Multiple Linear Regression - Estimated Regression Equation

Cannotdo[t] = + 1.31587394220932 -0.0645747954209116Gender[t] + 0.365174200689959Depressed[t] + 0.173533918158284Worrytoomuch[t] + 0.270908114989842Limitactivity[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)	1.31587394220932	0.429921	3.0607	0.002625	0.001313
Gender	-0.0645747954209116	0.258578	-0.2497	0.803144	0.401572
Depressed	0.365174200689959	0.226293	1.6137	0.108731	0.054366
Worrytoomuch	0.173533918158284	0.075471	2.2993	0.022894	0.011447
Limitactivity	0.270908114989842	0.098387	2.7535	0.006641	0.00332

Multiple Linear Regression - Regression Statistics
Multiple R	0.375533136675947
R-squared	0.141025136741675
Adjusted R-squared	0.117651671074782
F-TEST (value)	6.03355697231615
F-TEST (DF numerator)	4
F-TEST (DF denominator)	147
p-value	0.000159641632979213
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	1.5383513758478
Sum Squared Residuals	347.879168469205

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	4	2.91700004551209	1.08299995448791
2	2	2.56993220919553	-0.569932209195526
3	5	3.63235019365006	1.36764980634994
4	4	3.29686728323931	0.703132716760691
5	1	2.7615724917272	-1.7615724917272
6	2	2.64609193052225	-0.646091930522252
7	5	4.90140671387822	0.0985932861217778
8	1	3.36144207866022	-2.36144207866022
9	3	2.64609193052225	0.353908069477748
10	5	3.99752439434002	1.00247560565998
11	2	3.91484323454572	-1.91484323454572
12	2	3.11174843917521	-1.11174843917521
13	2	4.00910932024583	-2.00910932024583
14	2	3.63235019365006	-1.63235019365006
15	1	2.81962584868054	-1.81962584868054
16	4	3.91484323454572	0.0851567654542813
17	3	2.40798321694306	0.592016783056944
18	6	3.80588411180835	2.19411588819165
19	1	3.0471736437543	-2.0471736437543
20	3	3.90015019750846	-0.900150197508463
21	2	2.33182349561633	-0.33182349561633
22	5	4.53934062431971	0.460659375680295
23	5	3.72972439048162	1.27027560951838
24	3	3.82399047618174	-0.823990476181737
25	3	4.4566594645254	-1.4566594645254
26	5	3.1666936849971	1.8333063150029
27	5	3.02595916824947	1.97404083175053
28	4	4.1710583124983	-0.171058312498305
29	2	3.56777539822915	-1.56777539822915
30	1	2.1254901760474	-1.1254901760474
31	4	3.56466728709771	0.435332712902291
32	6	2.64609193052225	3.35390806947775
33	2	2.56993220919553	-0.569932209195526
34	3	2.50535741377461	0.494642586225386
35	2	3.19949308640775	-1.19949308640775
36	4	4.64829974705708	-0.648299747057078
37	2	3.19949308640775	-1.19949308640775
38	1	2.1254901760474	-1.1254901760474
39	5	3.74130931638743	1.25869068361257
40	5	3.47040120139759	1.52959879860241
41	1	2.66730640602708	-1.66730640602708
42	1	2.06091538062649	-1.06091538062649
43	2	3.91484323454572	-1.91484323454572
44	4	2.84084032418537	1.15915967581463
45	5	3.28528235733349	1.71471764266651
46	3	3.36144207866022	-0.36144207866022
47	3	2.74346612735381	0.25653387264619
48	1	2.58151713510134	-1.58151713510134
49	2	3.38265655416505	-1.38265655416505
50	3	3.22070756191258	-0.220707561912583
51	2	3.46729309026615	-1.46729309026615
52	5	3.8027760006769	1.1972239993231
53	4	3.56777539822915	0.432224601770849
54	4	2.66730640602708	1.33269359397292
55	2	2.56993220919553	-0.569932209195526
56	3	3.72661627935018	-0.726616279350179
57	6	2.77626552876446	3.22373447123554
58	2	2.91700004551209	-0.917000045512094
59	3	3.73820120525599	-0.738201205255993
60	2	3.0471736437543	-1.0471736437543
61	5	3.63235019365006	1.36764980634994
62	5	3.26406788182866	1.73593211817134
63	5	2.74346612735381	2.25653387264619
64	6	4.18575134953556	1.81424865046444
65	4	3.82399047618174	0.176009523818263
66	2	3.49161567690243	-1.49161567690243
67	5	3.9032583086399	1.0967416913601
68	2	3.04406553262286	-1.04406553262286
69	1	2.77626552876446	-1.77626552876446
70	6	3.80588411180835	2.19411588819165
71	6	3.26406788182866	2.73593211817134
72	3	3.02595916824947	-0.0259591682494662
73	4	2.50535741377461	1.49464258622539
74	5	4.28653887370325	0.713461126296746
75	2	3.28217424620205	-1.28217424620205
76	4	3.90015019750846	0.0998498024915373
77	3	3.02595916824947	-0.0259591682494662
78	2	2.50535741377461	-0.505357413774614
79	2	3.02595916824947	-1.02595916824947
80	3	2.50535741377461	0.494642586225386
81	3	2.39639829103724	0.603601708962758
82	7	2.23444929878477	4.76555070121523
83	2	3.18790816050194	-1.18790816050194
84	2	3.36144207866022	-1.36144207866022
85	2	3.29686728323931	-1.29686728323931
86	5	3.01437424234365	1.98562575765635
87	1	2.29902409420568	-1.29902409420568
88	5	4.70976643134655	0.290233568653452
89	2	2.1254901760474	-0.1254901760474
90	1	2.81962584868054	-1.81962584868054
91	2	2.81962584868054	-0.819625848680536
92	2	2.84084032418537	-0.840840324185368
93	0	3.26406788182866	-3.26406788182866
94	5	2.84084032418537	2.15915967581463
95	3	3.9032583086399	-0.903258308639905
96	2	3.01437424234365	-1.01437424234365
97	4	2.6788913319329	1.3211086680671
98	2	3.02595916824947	-1.02595916824947
99	2	3.36144207866022	-1.36144207866022
100	4	3.93294959891911	0.0670504010808907
101	1	3.80588411180835	-2.80588411180835
102	5	3.29686728323931	1.70313271676069
103	4	3.09053396367038	0.909466036329622
104	6	3.83557540208755	2.16442459791245
105	2	2.84084032418537	-0.840840324185368
106	5	3.93294959891911	1.06705040108089
107	1	3.39113336893942	-2.39113336893942
108	7	3.93947103738669	3.06052896261331
109	5	3.45570816436034	1.54429183563966
110	3	3.62924208251862	-0.62924208251862
111	4	3.80588411180835	0.194115888191654
112	4	3.49161567690243	0.508384323097575
113	2	2.20164989737413	-0.201649897374125
114	1	2.40798321694306	-1.40798321694306
115	6	4.17416642362975	1.82583357637025
116	4	2.81962584868054	1.18037415131946
117	2	2.56993220919553	-0.569932209195526
118	7	2.83773221305393	4.16226778694607
119	4	3.28528235733349	0.714717642666506
120	4	3.26406788182866	0.735932118171338
121	4	3.63235019365006	0.367649806349938
122	2	2.29902409420568	-0.299024094205684
123	5	3.45881627549178	1.54118372450822
124	3	2.77626552876446	0.223734471235544
125	2	2.29902409420568	-0.299024094205684
126	3	3.09053396367038	-0.0905339636703779
127	4	3.9032583086399	0.0967416913600956
128	5	3.48850756577098	1.51149243422902
129	6	3.39113336893942	2.60886663106058
130	2	2.39639829103724	-0.396398291037242
131	2	3.56777539822915	-1.56777539822915
132	2	3.56777539822915	-1.56777539822915
133	2	3.63235019365006	-1.63235019365006
134	2	4.83683191845731	-2.83683191845731
135	5	3.56777539822915	1.43222460177085
136	2	3.99752439434002	-1.99752439434002
137	3	3.26406788182866	-0.264067881828662
138	6	3.56777539822915	2.43222460177085
139	4	3.09053396367038	0.909466036329622
140	5	3.37302700456603	1.62697299543397
141	1	2.1254901760474	-1.1254901760474
142	2	2.94979944692274	-0.94979944692274
143	2	3.09053396367038	-1.09053396367038
144	2	2.81962584868054	-0.819625848680536
145	6	3.47040120139759	2.52959879860241
146	2	3.12333336508102	-1.12333336508102
147	2	2.56993220919553	-0.569932209195526
148	1	4.09489859117158	-3.09489859117158
149	5	3.02595916824947	1.97404083175053
150	3	3.9032583086399	-0.903258308639905
151	6	4.36269859502998	1.63730140497002
152	1	2.81962584868054	-1.81962584868054

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.7306930861405	0.538613827719	0.2693069138595
9	0.613990811887216	0.772018376225567	0.386009188112784
10	0.511037644824082	0.977924710351835	0.488962355175918
11	0.632678666206883	0.734642667586235	0.367321333793117
12	0.534625308246677	0.930749383506646	0.465374691753323
13	0.498894858809034	0.997789717618068	0.501105141190966
14	0.496060546362832	0.992121092725664	0.503939453637168
15	0.484183018845336	0.968366037690672	0.515816981154664
16	0.421898248346063	0.843796496692126	0.578101751653937
17	0.40146548053376	0.80293096106752	0.59853451946624
18	0.530842661774513	0.938314676450974	0.469157338225487
19	0.499182409957246	0.998364819914493	0.500817590042754
20	0.440122637752281	0.880245275504562	0.559877362247719
21	0.384675336945415	0.769350673890831	0.615324663054585
22	0.323944637856904	0.647889275713808	0.676055362143096
23	0.300730986294966	0.601461972589933	0.699269013705034
24	0.250808266355262	0.501616532710524	0.749191733644738
25	0.23262341030639	0.46524682061278	0.76737658969361
26	0.25355057287005	0.5071011457401	0.74644942712995
27	0.35004941956638	0.700098839132759	0.64995058043362
28	0.290371423261824	0.580742846523647	0.709628576738176
29	0.265384104126337	0.530768208252674	0.734615895873663
30	0.22845318096548	0.45690636193096	0.77154681903452
31	0.194776124641692	0.389552249283384	0.805223875358308
32	0.373050280954691	0.746100561909383	0.626949719045309
33	0.320343582390034	0.640687164780068	0.679656417609966
34	0.297361303781188	0.594722607562377	0.702638696218812
35	0.278007173827363	0.556014347654725	0.721992826172637
36	0.235582919953995	0.471165839907989	0.764417080046005
37	0.215291412875678	0.430582825751355	0.784708587124322
38	0.191338659240181	0.382677318480362	0.80866134075982
39	0.195155902967077	0.390311805934155	0.804844097032923
40	0.202473327592522	0.404946655185044	0.797526672407478
41	0.189777113348524	0.379554226697049	0.810222886651475
42	0.160212884707382	0.320425769414764	0.839787115292618
43	0.180065780466973	0.360131560933945	0.819934219533027
44	0.179280263831553	0.358560527663107	0.820719736168447
45	0.200490996458396	0.400981992916792	0.799509003541604
46	0.169126683724473	0.338253367448946	0.830873316275527
47	0.138256094229212	0.276512188458425	0.861743905770788
48	0.132533520054987	0.265067040109974	0.867466479945013
49	0.120823986454449	0.241647972908899	0.87917601354555
50	0.100422570780921	0.200845141561842	0.899577429219079
51	0.0950250228441136	0.190050045688227	0.904974977155886
52	0.0841990434811981	0.168398086962396	0.915800956518802
53	0.071153042278619	0.142306084557238	0.928846957721381
54	0.0726583689418691	0.145316737883738	0.927341631058131
55	0.0583975123314688	0.116795024662938	0.941602487668531
56	0.0475661584850437	0.0951323169700873	0.952433841514956
57	0.144862175160361	0.289724350320722	0.855137824839639
58	0.128764878416382	0.257529756832764	0.871235121583618
59	0.108003689396686	0.216007378793373	0.891996310603314
60	0.0932469549097622	0.186493909819524	0.906753045090238
61	0.0873600595681577	0.174720119136315	0.912639940431842
62	0.088711594032529	0.177423188065058	0.911288405967471
63	0.112534902784666	0.225069805569331	0.887465097215334
64	0.122765324511484	0.245530649022968	0.877234675488516
65	0.100551449174387	0.201102898348774	0.899448550825613
66	0.0964711677350253	0.192942335470051	0.903528832264975
67	0.0842236865322021	0.168447373064404	0.915776313467798
68	0.0733676013883317	0.146735202776663	0.926632398611668
69	0.0771348695470643	0.154269739094129	0.922865130452936
70	0.0926627331444097	0.185325466288819	0.90733726685559
71	0.139527709792436	0.279055419584872	0.860472290207564
72	0.114999114340665	0.22999822868133	0.885000885659335
73	0.124206344173549	0.248412688347098	0.875793655826451
74	0.11447809163372	0.22895618326744	0.88552190836628
75	0.107507993450925	0.21501598690185	0.892492006549075
76	0.0876121963722238	0.175224392744448	0.912387803627776
77	0.0703285869199061	0.140657173839812	0.929671413080094
78	0.0596146788459731	0.119229357691946	0.940385321154027
79	0.0528409331399687	0.105681866279937	0.947159066860031
80	0.0447620432883828	0.0895240865767655	0.955237956711617
81	0.0356125631482478	0.0712251262964956	0.964387436851752
82	0.21862918314987	0.437258366299739	0.78137081685013
83	0.208014687457807	0.416029374915615	0.791985312542193
84	0.203511130499038	0.407022260998076	0.796488869500962
85	0.196026487154942	0.392052974309885	0.803973512845058
86	0.216516052031089	0.433032104062178	0.783483947968911
87	0.209214255452644	0.418428510905288	0.790785744547356
88	0.179067422312009	0.358134844624017	0.820932577687991
89	0.149824098006263	0.299648196012525	0.850175901993737
90	0.161978318431215	0.32395663686243	0.838021681568785
91	0.142023275018047	0.284046550036095	0.857976724981953
92	0.124445955888567	0.248891911777134	0.875554044111433
93	0.224407525679599	0.448815051359199	0.7755924743204
94	0.258330287765318	0.516660575530636	0.741669712234682
95	0.231633229454359	0.463266458908718	0.768366770545641
96	0.209805402052721	0.419610804105442	0.79019459794728
97	0.195950855288672	0.391901710577344	0.804049144711328
98	0.181367322205196	0.362734644410392	0.818632677794804
99	0.172657235224158	0.345314470448315	0.827342764775842
100	0.144315747606418	0.288631495212837	0.855684252393582
101	0.216743164594465	0.433486329188931	0.783256835405535
102	0.215210963172654	0.430421926345308	0.784789036827346
103	0.189964045253383	0.379928090506767	0.810035954746617
104	0.211368080311182	0.422736160622364	0.788631919688818
105	0.185746538092621	0.371493076185241	0.814253461907379
106	0.164440483482394	0.328880966964789	0.835559516517606
107	0.220848198888246	0.441696397776491	0.779151801111754
108	0.378851588461791	0.757703176923581	0.62114841153821
109	0.37857934090343	0.75715868180686	0.62142065909657
110	0.338133005927575	0.67626601185515	0.661866994072425
111	0.290386663814521	0.580773327629043	0.709613336185479
112	0.251265562392714	0.502531124785428	0.748734437607286
113	0.21120168286112	0.422403365722239	0.78879831713888
114	0.222965022977074	0.445930045954148	0.777034977022926
115	0.283759527018609	0.567519054037217	0.716240472981391
116	0.250694968002392	0.501389936004785	0.749305031997608
117	0.210454842487563	0.420909684975126	0.789545157512437
118	0.578651064956978	0.842697870086044	0.421348935043022
119	0.568578832239112	0.862842335521776	0.431421167760888
120	0.518154768273986	0.963690463452028	0.481845231726014
121	0.474505934970339	0.949011869940679	0.52549406502966
122	0.414503492516727	0.829006985033454	0.585496507483273
123	0.493719535753498	0.987439071506996	0.506280464246502
124	0.430660739125689	0.861321478251379	0.569339260874311
125	0.370306785924391	0.740613571848783	0.629693214075609
126	0.310308862070252	0.620617724140505	0.689691137929748
127	0.292220823262574	0.584441646525147	0.707779176737426
128	0.28119242003726	0.56238484007452	0.71880757996274
129	0.350039378548435	0.70007875709687	0.649960621451565
130	0.314629576612384	0.629259153224768	0.685370423387616
131	0.336308533994156	0.672617067988312	0.663691466005844
132	0.395119034596215	0.79023806919243	0.604880965403785
133	0.368613402780725	0.73722680556145	0.631386597219275
134	0.621287724401456	0.757424551197089	0.378712275598544
135	0.558862796236478	0.882274407527045	0.441137203763522
136	0.570711672282726	0.858576655434548	0.429288327717274
137	0.477746818252417	0.955493636504834	0.522253181747583
138	0.54439313328315	0.911213733433699	0.455606866716849
139	0.547827828783647	0.904344342432706	0.452172171216353
140	0.445020894334302	0.890041788668604	0.554979105665698
141	0.380110235928674	0.760220471857348	0.619889764071326
142	0.297400402726462	0.594800805452925	0.702599597273538
143	0.193747838811773	0.387495677623547	0.806252161188227
144	0.110674239487989	0.221348478975977	0.889325760512011

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	0	0	OK
10% type I error level	3	0.0218978102189781	OK