Multiple Linear Regression - Estimated Regression Equation

Selfconfidence[t] = + 12.9244692218402 + 0.0194062852882190ConcernMistakes[t] -0.292329496310611DoubtsActions[t] + 0.0742459719711945ParentalCriticism[t] + 0.0344516405357084PersonalStandards[t] + 0.152496856322935Organization[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)	12.9244692218402	1.424886	9.0705	0	0
ConcernMistakes	0.0194062852882190	0.037126	0.5227	0.601981	0.300991
DoubtsActions	-0.292329496310611	0.069094	-4.2309	4.1e-05	2.1e-05
ParentalCriticism	0.0742459719711945	0.068699	1.0807	0.281618	0.140809
PersonalStandards	0.0344516405357084	0.049183	0.7005	0.484762	0.242381
Organization	0.152496856322935	0.049916	3.055	0.002682	0.001341

Multiple Linear Regression - Regression Statistics
Multiple R	0.438418729396901
R-squared	0.192210982285993
Adjusted R-squared	0.164162752504256
F-TEST (value)	6.85287391688267
F-TEST (DF numerator)	5
F-TEST (DF denominator)	144
p-value	9.15406172974365e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.07799929532179
Sum Squared Residuals	621.803674275534

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	13	15.9172554258317	-2.91725542583166
2	16	15.6483208577794	0.351679142220559
3	19	15.5232485346830	3.47675146531703
4	15	14.1549761182663	0.84502388173371
5	14	14.7256631333390	-0.725663133338962
6	13	15.2587364962054	-2.25873649620540
7	19	14.3286790291216	4.67132097087844
8	15	16.0352380854922	-1.03523808549217
9	14	15.7573744879465	-1.75737448794653
10	15	14.2188301699714	0.781169830028633
11	16	14.9317148942709	1.06828510572906
12	16	14.8308727338211	1.16912726617891
13	16	14.9803164213166	1.01968357868341
14	17	16.9403374937905	0.0596625062095173
15	15	12.4333230981544	2.56667690184562
16	15	15.7229228474108	-0.722922847410819
17	20	16.5610915278622	3.43890847213777
18	18	16.6976150213793	1.30238497862067
19	16	16.3875118160749	-0.387511816074863
20	16	14.1759899076124	1.82401009238758
21	19	15.1566883792188	3.84331162078123
22	16	14.4759571702939	1.52404282970609
23	17	15.6077466101785	1.39225338982155
24	17	14.9139184348181	2.0860815651819
25	16	14.7412253889422	1.25877461105777
26	15	13.1399857324896	1.86001426751036
27	14	15.683755215767	-1.68375521576699
28	15	15.9782795477943	-0.97827954779427
29	12	14.7759877170146	-2.77598771701457
30	14	14.9329533896285	-0.93295338962853
31	16	15.4128571259966	0.587142874003353
32	14	15.6201936690026	-1.62019366900256
33	7	14.6284765773384	-7.62847657733843
34	10	13.5010568703207	-3.50105687032067
35	14	14.5218050426764	-0.521805042676374
36	16	16.6643693084374	-0.664369308437427
37	16	14.4559639619388	1.54403603806118
38	16	13.3264475460358	2.67355245396416
39	14	15.5266430166823	-1.52664301668225
40	20	17.4851168194475	2.51488318055249
41	14	14.9279194730798	-0.927919473079796
42	14	15.2844599953485	-1.28445999534846
43	11	14.2424957803612	-3.24249578036120
44	15	15.3553493488596	-0.355349348859563
45	16	15.3342502239847	0.665749776015276
46	14	15.386438089624	-1.38643808962399
47	16	14.0924816678896	1.90751833211039
48	14	15.0613279695551	-1.06132796955513
49	12	15.3888192285362	-3.38881922853622
50	16	14.9993666889446	1.00063331105537
51	9	13.7831805498233	-4.78318054982334
52	14	14.4437483366964	-0.443748336696430
53	16	15.6928946930426	0.307105306957414
54	16	14.9516323267788	1.04836767322123
55	15	15.0045084917437	-0.00450849174365286
56	16	15.1771227120824	0.822877287917622
57	12	13.7016976310900	-1.70169763108997
58	16	15.9115414044541	0.0884585955458791
59	16	16.0117415522947	-0.0117415522946973
60	14	16.5055860925752	-2.50558609257523
61	16	13.0096023007214	2.99039769927861
62	17	16.2857634419329	0.714236558067145
63	18	14.5396501106230	3.46034988937698
64	18	15.5939990280450	2.40600097195496
65	12	14.7743955257743	-2.77439552577426
66	16	15.9308851336156	0.0691148663844061
67	10	14.2113207474753	-4.21132074747527
68	14	12.3274552156526	1.67254478434742
69	18	15.8238575812933	2.17614241870665
70	18	16.4358701278371	1.56412987216286
71	16	15.3409460062213	0.65905399377866
72	16	15.3599962738494	0.640003726150624
73	16	14.5038381408465	1.49616185915350
74	13	15.1143047828663	-2.11430478286632
75	16	15.6868474334068	0.313152566593205
76	16	14.8030315399933	1.19696846000671
77	20	16.2455824672020	3.75441753279803
78	16	15.1848002551780	0.815199744821957
79	15	12.8242848152350	2.17571518476495
80	15	15.4826958812108	-0.482695881210769
81	16	15.707103857309	0.292896142690989
82	14	14.0529117318693	-0.0529117318692575
83	15	13.0568409480684	1.94315905193162
84	12	14.7376000015362	-2.73760000153625
85	17	16.6683797742167	0.331620225783264
86	16	15.3646506654235	0.635349334576457
87	15	13.1984752704858	1.80152472951423
88	13	13.8616476350934	-0.861647635093433
89	16	15.3633591736207	0.636640826379345
90	16	15.0943792754449	0.905620724555142
91	16	16.0168598477793	-0.0168598477793425
92	16	16.1992565145957	-0.199256514595724
93	14	15.4717480117765	-1.47174801177651
94	16	13.8713049693176	2.12869503068240
95	16	14.6218824000409	1.37811759995907
96	20	16.2376342419748	3.76236575802517
97	15	15.6304767464256	-0.630476746425586
98	16	14.0940891719475	1.90591082805248
99	13	14.0192246946814	-1.01922469468144
100	17	15.9422125280244	1.05778747197558
101	16	14.6801165687232	1.31988343127681
102	12	13.0309795743121	-1.03097957431206
103	16	14.6814615851464	1.31853841485360
104	16	15.2480448330947	0.751955166905341
105	17	15.3220436302488	1.67795636975124
106	13	12.8113175776849	0.188682422315101
107	12	15.7560213966097	-3.75602139660969
108	18	15.7519464615180	2.24805353848196
109	14	13.8455742322706	0.154425767729449
110	14	14.4064506967452	-0.406450696745218
111	13	13.6234930334546	-0.623493033454569
112	16	15.494201184581	0.505798815419014
113	13	12.5613739995042	0.438626000495795
114	16	14.9389446031291	1.06105539687087
115	13	14.9747728423161	-1.97477284231606
116	16	15.9673628519961	0.0326371480038552
117	15	14.4957420239639	0.504257976036098
118	16	15.4719651692877	0.528034830712334
119	15	14.7284758370783	0.27152416292174
120	17	15.5917720620994	1.40822793790056
121	15	16.1851756942041	-1.18517569420409
122	12	13.5258821505310	-1.52588215053095
123	16	14.4836807714255	1.51631922857445
124	10	14.4214269858744	-4.4214269858744
125	16	14.6376695792344	1.36233042076565
126	14	14.6777273548973	-0.677727354897334
127	15	16.4390186202925	-1.4390186202925
128	13	14.4275270422181	-1.42752704221810
129	15	14.9218503906348	0.0781496093651607
130	11	13.8342315250441	-2.83423152504412
131	12	14.1406881284627	-2.14068812846272
132	8	14.4030877969739	-6.40308779697394
133	16	16.300214984473	-0.300214984473012
134	15	15.1321021989120	-0.132102198911953
135	17	15.6463429798365	1.35365702016347
136	16	14.9850559197391	1.01494408026091
137	10	15.0951919591115	-5.09519195911154
138	18	13.6504613092664	4.34953869073359
139	13	14.2776900818525	-1.27769008185249
140	15	14.5242715171173	0.475728482882688
141	16	14.7412253889422	1.25877461105777
142	16	14.9101216484423	1.08987835155771
143	14	13.7265319428067	0.27346805719333
144	10	13.5617106183983	-3.56171061839826
145	17	16.6683797742167	0.331620225783264
146	13	14.8192844166996	-1.81928441669964
147	15	16.1851756942041	-1.18517569420409
148	16	15.6509726788231	0.349027321176853
149	12	15.3208749289219	-3.32087492892189
150	13	13.5991936049522	-0.599193604952239

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.839406595619847	0.321186808760306	0.160593404380153
10	0.877892026226054	0.244215947547892	0.122107973773946
11	0.810467274039897	0.379065451920206	0.189532725960103
12	0.736584115475692	0.526831769048615	0.263415884524308
13	0.640184453197918	0.719631093604165	0.359815546802082
14	0.570107319249919	0.859785361500162	0.429892680750081
15	0.482680220694549	0.965360441389098	0.517319779305451
16	0.390312151162189	0.780624302324377	0.609687848837811
17	0.376084736529409	0.752169473058818	0.623915263470591
18	0.378485201781400	0.756970403562799	0.6215147982186
19	0.298200671986401	0.596401343972803	0.701799328013599
20	0.284695190200338	0.569390380400676	0.715304809799662
21	0.384285033003676	0.768570066007351	0.615714966996325
22	0.377020245490686	0.754040490981371	0.622979754509315
23	0.320933877062018	0.641867754124036	0.679066122937982
24	0.273790174262498	0.547580348524996	0.726209825737502
25	0.221176124607349	0.442352249214698	0.778823875392651
26	0.189694346846511	0.379388693693022	0.810305653153489
27	0.152038094918750	0.304076189837501	0.84796190508125
28	0.204939124212455	0.40987824842491	0.795060875787545
29	0.300192559465584	0.600385118931167	0.699807440534416
30	0.255399957789471	0.510799915578942	0.744600042210529
31	0.221141518174618	0.442283036349235	0.778858481825382
32	0.187502949680778	0.375005899361555	0.812497050319222
33	0.907460909601488	0.185078180797025	0.0925390903985125
34	0.95963341529059	0.0807331694188188	0.0403665847094094
35	0.945768762971858	0.108462474056284	0.0542312370281419
36	0.933301186469834	0.133397627060332	0.0666988135301659
37	0.919105657494833	0.161788685010333	0.0808943425051667
38	0.929364027607019	0.141271944785962	0.070635972392981
39	0.92284882135416	0.154302357291681	0.0771511786458406
40	0.951341659562348	0.0973166808753041	0.0486583404376521
41	0.942031185700585	0.115937628598830	0.0579688142994148
42	0.935283651152039	0.129432697695923	0.0647163488479613
43	0.952993899664985	0.0940122006700296	0.0470061003350148
44	0.939019155077905	0.121961689844191	0.0609808449220953
45	0.923816579535725	0.152366840928550	0.0761834204642748
46	0.912600998304644	0.174798003390713	0.0873990016953565
47	0.903277606468952	0.193444787062095	0.0967223935310476
48	0.883809025546829	0.232381948906343	0.116190974453171
49	0.917113703509634	0.165772592980732	0.0828862964903662
50	0.900652609162264	0.198694781675472	0.099347390837736
51	0.955801592119583	0.0883968157608345	0.0441984078804173
52	0.943356648400162	0.113286703199676	0.0566433515998382
53	0.928672707224073	0.142654585551853	0.0713272927759266
54	0.92039207138818	0.159215857223638	0.0796079286118192
55	0.901391855579454	0.197216288841091	0.0986081444205456
56	0.882986461168553	0.234027077662894	0.117013538831447
57	0.873946245417115	0.252107509165771	0.126053754582885
58	0.847282819471214	0.305434361057571	0.152717180528786
59	0.816671955106788	0.366656089786424	0.183328044893212
60	0.832140011463428	0.335719977073145	0.167859988536572
61	0.85484480682211	0.290310386355778	0.145155193177889
62	0.82817881771833	0.343642364563339	0.171821182281669
63	0.877162753591611	0.245674492816777	0.122837246408389
64	0.887735741575225	0.224528516849549	0.112264258424775
65	0.908097248837835	0.183805502324331	0.0919027511621654
66	0.886649013757977	0.226701972484046	0.113350986242023
67	0.939152920427661	0.121694159144678	0.0608470795723389
68	0.933913072845168	0.132173854309665	0.0660869271548323
69	0.937298153438762	0.125403693122475	0.0627018465612377
70	0.93223891045251	0.13552217909498	0.06776108954749
71	0.916737931933217	0.166524136133566	0.0832620680667829
72	0.898574787131802	0.202850425736397	0.101425212868198
73	0.88976945636665	0.220461087266701	0.110230543633350
74	0.890526654479395	0.218946691041210	0.109473345520605
75	0.866744421632086	0.266511156735829	0.133255578367914
76	0.848658697186031	0.302682605627937	0.151341302813969
77	0.90662320359226	0.18675359281548	0.09337679640774
78	0.889012915451997	0.221974169096005	0.110987084548003
79	0.888938341983281	0.222123316033437	0.111061658016719
80	0.865296993936307	0.269406012127386	0.134703006063693
81	0.838284675962851	0.323430648074298	0.161715324037149
82	0.80981725009318	0.38036549981364	0.19018274990682
83	0.811989755796598	0.376020488406804	0.188010244203402
84	0.835048408236778	0.329903183526444	0.164951591763222
85	0.804073726116609	0.391852547766782	0.195926273883391
86	0.77233084751484	0.455338304970321	0.227669152485161
87	0.765167952485139	0.469664095029722	0.234832047514861
88	0.731895543756456	0.536208912487088	0.268104456243544
89	0.692541415399291	0.614917169201417	0.307458584600709
90	0.658080232698974	0.683839534602051	0.341919767301026
91	0.611216601703969	0.777566796592063	0.388783398296031
92	0.563025791207577	0.873948417584846	0.436974208792423
93	0.543125858566632	0.913748282866736	0.456874141433368
94	0.570578653385897	0.858842693228206	0.429421346614103
95	0.55415342968406	0.89169314063188	0.44584657031594
96	0.668888071025569	0.662223857948863	0.331111928974431
97	0.623484603474648	0.753030793050703	0.376515396525352
98	0.650108183380217	0.699783633239566	0.349891816619783
99	0.611916375657139	0.776167248685722	0.388083624342861
100	0.589863192679175	0.82027361464165	0.410136807320825
101	0.580165338974937	0.839669322050125	0.419834661025063
102	0.543522427806866	0.912955144386269	0.456477572193134
103	0.513168586272288	0.973662827455425	0.486831413727712
104	0.505439863486221	0.989120273027559	0.494560136513779
105	0.521629121815257	0.956741756369486	0.478370878184743
106	0.468710608462015	0.93742121692403	0.531289391537985
107	0.583295604274685	0.83340879145063	0.416704395725315
108	0.596003117123803	0.807993765752393	0.403996882876197
109	0.590062730522675	0.81987453895465	0.409937269477325
110	0.54152063919027	0.91695872161946	0.45847936080973
111	0.486994254918051	0.973988509836102	0.513005745081949
112	0.436235224193384	0.872470448386768	0.563764775806616
113	0.404028008231801	0.808056016463602	0.595971991768199
114	0.390308006499449	0.780616012998899	0.60969199350055
115	0.376413005229204	0.752826010458407	0.623586994770796
116	0.32143986217074	0.64287972434148	0.67856013782926
117	0.306419800605839	0.612839601211678	0.693580199394161
118	0.308864599873435	0.61772919974687	0.691135400126565
119	0.257265157839981	0.514530315679963	0.742734842160019
120	0.225593073174112	0.451186146348224	0.774406926825888
121	0.190473049553368	0.380946099106736	0.809526950446632
122	0.172008143860331	0.344016287720662	0.82799185613967
123	0.159803269507459	0.319606539014917	0.840196730492542
124	0.225421621099517	0.450843242199034	0.774578378900483
125	0.184350941175964	0.368701882351929	0.815649058824036
126	0.146250684621607	0.292501369243215	0.853749315378393
127	0.113316969390673	0.226633938781346	0.886683030609327
128	0.0878389660618943	0.175677932123789	0.912161033938106
129	0.0639122978478706	0.127824595695741	0.93608770215213
130	0.0539577693431655	0.107915538686331	0.946042230656834
131	0.0408230717478488	0.0816461434956976	0.959176928252151
132	0.214415156305962	0.428830312611924	0.785584843694038
133	0.164644852556013	0.329289705112026	0.835355147443987
134	0.119490764675610	0.238981529351219	0.88050923532439
135	0.186636256827903	0.373272513655807	0.813363743172097
136	0.200995474323622	0.401990948647243	0.799004525676378
137	0.23470842459043	0.46941684918086	0.76529157540957
138	0.59748751336796	0.805024973264081	0.402512486632040
139	0.495391820272549	0.990783640545098	0.504608179727451
140	0.440047336197441	0.880094672394882	0.559952663802559
141	0.356346888942106	0.712693777884213	0.643653111057894

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	5	0.037593984962406	OK