Multiple Linear Regression - Estimated Regression Equation

Depressie[t] = + 8.59793305408271 + 0.0318426073277617Leeftijd[t] -0.08663982982343Sportgerelateerde_groep[t] + 0.447620146494133Stress[t] + 0.0387187535662257Verwachtingen_ouders[t] + 0.349162354351205Slaapgebrek[t] + 0.196790971528799Veranderingen_verleden[t] + 0.297703798450042Alcoholgebruik[t] -0.140133754998486Rookgedrag[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)	8.59793305408271	2.86168	3.0045	0.003168	0.001584
Leeftijd	0.0318426073277617	0.388124	0.082	0.934734	0.467367
Sportgerelateerde_groep	-0.08663982982343	0.023467	-3.6919	0.000321	0.000161
Stress	0.447620146494133	0.160235	2.7935	0.005967	0.002983
Verwachtingen_ouders	0.0387187535662257	0.069104	0.5603	0.576199	0.2881
Slaapgebrek	0.349162354351205	0.130757	2.6703	0.008502	0.004251
Veranderingen_verleden	0.196790971528799	0.136999	1.4364	0.153174	0.076587
Alcoholgebruik	0.297703798450042	0.16957	1.7556	0.081402	0.040701
Rookgedrag	-0.140133754998486	0.261671	-0.5355	0.593155	0.296577

Multiple Linear Regression - Regression Statistics
Multiple R	0.504839149613103
R-squared	0.254862566982081
Adjusted R-squared	0.211030953275144
F-TEST (value)	5.81458325231016
F-TEST (DF numerator)	8
F-TEST (DF denominator)	136
p-value	2.20929847349893e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.81913157803836
Sum Squared Residuals	1080.86038818385

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	12	12.7085068466385	-0.708506846638536
2	11	11.1895092760968	-0.189509276096831
3	14	15.0088389205265	-1.00883892052653
4	12	11.3336340902916	0.66636590970841
5	21	14.5927557979730	6.40724420202697
6	12	12.0889790925686	-0.0889790925686139
7	22	16.8306356258460	5.16936437415404
8	11	12.5551478994151	-1.55514789941511
9	10	11.1258205035630	-1.12582050356305
10	13	11.9829155898389	1.01708441016110
11	10	13.6912316378682	-3.69123163786822
12	8	12.1152106351051	-4.11521063510513
13	15	11.7763321081737	3.22366789182629
14	10	10.958989963747	-0.95898996374701
15	14	13.8758899085666	0.124110091433375
16	14	10.2971609375319	3.70283906246812
17	11	11.2243422568575	-0.224342256857453
18	10	11.8949089013240	-1.89490890132403
19	13	15.5008229819844	-2.50082298198437
20	7	11.811836196059	-4.81183619605899
21	12	14.5722777350380	-2.57227773503803
22	14	14.1951859091990	-0.195185909198954
23	11	10.1300069719093	0.869993028090667
24	9	11.8487066863526	-2.84870668635263
25	11	10.9028243927934	0.0971756072065696
26	15	14.3925661902502	0.607433809749803
27	13	12.5372376830909	0.46276231690912
28	9	10.3203999723451	-1.32039997234507
29	15	12.9050125771303	2.09498742286972
30	10	11.1433541216999	-1.14335412169985
31	11	9.61541390267046	1.38458609732954
32	13	12.9638516775612	0.0361483224388247
33	8	10.9293778251959	-2.92937782519588
34	20	13.3137324773422	6.68626752265785
35	12	11.8847700987645	0.115229901235545
36	10	11.5666765120047	-1.56667651200474
37	10	11.4842241867665	-1.48422418676647
38	9	14.0830170042325	-5.08301700423249
39	14	13.2683255396025	0.731674460397511
40	8	15.2508060664924	-7.25080606649244
41	14	14.8803142858654	-0.880314285865371
42	11	10.9939257139137	0.0060742860862548
43	13	13.0424335126655	-0.0424335126655072
44	11	10.5403243580344	0.459675641965627
45	11	12.4264121052642	-1.42641210526423
46	10	11.4817469959667	-1.48174699596670
47	14	10.2060254599884	3.79397454001156
48	18	13.8234568840793	4.17654311592074
49	14	13.3171441517809	0.68285584821908
50	11	14.9339894199318	-3.93398941993175
51	12	12.0502839126430	-0.0502839126429844
52	13	12.3396602672548	0.660339732745223
53	9	13.5828832822197	-4.58288328221972
54	10	12.6598039520788	-2.65980395207876
55	15	12.7594759766291	2.24052402337086
56	20	13.9802088047325	6.01979119526755
57	12	12.1750013662297	-0.175001366229745
58	12	12.9527854746640	-0.952785474663979
59	14	12.7449908723657	1.25500912763433
60	13	14.4966154874479	-1.49661548744789
61	11	10.7488727024910	0.251127297509042
62	17	14.6086808192268	2.39131918077321
63	12	12.5653941228050	-0.565394122805016
64	13	14.095181731298	-1.09518173129801
65	14	13.8034741567030	0.196525843297026
66	13	11.3483399693084	1.65166003069163
67	15	15.872283810791	-0.872283810790993
68	13	11.1614891757878	1.83851082421219
69	10	12.2147822591059	-2.21478225910590
70	11	10.4739876615062	0.526012338493826
71	13	13.4246673852542	-0.424667385254207
72	17	13.1083644242296	3.89163557577041
73	13	14.3044777486017	-1.30447774860174
74	9	12.5540127441631	-3.55401274416306
75	11	11.0286691726578	-0.0286691726578122
76	10	14.1673078759561	-4.16730787595614
77	9	11.7221625450496	-2.72216254504961
78	12	11.9909826254313	0.0090173745686921
79	12	11.4383570098930	0.561642990106977
80	13	11.5617706880169	1.43822931198314
81	13	12.2441870177626	0.755812982237403
82	22	15.2341261634665	6.7658738365335
83	13	13.7564589424249	-0.756458942424917
84	15	14.4515729221725	0.548427077827461
85	13	11.8805329796766	1.11946702032338
86	15	12.2549764616157	2.74502353838428
87	10	13.3366595470543	-3.33665954705432
88	11	11.0866195895427	-0.0866195895426615
89	16	12.3417624273352	3.65823757266475
90	11	10.9729309681933	0.0270690318066661
91	11	10.8532606153728	0.146739384627189
92	10	11.7187604611138	-1.71876046111378
93	10	13.1497561172889	-3.14975611728886
94	16	14.2801608562786	1.71983914372139
95	12	12.4736147360917	-0.473614736091663
96	11	12.8658886504434	-1.86588865044344
97	16	13.6162823799457	2.38371762005429
98	19	14.0771807733842	4.92281922661582
99	11	13.1962560069692	-2.19625600696921
100	15	12.7336428018968	2.26635719810323
101	24	18.9116499432265	5.08835005677353
102	14	10.4785841984937	3.52141580150634
103	15	13.7943044526399	1.20569554736012
104	11	12.0725347169398	-1.07253471693977
105	15	16.2942577889932	-1.29425778899317
106	12	13.2146544509363	-1.21465445093631
107	10	9.6500868904244	0.349913109575604
108	14	13.5023660505369	0.497633949463136
109	9	12.3646848101308	-3.36468481013082
110	15	10.6494654194965	4.35053458050352
111	15	12.0340141840302	2.96598581596976
112	14	11.2387669559930	2.76123304400698
113	11	11.7340910299026	-0.734091029902645
114	8	13.5262133692316	-5.52621336923162
115	11	12.0488745326752	-1.04887453267518
116	8	9.52754882108194	-1.52754882108194
117	10	11.9813295528431	-1.98132955284310
118	11	13.3863608860011	-2.38636088600109
119	13	15.2821634934785	-2.28216349347848
120	11	13.6097524026495	-2.60975240264953
121	20	13.8144807938664	6.18551920613357
122	10	13.0354490618543	-3.03544906185427
123	12	12.1060526399449	-0.106052639944856
124	14	13.1448792563444	0.855120743655613
125	23	14.5587957637837	8.44120423621626
126	14	13.3823205423009	0.617679457699054
127	16	14.3829872693718	1.61701273062821
128	11	15.5469871772547	-4.54698717725465
129	12	13.3365112108077	-1.33651121080768
130	10	13.9195061329379	-3.91950613293792
131	14	13.9158062110682	0.0841937889317513
132	12	8.38373562514529	3.61626437485471
133	12	12.9724368034870	-0.972436803487024
134	11	10.4082253600819	0.591774639918141
135	12	13.2716892292206	-1.27168922922058
136	13	14.2867069657117	-1.28670696571170
137	17	14.1580413942186	2.8419586057814
138	9	12.2312638348988	-3.23126383489885
139	12	14.1643264871514	-2.16432648715136
140	19	13.9612577835930	5.03874221640697
141	15	14.4515729221725	0.548427077827461
142	14	13.9636266756395	0.0363733243604931
143	11	13.3863608860011	-2.38636088600109
144	9	11.1549499320304	-2.15494993203038
145	18	12.7837180609304	5.21628193906964

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0.248591706793686	0.497183413587371	0.751408293206314
13	0.225164556604698	0.450329113209396	0.774835443395302
14	0.894665813520887	0.210668372958225	0.105334186479113
15	0.845911977475147	0.308176045049706	0.154088022524853
16	0.854709634633374	0.290580730733253	0.145290365366626
17	0.787688317541926	0.424623364916147	0.212311682458074
18	0.747285707458233	0.505428585083535	0.252714292541767
19	0.832689515886941	0.334620968226118	0.167310484113059
20	0.872408373218771	0.255183253562457	0.127591626781229
21	0.851548623408246	0.296902753183508	0.148451376591754
22	0.798903457135082	0.402193085729835	0.201096542864918
23	0.74674689836581	0.506506203268379	0.253253101634190
24	0.70753014119673	0.584939717606538	0.292469858803269
25	0.638934578816015	0.72213084236797	0.361065421183985
26	0.576952347908537	0.846095304182927	0.423047652091463
27	0.520940643491807	0.958118713016386	0.479059356508193
28	0.453047132852251	0.906094265704502	0.546952867147749
29	0.393865231047127	0.787730462094253	0.606134768952873
30	0.34212813110164	0.68425626220328	0.65787186889836
31	0.305852906465172	0.611705812930343	0.694147093534828
32	0.265345996633788	0.530691993267577	0.734654003366211
33	0.275806171818127	0.551612343636253	0.724193828181873
34	0.385252344931408	0.770504689862816	0.614747655068592
35	0.326083627230288	0.652167254460577	0.673916372769712
36	0.277807635048179	0.555615270096358	0.722192364951821
37	0.284354810899964	0.568709621799928	0.715645189100036
38	0.471903887288425	0.94380777457685	0.528096112711575
39	0.418557384403291	0.837114768806582	0.581442615596709
40	0.694456088798035	0.611087822403929	0.305543911201965
41	0.6652704009528	0.6694591980944	0.3347295990472
42	0.614938173018294	0.770123653963411	0.385061826981706
43	0.5638562982715	0.872287403457	0.4361437017285
44	0.507463634211452	0.985072731577096	0.492536365788548
45	0.45616552203092	0.91233104406184	0.54383447796908
46	0.411033969387926	0.822067938775853	0.588966030612074
47	0.429729533981782	0.859459067963564	0.570270466018218
48	0.57465762844508	0.85068474310984	0.42534237155492
49	0.532806981491067	0.934386037017866	0.467193018508933
50	0.54961031516914	0.90077936966172	0.45038968483086
51	0.501032994998166	0.997934010003668	0.498967005001834
52	0.454651245065642	0.909302490131285	0.545348754934358
53	0.514224361916895	0.97155127616621	0.485775638083105
54	0.517456415166409	0.965087169667183	0.482543584833591
55	0.512611951934976	0.974776096130048	0.487388048065024
56	0.666857052760711	0.666285894478578	0.333142947239289
57	0.625559767263284	0.748880465473432	0.374440232736716
58	0.579622832608901	0.840754334782197	0.420377167391099
59	0.536818567704297	0.926362864591407	0.463181432295703
60	0.530253770163985	0.93949245967203	0.469746229836015
61	0.500069540627040	0.999860918745921	0.499930459372960
62	0.502667062844050	0.994665874311899	0.497332937155950
63	0.455610620826036	0.911221241652072	0.544389379173964
64	0.411959768810811	0.823919537621623	0.588040231189189
65	0.365352935693145	0.73070587138629	0.634647064306855
66	0.336515620774442	0.673031241548884	0.663484379225558
67	0.300106809844912	0.600213619689825	0.699893190155088
68	0.283773017230553	0.567546034461107	0.716226982769447
69	0.268018297866361	0.536036595732722	0.73198170213364
70	0.230551160433883	0.461102320867766	0.769448839566117
71	0.195450524668334	0.390901049336669	0.804549475331666
72	0.239081004665451	0.478162009330903	0.760918995334549
73	0.204721404970581	0.409442809941161	0.79527859502942
74	0.218622569012311	0.437245138024622	0.781377430987689
75	0.184006872891731	0.368013745783463	0.815993127108269
76	0.229331488921802	0.458662977843604	0.770668511078198
77	0.232217092391369	0.464434184782738	0.767782907608631
78	0.201684264136215	0.40336852827243	0.798315735863785
79	0.171651694609793	0.343303389219586	0.828348305390207
80	0.149382582041517	0.298765164083034	0.850617417958483
81	0.125213525385979	0.250427050771959	0.87478647461402
82	0.287807059983279	0.575614119966559	0.71219294001672
83	0.248574728611018	0.497149457222035	0.751425271388982
84	0.210929557668204	0.421859115336408	0.789070442331796
85	0.181025526560392	0.362051053120785	0.818974473439608
86	0.180014643768129	0.360029287536258	0.819985356231871
87	0.197262494106811	0.394524988213621	0.80273750589319
88	0.165259110356421	0.330518220712841	0.83474088964358
89	0.176740799442046	0.353481598884092	0.823259200557954
90	0.148977718762997	0.297955437525994	0.851022281237003
91	0.120975021828962	0.241950043657925	0.879024978171038
92	0.106164410754285	0.212328821508569	0.893835589245715
93	0.111453666117325	0.222907332234650	0.888546333882675
94	0.0953766067019019	0.190753213403804	0.904623393298098
95	0.0775188124319832	0.155037624863966	0.922481187568017
96	0.0667945429922187	0.133589085984437	0.933205457007781
97	0.065848584123247	0.131697168246494	0.934151415876753
98	0.0971579872131819	0.194315974426364	0.902842012786818
99	0.084045123282602	0.168090246565204	0.915954876717398
100	0.0736877582513943	0.147375516502789	0.926312241748606
101	0.127215348202596	0.254430696405193	0.872784651797404
102	0.126519061023498	0.253038122046996	0.873480938976502
103	0.104414959780594	0.208829919561188	0.895585040219406
104	0.0829148322982749	0.165829664596550	0.917085167701725
105	0.065667293560023	0.131334587120046	0.934332706439977
106	0.0525276442958891	0.105055288591778	0.94747235570411
107	0.0392363028153377	0.0784726056306754	0.960763697184662
108	0.0285635317954477	0.0571270635908953	0.971436468204552
109	0.0317090667017327	0.0634181334034654	0.968290933298267
110	0.055990685471702	0.111981370943404	0.944009314528298
111	0.0475511663085757	0.0951023326171514	0.952448833691424
112	0.0444243534785634	0.0888487069571268	0.955575646521437
113	0.032187878668529	0.064375757337058	0.967812121331471
114	0.047959573087478	0.095919146174956	0.952040426912522
115	0.0351454009292341	0.0702908018584682	0.964854599070766
116	0.0281699917615394	0.0563399835230788	0.97183000823846
117	0.0277073651553392	0.0554147303106784	0.97229263484466
118	0.0219721203259303	0.0439442406518606	0.97802787967407
119	0.0168776700666443	0.0337553401332886	0.983122329933356
120	0.0194836301638318	0.0389672603276636	0.980516369836168
121	0.0474938423847729	0.0949876847695458	0.952506157615227
122	0.0599999929815366	0.119999985963073	0.940000007018463
123	0.0406902657260658	0.0813805314521315	0.959309734273934
124	0.036684833753848	0.073369667507696	0.963315166246152
125	0.432173932588721	0.864347865177442	0.567826067411279
126	0.858815959876543	0.282368080246913	0.141184040123457
127	0.884659888899689	0.230680222200622	0.115340111100311
128	0.832272355877786	0.335455288244427	0.167727644122214
129	0.78641134484149	0.427177310317019	0.213588655158509
130	0.69528464521031	0.609430709579381	0.304715354789690
131	0.743995106597645	0.51200978680471	0.256004893402355
132	0.67025088083651	0.65949823832698	0.32974911916349
133	0.835702165795158	0.328595668409683	0.164297834204842

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	3	0.0245901639344262	OK
10% type I error level	16	0.131147540983607	NOK