Multiple Linear Regression - Estimated Regression Equation

Totaal_werklozen[t] = + 1.25805258726478 + 0.994661922800537Jonger_dan_25_jaar[t] + 1.00172411751936Vanaf_25_jaar[t] -0.159747721315807Belgie[t] -0.0302394170281228Eurogebied[t] + 0.0176099625292626EU_27[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)	1.25805258726478	0.610511	2.0607	0.041201	0.0206
Jonger_dan_25_jaar	0.994661922800537	0.003107	320.1415	0	0
Vanaf_25_jaar	1.00172411751936	0.00261	383.8636	0	0
Belgie	-0.159747721315807	0.105403	-1.5156	0.131894	0.065947
Eurogebied	-0.0302394170281228	0.211592	-0.1429	0.886565	0.443283
EU_27	0.0176099625292626	0.208159	0.0846	0.932702	0.466351

Multiple Linear Regression - Regression Statistics
Multiple R	0.999949566855604
R-squared	0.99989913625471
Adjusted R-squared	0.999895508062433
F-TEST (value)	275591.550838126
F-TEST (DF numerator)	5
F-TEST (DF denominator)	139
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.48812243024861
Sum Squared Residuals	33.1186274607415

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	493	492.990005766996	0.00999423300358567
2	481	481.036576874621	-0.0365768746211799
3	462	462.088227490751	-0.088227490751074
4	457	457.109118627479	-0.109118627479444
5	442	442.167665713687	-0.167665713686772
6	439	439.177880696016	-0.177880696016228
7	488	488.080595774469	-0.080595774469399
8	521	519.995786586162	1.00421341383765
9	501	502.003087386111	-1.00308738611081
10	485	485.029687508788	-0.0296875087882139
11	464	464.08713995492	-0.0871399549202874
12	460	460.1257299813	-0.125729981299612
13	467	467.172772289901	-0.172772289901108
14	460	460.197864823554	-0.197864823553632
15	448	448.215510328618	-0.215510328618235
16	443	443.196126780915	-0.196126780914748
17	436	436.219368931873	-0.219368931873335
18	431	431.240847505846	-0.240847505845768
19	484	484.145247242352	-0.145247242351496
20	510	509.070053866368	0.929946133631572
21	513	513.021963825332	-0.0219638253323059
22	503	502.978322405529	0.0216775944714245
23	471	470.998895017681	0.00110498231883641
24	471	471.001082888003	-0.00108288800324184
25	476	476.00381483989	-0.00381483989009308
26	475	474.020290243558	0.979709756442046
27	470	470.034580357637	-0.0345803576369908
28	461	461.06202390552	-0.0620239055197399
29	455	455.067991460163	-0.0679914601633029
30	456	455.067991460163	0.932008539836697
31	517	516.866248662616	0.133751337383537
32	525	525.804081578384	-0.804081578383649
33	523	522.78697270671	0.213027293289996
34	519	518.836573794383	0.163426205616844
35	509	508.863893657825	0.136106342175435
36	512	511.88319039982	0.116809600179718
37	519	518.869108927462	0.130891072538418
38	517	516.874910757464	0.125089242536241
39	510	509.898152908422	0.101847091577642
40	509	509.910426915166	-0.910426915166068
41	501	499.951533680417	1.04846631958301
42	507	506.939391977193	0.0606080228067766
43	569	569.76552359216	-0.765523592159977
44	580	579.729291151306	0.270708848694189
45	578	577.713906397152	0.286093602848484
46	565	565.76686287581	-0.766862875810238
47	547	547.787451993816	-0.7874519938156
48	555	554.792369235291	0.207630764708712
49	562	561.778287762933	0.221712237067418
50	561	560.79775022957	0.202249770430309
51	555	555.870514549268	-0.870514549267814
52	544	543.954336399622	0.0456636003781708
53	537	537.000615517431	-0.000615517430826621
54	543	542.961862347143	0.0381376528566306
55	594	593.724592047508	0.275407952492049
56	611	610.642417976473	0.357582023527074
57	613	612.65292840623	0.34707159376953
58	611	610.782150824212	0.217849175787636
59	594	593.852388376132	0.147611623868174
60	595	595.884085390046	-0.884085390045837
61	591	590.913799717746	0.0862002822540332
62	589	589.917287412252	-0.91728741225149
63	584	583.926278908598	0.0737210914021351
64	573	572.942624589479	0.0573754105209769
65	567	566.952879031275	0.0471209687247226
66	569	568.965239843727	0.0347601562732398
67	621	620.782919176471	0.217080823528655
68	629	628.741477504326	0.258522495674476
69	628	627.739753386806	0.260246613193835
70	612	611.800525222069	0.199474777930859
71	595	595.857775064826	-0.857775064826268
72	597	596.89607310139	0.103926898610366
73	593	592.923900167662	0.0760998323377368
74	590	589.934115149992	0.0658848500082872
75	580	579.960510088561	0.0394899114390652
76	574	573.958401137172	0.0415988628275222
77	573	572.976102607557	0.0238973924433451
78	573	573.002252902551	-0.00225290255087449
79	620	619.890508684672	0.109491315328492
80	626	625.890429765738	0.109570234262105
81	620	619.88841020079	0.111589799209559
82	588	586.938710188884	1.0612898111162
83	566	565.978426866631	0.0215731333686393
84	557	558.034330948793	-1.03433094879252
85	561	561.031943055829	-0.0319430558287356
86	549	549.054889759359	-0.0548897593592419
87	532	532.069215875293	-0.0692158752929444
88	526	526.065345927652	-0.0653459276515623
89	511	511.104894300025	-0.104894300024506
90	499	499.176442143635	-0.176442143634814
91	555	555.086014232699	-0.0860142326986132
92	565	564.091107666323	0.908892333676925
93	542	542.112787966792	-0.112787966791563
94	527	527.116775415955	-0.116775415954483
95	510	510.138074340166	-0.138074340166003
96	514	514.150272008709	-0.150272008709338
97	517	517.171419133399	-0.171419133398999
98	508	507.215639226794	0.784360773206259
99	493	493.249849521967	-0.249849521967222
100	490	490.255777617144	-0.255777617143978
101	469	469.281867956257	-0.281867956256935
102	478	477.257236594674	0.742763405326119
103	528	529.110137514572	-1.11013751457157
104	534	533.071547488192	0.928452511807751
105	518	518.068633305811	-0.0686333058112465
106	506	506.116129338308	-0.116129338308392
107	502	502.134955756206	-0.134955756206471
108	516	516.123444407306	-0.1234444073057
109	528	528.080057271609	-0.0800572716088993
110	533	533.052939478593	-0.0529394785928807
111	536	536.043649421136	-0.0436494211356145
112	537	537.068908556308	-0.0689085563084191
113	524	523.100005523338	0.89999447666192
114	536	536.078693550886	-0.0786935508859344
115	587	586.93264566083	0.0673543391696196
116	597	595.891575774313	1.10842422568697
117	581	580.87857545551	0.121424544489613
118	564	564.941624547536	-0.941624547536446
119	558	556.955990999816	1.04400900018415
120	575	574.946839817173	0.0531601828265303
121	580	580.928756970532	-0.92875697053232
122	575	574.923624077441	0.0763759225589417
123	563	563.939969758322	-0.939969758322209
124	552	550.956905457181	1.04309454281935
125	537	536.982203174941	0.0177968250586253
126	545	544.983134671108	0.0168653288915049
127	601	600.897918572197	0.102081427802805
128	604	604.878416646093	-0.878416646093268
129	586	586.884543887033	-0.884543887032844
130	564	563.952672487564	0.047327512436156
131	549	548.013533709268	0.986466290732173
132	551	551.087816962377	-0.0878169623771218
133	556	556.1385626171	-0.138562617099725
134	548	548.187991941786	-0.187991941786115
135	540	540.216661556385	-0.21666155638518
136	531	531.213418505455	-0.213418505454659
137	521	520.238587377308	0.761412622692448
138	519	518.232115200566	0.767884799433978
139	572	572.094263604771	-0.0942636047713698
140	581	582.060806471483	-1.06080647148332
141	563	563.047971877322	-0.0479718773220614
142	548	548.104419946699	-0.104419946698775
143	539	539.130013111888	-0.130013111887587
144	541	541.160536566793	-0.160536566792726
145	562	561.158444998136	0.841555001864079

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.572375093920252	0.855249812159496	0.427624906079748
10	0.545404617469017	0.909190765061967	0.454595382530983
11	0.39860578271542	0.79721156543084	0.60139421728458
12	0.398941328097547	0.797882656195094	0.601058671902453
13	0.296012022275431	0.592024044550861	0.703987977724569
14	0.215444112326693	0.430888224653385	0.784555887673307
15	0.20492427287395	0.4098485457479	0.79507572712605
16	0.177158193629058	0.354316387258116	0.822841806370942
17	0.126194652307599	0.252389304615197	0.873805347692401
18	0.0861700395113233	0.172340079022647	0.913829960488677
19	0.0553100922945728	0.110620184589146	0.944689907705427
20	0.176192718785658	0.352385437571316	0.823807281214342
21	0.147934316874561	0.295868633749122	0.852065683125439
22	0.105931734739272	0.211863469478545	0.894068265260728
23	0.083704497119453	0.167408994238906	0.916295502880547
24	0.0590788178135661	0.118157635627132	0.940921182186434
25	0.0399155909036453	0.0798311818072905	0.960084409096355
26	0.0738623070779092	0.147724614155818	0.926137692922091
27	0.0683767011323543	0.136753402264709	0.931623298867646
28	0.0545820363731943	0.109164072746389	0.945417963626806
29	0.039390670532108	0.078781341064216	0.960609329467892
30	0.0871778296677845	0.174355659335569	0.912822170332215
31	0.0717464507541066	0.143492901508213	0.928253549245893
32	0.120436657574262	0.240873315148524	0.879563342425738
33	0.121195039645403	0.242390079290807	0.878804960354597
34	0.0926503600499921	0.185300720099984	0.907349639950008
35	0.0695596709995065	0.139119341999013	0.930440329000494
36	0.0559667382737267	0.111933476547453	0.944033261726273
37	0.0504267651377333	0.100853530275467	0.949573234862267
38	0.0411975421406918	0.0823950842813835	0.958802457859308
39	0.0320864031088288	0.0641728062176575	0.967913596891171
40	0.113807467941652	0.227614935883305	0.886192532058348
41	0.217805550426107	0.435611100852214	0.782194449573893
42	0.181571723948724	0.363143447897448	0.818428276051276
43	0.267441840292673	0.534883680585346	0.732558159707327
44	0.233613836003223	0.467227672006446	0.766386163996777
45	0.208964464925877	0.417928929851754	0.791035535074123
46	0.286517277940999	0.573034555881999	0.713482722059001
47	0.338092715823912	0.676185431647825	0.661907284176088
48	0.294849021847551	0.589698043695102	0.705150978152449
49	0.252555461813621	0.505110923627243	0.747444538186379
50	0.213889903389516	0.427779806779032	0.786110096610484
51	0.348308578935485	0.69661715787097	0.651691421064515
52	0.303211170391365	0.60642234078273	0.696788829608635
53	0.260168760718812	0.520337521437624	0.739831239281188
54	0.222794649702548	0.445589299405096	0.777205350297452
55	0.206308252454169	0.412616504908337	0.793691747545831
56	0.195660894199693	0.391321788399386	0.804339105800307
57	0.179297771719496	0.358595543438993	0.820702228280504
58	0.15268241435889	0.30536482871778	0.84731758564111
59	0.126966979358092	0.253933958716185	0.873033020641908
60	0.18980564085096	0.37961128170192	0.81019435914904
61	0.15945429261239	0.318908585224779	0.84054570738761
62	0.22757871115536	0.455157422310719	0.77242128884464
63	0.197222807683351	0.394445615366701	0.802777192316649
64	0.167615754496274	0.335231508992547	0.832384245503726
65	0.14063799279622	0.281275985592441	0.85936200720378
66	0.115996436930666	0.231992873861333	0.884003563069334
67	0.0999527461070917	0.199905492214183	0.900047253892908
68	0.0855351340148748	0.17107026802975	0.914464865985125
69	0.072504274054223	0.145008548108446	0.927495725945777
70	0.0598647422568653	0.119729484513731	0.940135257743135
71	0.0920532219385088	0.184106443877018	0.907946778061491
72	0.0747447196963453	0.149489439392691	0.925255280303655
73	0.0593073080081636	0.118614616016327	0.940692691991836
74	0.0462759691296301	0.0925519382592602	0.95372403087037
75	0.0355186888090101	0.0710373776180202	0.96448131119099
76	0.0269035170352777	0.0538070340705554	0.973096482964722
77	0.0201056885681598	0.0402113771363196	0.97989431143184
78	0.0148216040159836	0.0296432080319673	0.985178395984016
79	0.0110004204612575	0.022000840922515	0.988999579538743
80	0.00814252593153285	0.0162850518630657	0.991857474068467
81	0.00603509592396829	0.0120701918479366	0.993964904076032
82	0.0206887477779163	0.0413774955558326	0.979311252222084
83	0.0163029781048583	0.0326059562097165	0.983697021895142
84	0.042411029541342	0.084822059082684	0.957588970458658
85	0.0325280090353338	0.0650560180706677	0.967471990964666
86	0.0245240576563891	0.0490481153127782	0.975475942343611
87	0.0182116448791408	0.0364232897582815	0.981788355120859
88	0.013338032116228	0.0266760642324561	0.986661967883772
89	0.00977097005763741	0.0195419401152748	0.990229029942363
90	0.00736544938824054	0.0147308987764811	0.992634550611759
91	0.00517157597668199	0.010343151953364	0.994828424023318
92	0.0180813817774295	0.0361627635548589	0.981918618222571
93	0.0139150320443471	0.0278300640886943	0.986084967955653
94	0.0101097185907244	0.0202194371814487	0.989890281409276
95	0.00721153328826485	0.0144230665765297	0.992788466711735
96	0.00505806934078563	0.0101161386815713	0.994941930659214
97	0.00349452904366128	0.00698905808732256	0.996505470956339
98	0.00792998262766124	0.0158599652553225	0.992070017372339
99	0.0057319927111865	0.011463985422373	0.994268007288813
100	0.00419658140382687	0.00839316280765373	0.995803418596173
101	0.00380888186053321	0.00761776372106643	0.996191118139467
102	0.00516563903697522	0.0103312780739504	0.994834360963025
103	0.0152196455252816	0.0304392910505633	0.984780354474718
104	0.0414931269178801	0.0829862538357602	0.95850687308212
105	0.0316011910600998	0.0632023821201997	0.9683988089399
106	0.0230833224824563	0.0461666449649127	0.976916677517544
107	0.0170262142243401	0.0340524284486802	0.98297378577566
108	0.0126863722761256	0.0253727445522512	0.987313627723874
109	0.00924833163518963	0.0184966632703793	0.99075166836481
110	0.00696057209619411	0.0139211441923882	0.993039427903806
111	0.0062169749350874	0.0124339498701748	0.993783025064913
112	0.00618419324549461	0.0123683864909892	0.993815806754505
113	0.00709443654035762	0.0141888730807152	0.992905563459642
114	0.00642060062469004	0.0128412012493801	0.99357939937531
115	0.00421067760115131	0.00842135520230262	0.995789322398849
116	0.0398692715736005	0.0797385431472011	0.960130728426399
117	0.0384350600749525	0.076870120149905	0.961564939925047
118	0.0976653990299342	0.195330798059868	0.902334600970066
119	0.202350466836846	0.404700933673691	0.797649533163154
120	0.158085530440785	0.31617106088157	0.841914469559215
121	0.185153498843212	0.370306997686425	0.814846501156788
122	0.155052887360164	0.310105774720327	0.844947112639836
123	0.326634384041432	0.653268768082864	0.673365615958568
124	0.41783514639066	0.83567029278132	0.58216485360934
125	0.440153265748943	0.880306531497886	0.559846734251057
126	0.646335638153072	0.707328723693856	0.353664361846928
127	0.583587706831667	0.832824586336666	0.416412293168333
128	0.559120519413915	0.881758961172169	0.440879480586085
129	0.586021109102293	0.827957781795414	0.413978890897707
130	0.537159527230781	0.925680945538439	0.462840472769219
131	0.642121867151759	0.715756265696482	0.357878132848241
132	0.565403339327801	0.869193321344398	0.434596660672199
133	0.455348837623383	0.910697675246765	0.544651162376617
134	0.386583997290874	0.773167994581749	0.613416002709126
135	0.262091917194755	0.52418383438951	0.737908082805245
136	0.193339029203748	0.386678058407496	0.806660970796252

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	4	0.03125	NOK
5% type I error level	35	0.2734375	NOK
10% type I error level	48	0.375	NOK