Multiple Linear Regression - Estimated Regression Equation

Selfconfidence[t] = + 13.7934790500029 + 0.0180156866769969ConcernMistakes[t] -0.291927723214096DoubtsActions[t] + 0.0657465203235145ParentalCriticism[t] + 0.0287198566927615PersonalStandards[t] + 0.143702684659464Organization[t] -0.00594246494433589t + 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)	13.7934790500029	1.534575	8.9885	0	0
ConcernMistakes	0.0180156866769969	0.036983	0.4871	0.626911	0.313455
DoubtsActions	-0.291927723214096	0.068806	-4.2428	3.9e-05	2e-05
ParentalCriticism	0.0657465203235145	0.06865	0.9577	0.33983	0.169915
PersonalStandards	0.0287198566927615	0.049129	0.5846	0.559754	0.279877
Organization	0.143702684659464	0.050059	2.8707	0.004718	0.002359
t	-0.00594246494433589	0.003996	-1.487	0.139229	0.069615

Multiple Linear Regression - Regression Statistics
Multiple R	0.452228504829141
R-squared	0.204510620580000
Adjusted R-squared	0.171133443821119
F-TEST (value)	6.1272594161393
F-TEST (DF numerator)	6
F-TEST (DF denominator)	143
p-value	9.7470573310332e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.06931613429479
Sum Squared Residuals	612.335904702341

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	13	16.3336375854807	-3.33363758548074
2	16	16.0758983158146	-0.0758983158146235
3	19	15.9447699856769	3.05523001432306
4	15	14.5892986824407	0.410701317559324
5	14	15.2268030617307	-1.22680306173065
6	13	15.7005913734923	-2.70059137349233
7	19	14.7573414632175	4.24265853678253
8	15	16.3756681276067	-1.37566812760669
9	14	16.1238693108693	-2.12386931086935
10	15	14.5665236406409	0.433476359359081
11	16	15.2652658324190	0.734734167581041
12	16	15.2007403074887	0.799259692511256
13	16	15.2761199666317	0.723880033368312
14	17	17.2451198548642	-0.245119854864192
15	15	12.8065556943326	2.19344430566739
16	15	16.0535521995662	-1.05355219956623
17	20	16.7759296599918	3.2240703400082
18	18	16.9061119226905	1.09388807730952
19	16	16.6144426959105	-0.614442695910548
20	16	14.5191236379130	1.48087636208698
21	19	15.4570048248166	3.5429951751834
22	16	14.6898184477421	1.31018155225788
23	17	15.8075311619497	1.19246883805034
24	17	15.2180287647081	1.78197123529191
25	16	15.0519357002243	0.9480642997757
26	15	13.5230952170997	1.47690478290032
27	14	15.9702727996972	-1.9702727996972
28	15	16.205340483004	-1.20534048300401
29	12	15.0239479112767	-3.02394791127668
30	14	15.2284143373949	-1.22841433739495
31	16	15.6927155546449	0.307284445355108
32	14	15.8782066080065	-1.87820660800654
33	7	14.8564593406076	-7.85645934060762
34	10	13.7614067411266	-3.76140674112663
35	14	14.7834536454863	-0.783453645486254
36	16	16.9027458604194	-0.902745860419365
37	16	14.6551721040626	1.34482789593737
38	16	13.6299772808111	2.37002271918895
39	14	15.7140309257406	-1.71403092574064
40	20	17.6663551819607	2.33364481803928
41	14	15.0953607091633	-1.09536070916332
42	14	15.4025485484696	-1.40254854846959
43	11	14.4345657214711	-3.4345657214711
44	15	15.5383992351137	-0.53839923511368
45	16	15.5364630084394	0.463536991560557
46	14	15.5390123477301	-1.53901234773008
47	16	14.2435034802902	1.75649651970981
48	14	15.2579445375908	-1.25794453759079
49	12	15.536411476808	-3.536411476808
50	16	15.0791625777195	0.92083742228054
51	9	14.0777092244844	-5.07770922448437
52	14	14.6481805945081	-0.648180594508136
53	16	15.8436276878243	0.156372312175652
54	16	15.1367336684350	0.863266331565044
55	15	15.1765314565836	-0.17653145658362
56	16	15.3092901477519	0.690709852248111
57	12	13.834886144174	-1.83488614417401
58	16	16.0146349523911	-0.0146349523911425
59	16	16.0712877176079	-0.0712877176079438
60	14	16.5237297074745	-2.52372970747453
61	16	13.1485841357887	2.85141586421132
62	17	16.2664248806091	0.733575119390911
63	18	14.6694522248504	3.33054777514959
64	18	15.6062333835053	2.39376661649466
65	12	14.7800039170512	-2.7800039170512
66	16	15.9537558882834	0.0462441117166169
67	10	14.2951381926323	-4.29513819263234
68	14	12.4899883098928	1.51001169010716
69	18	15.8797058555689	2.12029414443111
70	18	16.4686987805245	1.53130121947546
71	16	15.3632363414256	0.636763658574411
72	16	15.3802076905095	0.619792309490548
73	16	14.4969052331950	1.50309476680498
74	13	15.0971435209546	-2.09714352095457
75	16	15.6772437910562	0.322756208943845
76	16	14.8018907487492	1.19810925125082
77	20	16.1914124668138	3.80858753318616
78	16	15.1608286307921	0.839171369207863
79	15	12.9776122164583	2.02238778354170
80	15	15.4187091570014	-0.418709157001429
81	16	15.6482499921624	0.351750007837575
82	14	13.9812424300750	0.018757569924991
83	15	13.0636155169332	1.93638448306675
84	12	14.7857487802600	-2.78574878026002
85	17	16.5601936853592	0.439806314640777
86	16	15.2680715393687	0.731928460631289
87	15	13.2386644210268	1.76133557897321
88	13	13.7938932409074	-0.793893240907372
89	16	15.2954076006434	0.704592399356566
90	16	15.0096286724658	0.990371327534184
91	16	15.9066837598599	0.0933162401401393
92	16	16.0765102180542	-0.0765102180542046
93	14	15.4254838247883	-1.42548382478831
94	16	13.7325961558073	2.26740384419271
95	16	14.4679328718649	1.53206712813512
96	20	16.0722204155552	3.92777958444479
97	15	15.4721975088186	-0.472197508818603
98	16	13.9473264760338	2.05267352396622
99	13	13.9811759440564	-0.981175944056362
100	17	15.7643135238767	1.23568647612331
101	16	14.4631985939052	1.53680140609482
102	12	12.8878102245442	-0.887810224544209
103	16	14.5588426978605	1.44115730213954
104	16	15.0034052846745	0.996594715325516
105	17	15.1407231176682	1.85927688233178
106	13	12.7053673491815	0.294632650818494
107	12	15.5685371317235	-3.56853713172354
108	18	15.5561691072939	2.44383089270608
109	14	13.6161413977505	0.383858602249492
110	14	14.1918537242208	-0.191853724220805
111	13	13.4772974918772	-0.477297491877212
112	16	15.2947623276982	0.705237672301835
113	13	12.4578949885071	0.542105011492933
114	16	14.6831818425548	1.31681815744520
115	13	14.7804561320193	-1.78045613201928
116	16	15.7186981095429	0.281301890457062
117	15	14.2267071599497	0.773292840050268
118	16	15.1482422167288	0.851757783271154
119	15	14.5267769822037	0.473223017796286
120	17	15.3588841314868	1.64111586851321
121	15	15.8911544822112	-0.891154482211226
122	12	13.3572191455099	-1.35721914550986
123	16	14.2617338058887	1.73826619411127
124	10	14.1383684300645	-4.13836843006447
125	16	14.4903040323603	1.50969596763972
126	14	14.4339688656289	-0.433968865628915
127	15	16.0553317082176	-1.05533170821760
128	13	14.1411487810345	-1.14114878103455
129	15	14.6102607506723	0.389739249327705
130	11	13.5018747385434	-2.5018747385434
131	12	13.8421448683037	-1.84214486830369
132	8	14.0448976812577	-6.04489768125772
133	16	15.9269287498285	0.0730712501715455
134	15	14.7238016082504	0.276198391749633
135	17	15.3199074065106	1.68009259348944
136	16	14.6359154903821	1.36408450961787
137	10	14.6684993842031	-4.66849938420314
138	18	13.4070031006688	4.59299689933119
139	13	13.8367595921559	-0.836759592155873
140	15	14.1458107173901	0.854189282609896
141	16	14.3626097666813	1.63739023331866
142	16	14.4972657315346	1.50273426846543
143	14	13.3212460197243	0.678753980275703
144	10	13.1811306844677	-3.18113068446768
145	17	16.2036457886991	0.79635421130093
146	13	14.4082905442218	-1.40829054422184
147	15	15.7366503936585	-0.736650393658493
148	16	15.2475374633531	0.752462536646864
149	12	14.9459862233475	-2.94598622334754
150	13	13.3100629366699	-0.310062936669949

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.827091293900709	0.345817412198582	0.172908706099291
11	0.725385299224928	0.549229401550144	0.274614700775072
12	0.606683993293618	0.786632013412764	0.393316006706382
13	0.48559842765586	0.97119685531172	0.51440157234414
14	0.614504352121669	0.770991295756662	0.385495647878331
15	0.515025517458358	0.969948965083284	0.484974482541642
16	0.430193165425165	0.86038633085033	0.569806834574835
17	0.439016037124501	0.878032074249003	0.560983962875499
18	0.444819309403298	0.889638618806596	0.555180690596702
19	0.360166783415760	0.720333566831521	0.63983321658424
20	0.34842473675592	0.69684947351184	0.65157526324408
21	0.395605769587558	0.791211539175116	0.604394230412442
22	0.396689743024656	0.793379486049312	0.603310256975344
23	0.330531555750073	0.661063111500146	0.669468444249927
24	0.270768006840235	0.54153601368047	0.729231993159765
25	0.218442695591133	0.436885391182266	0.781557304408867
26	0.206790072195208	0.413580144390416	0.793209927804792
27	0.177031469438127	0.354062938876254	0.822968530561873
28	0.242395175136233	0.484790350272467	0.757604824863767
29	0.327751091633548	0.655502183267097	0.672248908366452
30	0.273095204730198	0.546190409460396	0.726904795269802
31	0.249113501842175	0.498227003684351	0.750886498157825
32	0.208275652107526	0.416551304215052	0.791724347892474
33	0.880944884564803	0.238110230870394	0.119055115435197
34	0.923928485837444	0.152143028325111	0.0760715141625556
35	0.907475413234787	0.185049173530426	0.0925245867652132
36	0.908395224270264	0.183209551459473	0.0916047757297365
37	0.899215358059591	0.201569283880818	0.100784641940409
38	0.922879682532272	0.154240634935456	0.0771203174677282
39	0.908848753608601	0.182302492782798	0.091151246391399
40	0.953292583033759	0.0934148339324823	0.0467074169662412
41	0.94141131869993	0.117177362600142	0.0585886813000709
42	0.929343425625805	0.141313148748389	0.0706565743741946
43	0.94277519941444	0.114449601171118	0.0572248005855591
44	0.926847686013958	0.146304627972083	0.0731523139860417
45	0.914629388185357	0.170741223629285	0.0853706118146425
46	0.89925700624662	0.201485987506761	0.100742993753380
47	0.896207094118658	0.207585811762683	0.103792905881342
48	0.877182134643325	0.245635730713349	0.122817865356675
49	0.905614307405667	0.188771385188665	0.0943856925943326
50	0.893343926120146	0.213312147759707	0.106656073879854
51	0.954872342504312	0.0902553149913752	0.0451276574956876
52	0.947471869314372	0.105056261371257	0.0525281306856285
53	0.939301377954695	0.121397244090609	0.0606986220453047
54	0.938205239938245	0.123589520123510	0.0617947600617552
55	0.927723412214833	0.144553175570334	0.0722765877851668
56	0.917199788323613	0.165600423352773	0.0828002116763867
57	0.911941039467378	0.176117921065244	0.0880589605326222
58	0.89707379713854	0.20585240572292	0.10292620286146
59	0.878397665066692	0.243204669866617	0.121602334933308
60	0.895558831348727	0.208882337302547	0.104441168651273
61	0.909300953949514	0.181398092100972	0.0906990460504862
62	0.890930654983611	0.218138690032777	0.109069345016389
63	0.92272189055416	0.154556218891679	0.0772781094458394
64	0.9294585109494	0.141082978101200	0.0705414890505998
65	0.948568840121186	0.102862319757627	0.0514311598788136
66	0.936795525600347	0.126408948799305	0.0632044743996527
67	0.975963901971986	0.0480721960560288	0.0240360980280144
68	0.97273718470749	0.0545256305850203	0.0272628152925101
69	0.973709830864236	0.0525803382715288	0.0262901691357644
70	0.970954335393692	0.0580913292126158	0.0290456646063079
71	0.9630326584046	0.073934683190799	0.0369673415953995
72	0.953550675438493	0.092898649123014	0.046449324561507
73	0.944470397893326	0.111059204213347	0.0555296021066737
74	0.954573624849172	0.0908527503016568	0.0454263751508284
75	0.943395790424638	0.113208419150723	0.0566042095753616
76	0.931533487178836	0.136933025642329	0.0684665128211644
77	0.954331443581546	0.0913371128369085	0.0456685564184543
78	0.94178229643533	0.116435407129340	0.0582177035646701
79	0.935018694715064	0.129962610569873	0.0649813052849365
80	0.9221476909498	0.155704618100400	0.0778523090501999
81	0.902873309719445	0.194253380561109	0.0971266902805546
82	0.881014015886997	0.237971968226006	0.118985984113003
83	0.871531546347529	0.256936907304942	0.128468453652471
84	0.912192468615548	0.175615062768904	0.087807531384452
85	0.895301714154344	0.209396571691313	0.104698285845657
86	0.871657749087028	0.256684501825945	0.128342250912972
87	0.853221620041344	0.293556759917312	0.146778379958656
88	0.838449174601623	0.323101650796754	0.161550825398377
89	0.811355565215008	0.377288869569984	0.188644434784992
90	0.777309404817157	0.445381190365687	0.222690595182843
91	0.746203265911503	0.507593468176994	0.253796734088497
92	0.712658609936485	0.574682780127029	0.287341390063515
93	0.746418495237452	0.507163009525095	0.253581504762548
94	0.740308372695965	0.519383254608071	0.259691627304036
95	0.705653726379441	0.588692547241118	0.294346273620559
96	0.755174916074084	0.489650167851833	0.244825083925916
97	0.722118414611942	0.555763170776115	0.277881585388058
98	0.717122836346446	0.565754327307109	0.282877163653554
99	0.703183363345878	0.593633273308244	0.296816636654122
100	0.66265565187706	0.674688696245879	0.337344348122940
101	0.631484914812465	0.73703017037507	0.368515085187535
102	0.597910999604216	0.804178000791567	0.402089000395784
103	0.552645515844247	0.894708968311506	0.447354484155753
104	0.521105530978228	0.957788938043544	0.478894469021772
105	0.507317206360101	0.985365587279798	0.492682793639899
106	0.453180141084502	0.906360282169005	0.546819858915498
107	0.61683165951022	0.76633668097956	0.38316834048978
108	0.604106688074341	0.791786623851319	0.395893311925659
109	0.581041793296397	0.837916413407205	0.418958206703603
110	0.528617794812957	0.942764410374085	0.471382205187043
111	0.475801055524423	0.951602111048846	0.524198944475577
112	0.419711958205983	0.839423916411965	0.580288041794017
113	0.377590518351442	0.755181036702884	0.622409481648558
114	0.35569669931187	0.71139339862374	0.64430330068813
115	0.349784235604928	0.699568471209857	0.650215764395072
116	0.296331885032686	0.592663770065373	0.703668114967314
117	0.274289057580411	0.548578115160822	0.725710942419589
118	0.275749986390063	0.551499972780127	0.724250013609937
119	0.226365723948334	0.452731447896668	0.773634276051666
120	0.198408852007482	0.396817704014965	0.801591147992518
121	0.163396309283653	0.326792618567307	0.836603690716347
122	0.145892462569705	0.291784925139409	0.854107537430295
123	0.134024493984568	0.268048987969136	0.865975506015432
124	0.193097807740508	0.386195615481016	0.806902192259492
125	0.157773538797603	0.315547077595207	0.842226461202397
126	0.128830158729859	0.257660317459717	0.871169841270142
127	0.0982270166897536	0.196454033379507	0.901772983310246
128	0.0809824100265978	0.161964820053196	0.919017589973402
129	0.0565412833237916	0.113082566647583	0.943458716676208
130	0.057307325754968	0.114614651509936	0.942692674245032
131	0.0489389141419211	0.0978778282838423	0.951061085858079
132	0.574500370664337	0.850999258671326	0.425499629335663
133	0.489665480400657	0.979330960801315	0.510334519599343
134	0.397061975881217	0.794123951762434	0.602938024118783
135	0.341844185201137	0.683688370402273	0.658155814798863
136	0.2530323036374	0.5060646072748	0.7469676963626
137	0.70175145570172	0.596497088596561	0.298248544298281
138	0.638857641880724	0.722284716238552	0.361142358119276
139	0.538890064080239	0.922219871839521	0.461109935919761
140	0.378239687632652	0.756479375265304	0.621760312367348

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	1	0.00763358778625954	OK
10% type I error level	11	0.083969465648855	OK