0.837642158990563
53	0.132878819305964	0.265757638611929	0.867121180694036
54	0.203632017938286	0.407264035876573	0.796367982061714
55	0.17219720002373	0.34439440004746	0.82780279997627
56	0.142060230612157	0.284120461224314	0.857939769387843
57	0.115273869141829	0.230547738283658	0.884726130858171
58	0.0926822605795258	0.185364521159052	0.907317739420474
59	0.0740095075057003	0.148019015011401	0.9259904924943
60	0.058018200367702	0.116036400735404	0.941981799632298
61	0.0450628161969541	0.0901256323939081	0.954937183803046
62	0.0345109973673797	0.0690219947347594	0.96548900263262
63	0.0834892686131639	0.166978537226328	0.916510731386836
64	0.0667031507946475	0.133406301589295	0.933296849205352
65	0.0522224288130939	0.104444857626188	0.947777571186906
66	0.0404101794028021	0.0808203588056041	0.959589820597198
67	0.0310741415747113	0.0621482831494226	0.968925858425289
68	0.0240974919060089	0.0481949838120179	0.975902508093991
69	0.0179950819305068	0.0359901638610136	0.982004918069493
70	0.0133564778535688	0.0267129557071376	0.986643522146431
71	0.00960927223132277	0.0192185444626455	0.990390727768677
72	0.00682142914579839	0.0136428582915968	0.993178570854202
73	0.00477764518698845	0.0095552903739769	0.995222354813012
74	0.00916419827418798	0.018328396548376	0.990835801725812
75	0.00712962382744328	0.0142592476548866	0.992870376172557
76	0.0321393233000551	0.0642786466001102	0.967860676699945
77	0.0243258534473067	0.0486517068946135	0.975674146552693
78	0.0182388143018657	0.0364776286037314	0.981761185698134
79	0.0136113933883814	0.0272227867767629	0.986388606611619
80	0.00993548940554786	0.0198709788110957	0.990064510594452
81	0.00734215202152588	0.0146843040430518	0.992657847978474
82	0.00583372295178705	0.0116674459035741	0.994166277048213
83	0.00420588200351352	0.00841176400702704	0.995794117996486
84	0.0087242218442066	0.0174484436884132	0.991275778155793
85	0.00650685416210978	0.0130137083242196	0.99349314583789
86	0.00462235458856873	0.00924470917713745	0.995377645411431
87	0.00338676388947975	0.00677352777895951	0.99661323611052
88	0.00234141101854164	0.00468282203708327	0.997658588981458
89	0.00160329192140799	0.00320658384281598	0.998396708078592
90	0.00301292796060018	0.00602585592120035	0.9969870720394
91	0.00224631031340226	0.00449262062680451	0.997753689686598
92	0.00159676973610552	0.00319353947221105	0.998403230263894
93	0.001286238610878	0.00257247722175601	0.998713761389122
94	0.00186391876531322	0.00372783753062644	0.998136081234687
95	0.00618258541840417	0.0123651708368083	0.993817414581596
96	0.0157955289716625	0.0315910579433251	0.984204471028337
97	0.0117862158873154	0.0235724317746307	0.988213784112685
98	0.00848165854730684	0.0169633170946137	0.991518341452693
99	0.00612753474247069	0.0122550694849414	0.993872465257529
100	0.00425645752459957	0.00851291504919914	0.9957435424754
101	0.00297174803042505	0.00594349606085009	0.997028251969575
102	0.00209631525601933	0.00419263051203866	0.997903684743981
103	0.00154267384575443	0.00308534769150887	0.998457326154246
104	0.00130395085390195	0.00260790170780391	0.998696049146098
105	0.00143761840650298	0.00287523681300597	0.998562381593497
106	0.00119207383097549	0.00238414766195099	0.998807926169024
107	0.00076261157228005	0.0015252231445601	0.99923738842772
108	0.00290160577374771	0.00580321154749542	0.997098394226252
109	0.00216946557793988	0.00433893115587977	0.99783053442206
110	0.00906936059766006	0.0181387211953201	0.99093063940234
111	0.0150522104771871	0.0301044209543741	0.984947789522813
112	0.0118065564355427	0.0236131128710853	0.988193443564457
113	0.020091131807698	0.0401822636153959	0.979908868192302
114	0.014809308352056	0.0296186167041119	0.985190691647944
115	0.0365806661840589	0.0731613323681177	0.963419333815941
116	0.0692797758524333	0.138559551704867	0.930720224147567
117	0.0505989959119294	0.101197991823859	0.949401004088071
118	0.0362789590719759	0.0725579181439518	0.963721040928024
119	0.0319595920320867	0.0639191840641734	0.968040407967913
120	0.0337896201750969	0.0675792403501937	0.966210379824903
121	0.0538228098536614	0.107645619707323	0.946177190146339
122	0.0406968432896675	0.0813936865793349	0.959303156710333
123	0.0721853235295196	0.144370647059039	0.92781467647048
124	0.0597005523207399	0.11940110464148	0.94029944767926
125	0.0578090355430646	0.115618071086129	0.942190964456935
126	0.0606958120810609	0.121391624162122	0.939304187918939
127	0.0473615335000692	0.0947230670001385	0.952638466499931
128	0.0300849097068896	0.0601698194137793	0.96991509029311
129	0.0256648535344247	0.0513297070688495	0.974335146465575
130	0.0224924341907799	0.0449848683815598	0.97750756580922
131	0.0161535145223801	0.0323070290447602	0.98384648547762
132	0.0367141601915107	0.0734283203830213	0.963285839808489
133	0.131187777916912	0.262375555833824	0.868812222083088
134	0.0743958094597251	0.14879161891945	0.925604190540275
135	0.0499967889795314	0.0999935779590629	0.950003211020469

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	48	0.380952380952381	NOK
10% type I error level	64	0.507936507936508	NOK