Multiple Linear Regression - Estimated Regression Equation

Depression[t] = + 7.49200704176759 + 0.0408955674052273CriticParents[t] -0.0669085142751476ExpecParents[t] + 0.586756102445572FutureWorrying[t] + 0.202166740732203SleepDepri[t] + 0.35634657786847ChangesLastYear[t] -0.121340486208485FreqSmoking[t] + 0.264713129723179FreqHighAlc[t] + 0.292590037590936FreqBeerOrWine[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)	7.49200704176759	1.445238	5.1839	1e-06	0
CriticParents	0.0408955674052273	0.115754	0.3533	0.724412	0.362206
ExpecParents	-0.0669085142751476	0.086583	-0.7728	0.441	0.2205
FutureWorrying	0.586756102445572	0.168257	3.4873	0.000658	0.000329
SleepDepri	0.202166740732203	0.141208	1.4317	0.154525	0.077263
ChangesLastYear	0.35634657786847	0.134922	2.6411	0.00923	0.004615
FreqSmoking	-0.121340486208485	0.273487	-0.4437	0.65798	0.32899
FreqHighAlc	0.264713129723179	0.314605	0.8414	0.401593	0.200796
FreqBeerOrWine	0.292590037590936	0.278532	1.0505	0.295364	0.147682

Multiple Linear Regression - Regression Statistics
Multiple R	0.453459545887258
R-squared	0.205625559756278
Adjusted R-squared	0.158897651506647
F-TEST (value)	4.40048714908833
F-TEST (DF numerator)	8
F-TEST (DF denominator)	136
p-value	9.38949108088005e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.89966249185119
Sum Squared Residuals	1143.49378906421

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	12	12.0805628449277	-0.0805628449276666
2	11	11.9235069029631	-0.923506902963089
3	14	15.4094415553154	-1.40944155531539
4	12	11.8717505874073	0.128249412592660
5	21	16.1618309539449	4.8381690460551
6	12	13.4046617162138	-1.40466171621376
7	22	15.2081173527299	6.7918826472701
8	11	13.294824974175	-2.29482497417500
9	10	12.3079978875984	-2.30799788759839
10	13	12.9732583214999	0.0267416785001346
11	10	13.7575717009992	-3.75757170099921
12	8	12.2979245276434	-4.29792452764335
13	15	14.4334547170335	0.566545282966519
14	10	12.2059971291089	-2.20599712910895
15	14	12.8443840645661	1.15561593543394
16	14	10.3953785832469	3.6046214167531
17	11	12.9877181789441	-1.98771817894410
18	10	12.9894302733557	-2.98943027335566
19	13	14.5340560419106	-1.53405604191056
20	7	10.8530854073948	-3.85308540739482
21	12	13.9630218499075	-1.96302184990746
22	14	12.9522890770089	1.04771092299107
23	11	12.3766356140442	-1.37663561404422
24	9	11.4521237868814	-2.45212378688137
25	11	12.1626005016107	-1.16260050161066
26	15	13.5686730374838	1.43132696251624
27	13	13.1981328501974	-0.198132850197392
28	9	9.75538643577493	-0.755386435774928
29	15	10.1914291408358	4.80857085916418
30	10	12.7560557753254	-2.75605577532537
31	11	10.9237436646135	0.0762563353865289
32	13	11.5712805745575	1.42871942544252
33	8	10.6086037247257	-2.60860372472569
34	20	13.8397031042181	6.16029689578191
35	12	13.1994426294348	-1.19944262943476
36	10	10.4759398798182	-0.475939879818229
37	10	12.3306278138505	-2.33062781385050
38	9	12.7449262774030	-3.74492627740305
39	14	14.8647940804501	-0.86479408045014
40	8	11.0725370447259	-3.07253704472590
41	14	12.0841375820163	1.91586241798366
42	11	12.567986413666	-1.56798641366600
43	13	11.3638646923948	1.63613530760518
44	11	12.1122347878330	-1.11223478783297
45	11	11.9822838799943	-0.98228387999426
46	10	12.1329437878707	-2.13294378787075
47	14	10.5942401650745	3.40575983492549
48	18	13.7919802888337	4.20801971116633
49	14	12.5897259261661	1.41027407383393
50	11	13.1558663500304	-2.15586635003041
51	12	11.2391194193309	0.760880580669071
52	13	13.1832502296621	-0.183250229662084
53	9	13.9792753460670	-4.97927534606705
54	10	12.3104228182865	-2.31042281828649
55	15	13.6370164586804	1.36298354131957
56	20	14.1001976074003	5.89980239259967
57	12	11.7034382372401	0.296561762759900
58	12	12.1199054413807	-0.119905441380711
59	14	11.2514782680112	2.74852173198882
60	13	14.9218163051899	-1.92181630518988
61	11	14.2759504044091	-3.27595040440913
62	17	13.3148035357248	3.68519646427524
63	12	12.1222701077126	-0.122270107712629
64	13	12.8439185606381	0.156081439361885
65	14	13.8406243973194	0.159375602680603
66	13	10.6938870864331	2.30611291356686
67	15	13.9834842709352	1.0165157290648
68	13	11.8926064789396	1.10739352106036
69	10	13.6050017195018	-3.60500171950182
70	11	11.2954337208940	-0.295433720893954
71	13	12.8333059768669	0.166694023133087
72	17	14.1334685636616	2.86653143633839
73	13	12.9456518202285	0.0543481797715108
74	9	11.8461956050346	-2.84619560503464
75	11	12.3572945704317	-1.35729457043169
76	10	10.0936373227236	-0.0936373227235615
77	9	10.1996736606694	-1.19967366066936
78	12	11.4549756820502	0.545024317949755
79	12	12.4198409594227	-0.419840959422669
80	13	12.2797551037535	0.720244896246507
81	13	12.3625035198552	0.637496480144759
82	22	14.6489865961670	7.35101340383298
83	13	11.9956888503439	1.00431114965606
84	15	13.6658398757758	1.33416012422415
85	13	14.1858042120834	-1.18580421208342
86	15	11.6401309115437	3.35986908845631
87	10	11.6114389131177	-1.61143891311767
88	11	10.7890994809401	0.210900519059895
89	16	14.1353082071647	1.86469179283533
90	11	11.8993022808498	-0.899302280849812
91	11	12.2999647274325	-1.29996472743248
92	10	12.5555985598113	-2.55559855981128
93	10	14.5203082518953	-4.52030825189527
94	16	14.0418752920142	1.9581247079858
95	12	13.3111487926171	-1.31114879261707
96	11	13.6768538243424	-2.67685382434239
97	16	14.3149648204109	1.68503517958910
98	19	14.861638711274	4.13836128872598
99	11	14.8795757571412	-3.87957575714115
100	15	12.521063908045	2.47893609195499
101	24	16.3214780755001	7.67852192449986
102	14	11.5119024489110	2.48809755108905
103	15	13.4467301542144	1.5532698457856
104	11	14.7404744662841	-3.74047446628405
105	15	13.2298164507161	1.77018354928388
106	12	12.7913012044466	-0.791301204446649
107	10	10.6950402700760	-0.695040270075978
108	14	13.6430495931279	0.356950406872131
109	9	12.7424535712216	-3.74245357122163
110	15	10.4692068230364	4.53079317696355
111	15	9.68420656641496	5.31579343358504
112	14	12.8453686162963	1.15463138370367
113	11	14.0815179803778	-3.0815179803778
114	8	14.2146627734475	-6.21466277344749
115	11	14.1080885041867	-3.10808850418670
116	8	11.6187647066161	-3.61876470661612
117	10	11.2876993236633	-1.28769932366329
118	11	13.4296441481942	-2.42964414819416
119	13	13.9924275035589	-0.992427503558935
120	11	13.6864081234133	-2.6864081234133
121	20	12.6859973663376	7.31400263366237
122	10	12.0897220832703	-2.08972208327026
123	12	10.7450502790942	1.25494972090576
124	14	12.4057624221899	1.59423757781014
125	23	13.7439933852377	9.25600661476226
126	14	12.6418698839366	1.35813011606345
127	16	15.0988549553836	0.901145044616358
128	11	13.2935633971562	-2.29356339715624
129	12	13.9791757181162	-1.97917571811624
130	10	13.5188769807189	-3.51887698071890
131	14	13.7236415136882	0.276358486311758
132	12	9.64600343102413	2.35399656897587
133	12	13.4775159069585	-1.47751590695849
134	11	10.0239195735866	0.97608042641338
135	12	12.2535525196977	-0.253552519697721
136	13	15.6147192027332	-2.61471920273317
137	17	16.2518729175104	0.748127082489616
138	11	12.1626005016107	-1.16260050161066
139	12	13.5154478216585	-1.51544782165847
140	19	14.9582927796672	4.04170722033279
141	15	13.6658398757758	1.33416012422415
142	14	13.3077033417826	0.692296658217409
143	11	13.4296441481942	-2.42964414819416
144	9	10.4591886130326	-1.45918861303263
145	18	11.6539904487848	6.34600955121516

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0.192625916249130	0.385251832498259	0.80737408375087
13	0.299178553490283	0.598357106980566	0.700821446509717
14	0.455826015851385	0.91165203170277	0.544173984148615
15	0.400852228842388	0.801704457684777	0.599147771157612
16	0.553425921034396	0.893148157931209	0.446574078965604
17	0.469288556542059	0.938577113084117	0.530711443457941
18	0.383439008529484	0.766878017058968	0.616560991470516
19	0.4899877617262	0.9799755234524	0.5100122382738
20	0.419335969986465	0.83867193997293	0.580664030013535
21	0.352317848399479	0.704635696798958	0.647682151600521
22	0.398227228468739	0.796454456937478	0.601772771531261
23	0.444379302368579	0.888758604737159	0.555620697631421
24	0.372311506143255	0.74462301228651	0.627688493856745
25	0.315646327630738	0.631292655261475	0.684353672369262
26	0.274395939183484	0.548791878366967	0.725604060816516
27	0.224567112903166	0.449134225806332	0.775432887096834
28	0.189364914144113	0.378729828288226	0.810635085855887
29	0.247970962540508	0.495941925081016	0.752029037459492
30	0.207940257680449	0.415880515360899	0.79205974231955
31	0.170976250671609	0.341952501343218	0.829023749328391
32	0.134191744151734	0.268383488303468	0.865808255848266
33	0.129331584603051	0.258663169206103	0.870668415396949
34	0.146633033695004	0.293266067390009	0.853366966304996
35	0.149075587878985	0.298151175757969	0.850924412121015
36	0.154133783813512	0.308267567627025	0.845866216186488
37	0.194418374656501	0.388836749313002	0.805581625343499
38	0.246768149425659	0.493536298851319	0.753231850574341
39	0.270391572681662	0.540783145363325	0.729608427318338
40	0.263992609285095	0.527985218570191	0.736007390714905
41	0.275657559902065	0.551315119804131	0.724342440097935
42	0.244713460056936	0.489426920113873	0.755286539943063
43	0.243974473846869	0.487948947693739	0.75602552615313
44	0.208068438071616	0.416136876143232	0.791931561928384
45	0.173129524740868	0.346259049481737	0.826870475259132
46	0.151648813618584	0.303297627237167	0.848351186381416
47	0.158384637576189	0.316769275152377	0.841615362423811
48	0.259057983066465	0.51811596613293	0.740942016933535
49	0.242975783342214	0.485951566684428	0.757024216657786
50	0.214840901206893	0.429681802413787	0.785159098793107
51	0.181694415122013	0.363388830244026	0.818305584877987
52	0.148298621153626	0.296597242307251	0.851701378846374
53	0.212102965186804	0.424205930373608	0.787897034813196
54	0.204643313695715	0.40928662739143	0.795356686304285
55	0.187205652683021	0.374411305366043	0.812794347316979
56	0.279810922584899	0.559621845169799	0.7201890774151
57	0.241402248401640	0.482804496803280	0.75859775159836
58	0.209239621770775	0.418479243541549	0.790760378229225
59	0.195127117735141	0.390254235470281	0.80487288226486
60	0.208596030124509	0.417192060249017	0.791403969875491
61	0.259587648450418	0.519175296900837	0.740412351549582
62	0.297408185294235	0.59481637058847	0.702591814705765
63	0.255341430577098	0.510682861154195	0.744658569422902
64	0.216811313463058	0.433622626926116	0.783188686536942
65	0.18277089627203	0.36554179254406	0.81722910372797
66	0.170406673849962	0.340813347699924	0.829593326150038
67	0.146233525047382	0.292467050094764	0.853766474952618
68	0.122440494408183	0.244880988816366	0.877559505591817
69	0.131407143055225	0.262814286110451	0.868592856944775
70	0.106506882616367	0.213013765232734	0.893493117383633
71	0.0852151160175108	0.170430232035022	0.914784883982489
72	0.091578288854766	0.183156577709532	0.908421711145234
73	0.0726656465614145	0.145331293122829	0.927334353438586
74	0.0729803783849186	0.145960756769837	0.927019621615081
75	0.0602030234768755	0.120406046953751	0.939796976523125
76	0.0482657480817911	0.0965314961635822	0.95173425191821
77	0.0419288928221853	0.0838577856443705	0.958071107177815
78	0.0323428614940421	0.0646857229880843	0.967657138505958
79	0.0245612606367160	0.0491225212734321	0.975438739363284
80	0.0187288099665433	0.0374576199330867	0.981271190033457
81	0.0145848119417764	0.0291696238835528	0.985415188058224
82	0.0772304576769332	0.154460915353866	0.922769542323067
83	0.0617937855269883	0.123587571053977	0.938206214473012
84	0.0495823656109909	0.0991647312219817	0.95041763438901
85	0.0395100603219933	0.0790201206439866	0.960489939678007
86	0.04045340023924	0.08090680047848	0.95954659976076
87	0.0338060264302043	0.0676120528604086	0.966193973569796
88	0.0252906708935400	0.0505813417870801	0.97470932910646
89	0.0218443626254198	0.0436887252508397	0.97815563737458
90	0.0171102176003264	0.0342204352006528	0.982889782399674
91	0.0140076239375292	0.0280152478750584	0.98599237606247
92	0.0135403407510975	0.0270806815021949	0.986459659248903
93	0.0194307227263764	0.0388614454527527	0.980569277273624
94	0.0156493628519552	0.0312987257039105	0.984350637148045
95	0.0122548017796604	0.0245096035593208	0.98774519822034
96	0.0127884572841935	0.0255769145683871	0.987211542715806
97	0.0113122322928564	0.0226244645857128	0.988687767707144
98	0.0178957000494474	0.0357914000988949	0.982104299950552
99	0.020217840215409	0.040435680430818	0.97978215978459
100	0.0166235193367434	0.0332470386734867	0.983376480663257
101	0.0826466351110462	0.165293270222092	0.917353364888954
102	0.0756485408084938	0.151297081616988	0.924351459191506
103	0.062039208968117	0.124078417936234	0.937960791031883
104	0.0622281130500313	0.124456226100063	0.937771886949969
105	0.0508474192411014	0.101694838482203	0.949152580758899
106	0.039148867812884	0.078297735625768	0.960851132187116
107	0.0333396281963746	0.0666792563927491	0.966660371803626
108	0.0240155174551972	0.0480310349103945	0.975984482544803
109	0.0223247641607205	0.0446495283214409	0.97767523583928
110	0.0323414694254969	0.0646829388509938	0.967658530574503
111	0.0432307964816776	0.0864615929633552	0.956769203518322
112	0.0323370129829684	0.0646740259659367	0.967662987017032
113	0.0316426459996855	0.063285291999371	0.968357354000315
114	0.0582824833704015	0.116564966740803	0.941717516629599
115	0.0600374629431044	0.120074925886209	0.939962537056896
116	0.0950809153277885	0.190161830655577	0.904919084672211
117	0.0732660571948747	0.146532114389749	0.926733942805125
118	0.0608945966588741	0.121789193317748	0.939105403341126
119	0.0442052588804292	0.0884105177608583	0.95579474111957
120	0.0532328954116544	0.106465790823309	0.946767104588346
121	0.217780961705628	0.435561923411257	0.782219038294372
122	0.244419201412835	0.488838402825671	0.755580798587165
123	0.189846551377590	0.379693102755179	0.81015344862241
124	0.166034303938112	0.332068607876225	0.833965696061888
125	0.581131900378031	0.837736199243938	0.418868099621969
126	0.865921123766255	0.26815775246749	0.134078876233745
127	0.8580350864207	0.283929827158601	0.141964913579301
128	0.795145551723492	0.409708896553017	0.204854448276508
129	0.732768894656602	0.534462210686795	0.267231105343398
130	0.71097626261815	0.578047474763699	0.289023737381849
131	0.706498922170355	0.587002155659291	0.293501077829645
132	0.613284437896728	0.773431124206545	0.386715562103272
133	0.779367601863615	0.441264796272769	0.220632398136385

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	17	0.139344262295082	NOK
10% type I error level	32	0.262295081967213	NOK