Multiple Linear Regression - Estimated Regression Equation

Depressie[t] = + 6.83819967635574 -0.114673066891991Leeftijd[t] -0.0937460780704117Sportgerelateerde_groep[t] + 0.466815574575993Stress[t] + 0.260747924507668Veranderingen_verleden[t] + 0.297659363826662Alcoholgebruik[t] -0.357602662543149Depressie_mannen[t] + 0.369370037808583Depressie_oktober[t] + 0.00235586693461173t + 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)	6.83819967635574	7.734283	0.8841	0.37818	0.18909
Leeftijd	-0.114673066891991	0.411141	-0.2789	0.780734	0.390367
Sportgerelateerde_groep	-0.0937460780704117	0.02383	-3.9339	0.000133	6.6e-05
Stress	0.466815574575993	0.165556	2.8197	0.005526	0.002763
Veranderingen_verleden	0.260747924507668	0.138261	1.8859	0.06144	0.03072
Alcoholgebruik	0.297659363826662	0.173245	1.7181	0.088046	0.044023
Depressie_mannen	-0.357602662543149	0.537147	-0.6657	0.506702	0.253351
Depressie_oktober	0.369370037808583	0.820422	0.4502	0.653269	0.326634
t	0.00235586693461173	0.00982	0.2399	0.810772	0.405386

Multiple Linear Regression - Regression Statistics
Multiple R	0.470096264194295
R-squared	0.220990497609432
Adjusted R-squared	0.175166409233517
F-TEST (value)	4.82258361140864
F-TEST (DF numerator)	8
F-TEST (DF denominator)	136
p-value	3.0413779014804e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.88249480486812
Sum Squared Residuals	1129.99357681247

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	12	13.2463450123254	-1.24634501232539
2	11	10.5672156030731	0.432784396926941
3	14	13.7581239912046	0.241876008795425
4	12	10.7233594565043	1.2766405434957
5	21	13.5898498827723	7.41015011722766
6	12	12.3287492051515	-0.328749205151467
7	22	15.3107288091717	6.6892711908283
8	11	12.2934174095738	-1.29341740957384
9	10	11.461741770138	-1.46174177013795
10	13	11.7203397023741	1.27966029762592
11	10	12.392906813106	-2.39290681310595
12	8	12.8630852715887	-4.86308527158869
13	15	12.3828726845998	2.61712731540019
14	10	11.283786571159	-1.28378657115899
15	14	13.7948217968684	0.205178203131633
16	14	9.89623943521267	4.10376056478732
17	11	10.9872988254711	0.0127011745289203
18	10	11.8975852288961	-1.8975852288961
19	13	13.6918741988727	-0.691874198872739
20	7	11.8530021663702	-4.85300216637016
21	12	15.2499648681858	-3.24996486818585
22	14	13.6466130201313	0.353386979868692
23	11	9.94759669614475	1.05240330385525
24	9	12.311968676329	-3.31196867632898
25	11	11.3842449576648	-0.384244957664766
26	15	13.2932069945334	1.70679300546661
27	13	12.361174547245	0.638825452754973
28	9	10.3309392106994	-1.33093921069943
29	15	12.5139334256283	2.48606657437175
30	10	11.4170322185764	-1.41703221857637
31	11	9.6422817822613	1.3577182177387
32	13	11.8173771855498	1.18262281445015
33	8	10.906592213036	-2.90659221303604
34	20	12.4273303918716	7.57266960812838
35	12	10.9251340330906	1.07486596690939
36	10	11.896068178984	-1.89606817898397
37	10	11.3135142359186	-1.31351423591865
38	9	12.6275862468659	-3.62758624686587
39	14	11.6816507894932	2.31834921050679
40	8	14.7541373804657	-6.75413738046565
41	14	15.3468694367294	-1.34686943672942
42	11	9.9755388786319	1.0244611213681
43	13	12.7772009389815	0.222799061018461
44	11	10.7090574495099	0.290942550490051
45	11	12.3264947521491	-1.32649475214906
46	10	11.6450064196831	-1.64500641968308
47	14	10.1979412163156	3.8020587836844
48	18	14.2407590633208	3.75924093667916
49	14	13.6692408079587	0.330759192041309
50	11	15.4903942657721	-4.49039426577205
51	12	12.7600097933755	-0.760009793375463
52	13	12.5882669112366	0.411733088763421
53	9	12.4784316373264	-3.47843163732641
54	10	11.8076262116177	-1.80762621161773
55	15	13.1533051212567	1.84669487874327
56	20	14.8855773294899	5.11442267051015
57	12	12.1672729992236	-0.167272999223579
58	12	13.1948022353324	-1.19480223533235
59	14	13.1105616481519	0.889438351848071
60	13	13.6529888580294	-0.652988858029378
61	11	10.7628984958227	0.237101504177274
62	17	14.4547889931032	2.54521100689677
63	12	13.4703397530705	-1.47033975307047
64	13	15.0054256346264	-2.00542563462636
65	14	14.27068866753	-0.270688667530026
66	13	11.9156152178381	1.08438478216186
67	15	15.4539639751776	-0.453963975177584
68	13	12.5082644842554	0.491735515744601
69	10	11.7490207486865	-1.74902074868649
70	11	10.4559197625219	0.54408023747809
71	13	14.0271846045951	-1.0271846045951
72	17	12.9289074759405	4.07109252405953
73	13	13.4341451784999	-0.434145178499948
74	9	13.4369904458717	-4.43699044587171
75	11	11.2378304697267	-0.237830469726695
76	10	15.0009559936661	-5.00095599366615
77	9	12.570208357538	-3.57020835753803
78	12	12.3387617252187	-0.338761725218668
79	12	12.0003312219935	-0.000331221993505235
80	13	12.1470442613497	0.852955738650269
81	13	12.368343568885	0.631656431114986
82	22	15.4304645114702	6.56953548852985
83	13	13.2158094852649	-0.215809485264872
84	15	15.4801836268806	-0.480183626880643
85	13	11.3165870300471	1.68341296995286
86	15	12.3244821089957	2.67551789100434
87	10	14.0610488439968	-4.06104884399675
88	11	11.400068552919	-0.400068552919048
89	16	12.9867260489492	3.01327395105079
90	11	11.6291838822481	-0.629183882248089
91	11	11.0473791268677	-0.0473791268676598
92	10	12.0399612331697	-2.03996123316967
93	10	12.5459946202631	-2.5459946202631
94	16	13.3917871218324	2.60821287816755
95	12	12.6597654048493	-0.659765404849253
96	11	13.1421716061762	-2.14217160617622
97	16	13.427708739196	2.57229126080403
98	19	13.2162003594773	5.78379964052272
99	11	12.4316266687934	-1.43162666879344
100	15	13.512073072357	1.48792692764305
101	24	17.97204969524	6.02795030476001
102	14	11.1539668201045	2.84603317989555
103	15	14.624307744054	0.375692255945983
104	11	11.0401334375755	-0.0401334375755472
105	15	15.9982709935626	-0.99827099356259
106	12	13.5293946437637	-1.52939464376369
107	10	10.2217790118711	-0.221779011871085
108	14	14.707677883219	-0.707677883218995
109	9	13.6289649847128	-4.62896498471277
110	15	11.3333949270364	3.66660507296362
111	15	12.8802587455208	2.11974125447916
112	14	11.1587104469871	2.84128955301294
113	11	11.8234596834956	-0.82345968349563
114	8	13.0445145653456	-5.0445145653456
115	11	12.0558375341057	-1.05583753410566
116	8	10.0018131730916	-2.00181317309158
117	10	12.4921710884259	-2.49217108842594
118	11	13.1844651193203	-2.18446511932031
119	13	14.548092788969	-1.54809278896896
120	11	13.6912733437775	-2.69127334377751
121	20	13.0824564637145	6.91754353628548
122	10	13.5649341504054	-3.5649341504054
123	12	12.6348589368471	-0.634858936847107
124	14	13.6399830474762	0.360016952523753
125	23	15.1137497087129	7.8862502912871
126	14	12.9218484739061	1.07815152609386
127	16	14.0931890859356	1.90681091406436
128	11	14.4631975637828	-3.46319756378277
129	12	13.0440987807509	-1.04409878075085
130	10	13.6525837163621	-3.65258371636212
131	14	12.8928553301592	1.10714466984081
132	12	9.29388566756919	2.70611433243082
133	12	12.5234513601797	-0.523451360179669
134	11	11.1860224477108	-0.186022447710815
135	12	13.1486680454118	-1.14866804541178
136	13	13.6472982457722	-0.647298245772176
137	17	13.1504611741158	3.84953882588421
138	9	13.0528194607799	-4.05281946077994
139	12	14.4667069745839	-2.46670697458386
140	19	13.2781436780198	5.72185632198019
141	15	15.6144680421535	-0.614468042153512
142	14	14.4204420064533	-0.420442006453278
143	11	13.2433617926856	-2.24336179268561
144	9	11.8843791574773	-2.88437915747732
145	18	13.4297121179846	4.57028788201542

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0.917649485645883	0.164701028708235	0.0823505143541175
13	0.927366716135294	0.145266567729411	0.0726332838647056
14	0.886732299108813	0.226535401782375	0.113267700891187
15	0.823976131876344	0.352047736247312	0.176023868123656
16	0.95121353123354	0.0975729375329196	0.0487864687664598
17	0.9310423666437	0.137915266712601	0.0689576333563005
18	0.904777273174386	0.190445453651228	0.0952227268256138
19	0.868044463093756	0.263911073812488	0.131955536906244
20	0.888189538208106	0.223620923583788	0.111810461791894
21	0.877895680798445	0.244208638403109	0.122104319201554
22	0.883999155525234	0.232001688949533	0.116000844474766
23	0.85356472012137	0.29287055975726	0.14643527987863
24	0.824927545660767	0.350144908678466	0.175072454339233
25	0.774423310640117	0.451153378719767	0.225576689359883
26	0.784644793776288	0.430710412447424	0.215355206223712
27	0.75125963312238	0.497480733755241	0.248740366877621
28	0.709221513850829	0.581556972298342	0.290778486149171
29	0.699837500649168	0.600324998701664	0.300162499350832
30	0.652733187253302	0.694533625493396	0.347266812746698
31	0.66596374648759	0.66807250702482	0.33403625351241
32	0.609049423529702	0.781901152940597	0.390950576470298
33	0.588484439294483	0.823031121411035	0.411515560705517
34	0.817528045409456	0.364943909181089	0.182471954590544
35	0.7856507764692	0.428698447061601	0.214349223530801
36	0.747872315180165	0.50425536963967	0.252127684819835
37	0.725086483987319	0.549827032025363	0.274913516012681
38	0.752029574087591	0.495940851824817	0.247970425912409
39	0.74685917447981	0.506281651040381	0.253140825520191
40	0.880038144041163	0.239923711917674	0.119961855958837
41	0.855864914188765	0.28827017162247	0.144135085811235
42	0.843104842616482	0.313790314767037	0.156895157383518
43	0.80858848373895	0.3828230325221	0.19141151626105
44	0.768425949139489	0.463148101721023	0.231574050860511
45	0.728606355806658	0.542787288386684	0.271393644193342
46	0.693015372063081	0.613969255873837	0.306984627936919
47	0.715285034301454	0.569429931397091	0.284714965698546
48	0.767626294777383	0.464747410445234	0.232373705222617
49	0.72693242221893	0.546135155562142	0.273067577781071
50	0.75471318788873	0.49057362422254	0.24528681211127
51	0.722394696004117	0.555210607991766	0.277605303995883
52	0.679592718326016	0.640814563347968	0.320407281673984
53	0.68928553101205	0.621428937975899	0.31071446898795
54	0.663306507844625	0.67338698431075	0.336693492155375
55	0.653644228579005	0.69271154284199	0.346355771420995
56	0.739175264181259	0.521649471637483	0.260824735818741
57	0.696944431466534	0.606111137066933	0.303055568533466
58	0.66135480804699	0.67729038390602	0.33864519195301
59	0.615697807965653	0.768604384068694	0.384302192034347
60	0.572686995486979	0.854626009026042	0.427313004513021
61	0.529971904203603	0.940056191592794	0.470028095796397
62	0.512493630719147	0.975012738561707	0.487506369280853
63	0.48598693775739	0.97197387551478	0.51401306224261
64	0.45412272675907	0.90824545351814	0.54587727324093
65	0.408664553287729	0.817329106575458	0.591335446712271
66	0.370956396515709	0.741912793031417	0.629043603484291
67	0.330641093124901	0.661282186249802	0.669358906875099
68	0.289877270043013	0.579754540086026	0.710122729956987
69	0.259184477156696	0.518368954313391	0.740815522843304
70	0.221991859146661	0.443983718293321	0.77800814085334
71	0.190378477380521	0.380756954761043	0.809621522619479
72	0.227212644067668	0.454425288135336	0.772787355932332
73	0.191350743179003	0.382701486358006	0.808649256820997
74	0.232542408063483	0.465084816126966	0.767457591936517
75	0.196933791232931	0.393867582465863	0.803066208767068
76	0.273524735676698	0.547049471353396	0.726475264323302
77	0.291241832365296	0.582483664730591	0.708758167634704
78	0.268693064189314	0.537386128378629	0.731306935810686
79	0.23238650259227	0.46477300518454	0.76761349740773
80	0.200688228446674	0.401376456893348	0.799311771553326
81	0.174182720252634	0.348365440505268	0.825817279747366
82	0.320831286015797	0.641662572031595	0.679168713984203
83	0.277725874404447	0.555451748808893	0.722274125595553
84	0.24131851295014	0.48263702590028	0.75868148704986
85	0.213471537170618	0.426943074341236	0.786528462829382
86	0.201763135045775	0.40352627009155	0.798236864954225
87	0.236848441738193	0.473696883476385	0.763151558261807
88	0.199772357437238	0.399544714874476	0.800227642562762
89	0.200980356889255	0.40196071377851	0.799019643110745
90	0.1689037025308	0.3378074050616	0.8310962974692
91	0.138523009590804	0.277046019181608	0.861476990409196
92	0.126600704886749	0.253201409773497	0.873399295113251
93	0.119565420976921	0.239130841953843	0.880434579023079
94	0.110477268557874	0.220954537115748	0.889522731442126
95	0.0898362915004407	0.179672583000881	0.91016370849956
96	0.0838512483655847	0.167702496731169	0.916148751634415
97	0.0758443070556683	0.151688614111337	0.924155692944332
98	0.122657487007097	0.245314974014195	0.877342512992903
99	0.101666546828429	0.203333093656858	0.89833345317157
100	0.0829278554228184	0.165855710845637	0.917072144577182
101	0.174296414244879	0.348592828489757	0.825703585755121
102	0.171385474721833	0.342770949443667	0.828614525278167
103	0.154123912218134	0.308247824436267	0.845876087781866
104	0.125243629344186	0.250487258688373	0.874756370655814
105	0.099327039348248	0.198654078696496	0.900672960651752
106	0.07913635821617	0.15827271643234	0.92086364178383
107	0.0599741464699506	0.119948292939901	0.94002585353005
108	0.0452971495524328	0.0905942991048656	0.954702850447567
109	0.0583955071377346	0.116791014275469	0.941604492862265
110	0.0853454123941815	0.170690824788363	0.914654587605819
111	0.0705034790257009	0.141006958051402	0.9294965209743
112	0.0817262045155717	0.163452409031143	0.918273795484428
113	0.0664078185995473	0.132815637199095	0.933592181400453
114	0.0762212079813115	0.152442415962623	0.923778792018689
115	0.0563637278722062	0.112727455744412	0.943636272127794
116	0.0448964610653967	0.0897929221307934	0.955103538934603
117	0.0366579273631597	0.0733158547263194	0.96334207263684
118	0.0261647820786883	0.0523295641573767	0.973835217921312
119	0.0178422650946325	0.035684530189265	0.982157734905368
120	0.0200466101641333	0.0400932203282666	0.979953389835867
121	0.0548820207132489	0.109764041426498	0.945117979286751
122	0.064914152894404	0.129828305788808	0.935085847105596
123	0.048165935367135	0.09633187073427	0.951834064632865
124	0.0349130801768101	0.0698261603536202	0.96508691982319
125	0.226365254674916	0.452730509349832	0.773634745325084
126	0.466266540036117	0.932533080072235	0.533733459963883
127	0.56381414252386	0.87237171495228	0.43618585747614
128	0.474254968707204	0.948509937414408	0.525745031292796
129	0.389341055859414	0.778682111718828	0.610658944140586
130	0.312198528802398	0.624397057604795	0.687801471197602
131	0.30882381577784	0.61764763155568	0.69117618422216
132	0.207671708667236	0.415343417334472	0.792328291332764
133	0.221780588543262	0.443561177086524	0.778219411456738

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	0	0	OK
5% type I error level	2	0.0163934426229508	OK
10% type I error level	9	0.0737704918032787	OK