Multiple Linear Regression - Estimated Regression Equation

StudyForCareer[t] = + 32.5974764805152 -0.213406913845935Gender[t] + 0.174696937710941PersonalStandards[t] + 0.0533645733833355ParentalExpectation[t] -0.222271249914753Doubts[t] + 1.40057205675814LeaderPreference[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)	32.5974764805152	3.276628	9.9485	0	0
Gender	-0.213406913845935	0.875608	-0.2437	0.807801	0.403901
PersonalStandards	0.174696937710941	0.104199	1.6766	0.095858	0.047929
ParentalExpectation	0.0533645733833355	0.131271	0.4065	0.68498	0.34249
Doubts	-0.222271249914753	0.156784	-1.4177	0.158504	0.079252
LeaderPreference	1.40057205675814	0.48395	2.894	0.004413	0.002206

Multiple Linear Regression - Regression Statistics
Multiple R	0.368414053928045
R-squared	0.135728915131696
Adjusted R-squared	0.104862090672114
F-TEST (value)	4.39724258999894
F-TEST (DF numerator)	5
F-TEST (DF denominator)	140
p-value	0.000948505454698712
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.99882997972892
Sum Squared Residuals	3498.36216327312

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	39.7532365312343	1.24676346876571
2	38	41.1538085879926	-3.15380858799256
3	37	40.0522623883436	-3.05226238834359
4	42	39.886378407014	2.11362159298596
5	40	38.230308876474	1.76969112352598
6	43	41.1004440146092	1.89955598539078
7	40	40.1464139192078	-0.146413919207826
8	45	44.2014082298163	0.798591770183674
9	45	42.4746033423544	2.5253966576456
10	44	40.2823495010964	3.71765049890363
11	42	39.9327004964502	2.06729950354977
12	32	42.0031089981545	-10.0031089981545
13	32	42.0031089981545	-10.0031089981545
14	41	43.5054141850815	-2.50541418508148
15	38	39.8979589293731	-1.89795892937309
16	38	40.1348333968488	-2.13483339684878
17	24	37.8567568627907	-13.8567568627907
18	46	41.6101605992741	4.38983940072592
19	42	40.8897532870535	1.11024671294649
20	46	40.7714436179278	5.2285563820722
21	43	40.166781257817	2.83321874218299
22	38	40.5229886280931	-2.52298862809306
23	39	39.7997876097636	-0.79978760976358
24	40	38.535151134894	1.46484886510602
25	37	37.197753701444	-0.197753701443968
26	41	40.3425014292026	0.657498570797402
27	46	40.9461405556387	5.05385944436126
28	26	38.0208703716859	-12.0208703716859
29	37	38.9089582778016	-1.90895827780158
30	39	41.2605377347592	-2.26053773475923
31	44	42.9687196159150	1.03128038408504
32	38	37.4462086912787	0.553791308721298
33	38	36.8365764547013	1.16342354529866
34	38	39.3728710226969	-1.37287102269690
35	33	38.2013575705764	-5.20135757057641
36	43	40.0036909825964	2.99630901740361
37	41	34.9906415134007	6.00935848659926
38	49	40.0223139889026	8.97768601109741
39	45	42.1186511013026	2.8813488986974
40	31	38.3254575008817	-7.32545750088165
41	30	38.3254575008817	-8.32545750088165
42	38	40.5821434626559	-2.58214346265592
43	39	40.3211108569188	-1.32111085691877
44	40	40.1793850138507	-0.179385013850704
45	36	35.2390965032355	0.760903496764521
46	49	43.5464301316554	5.45356986834463
47	41	40.4958077946297	0.504192205370292
48	18	35.8467554184169	-17.8467554184169
49	42	38.7486094284273	3.25139057157267
50	41	42.607745218134	-1.60774521813403
51	43	39.9037491905526	3.09625080944738
52	46	39.6261139057273	6.37388609427271
53	41	42.8300164680488	-1.83001646804878
54	39	40.2823495010964	-1.28234950109637
55	42	39.4765774742617	2.52342252573832
56	35	41.082049997396	-6.082049997396
57	36	38.1177894685278	-2.11778946852783
58	48	39.294319802937	8.70568019706305
59	41	39.8979589293731	1.10204107062691
60	47	38.4233736912669	8.57662630873309
61	41	39.0068744681868	1.99312553181315
62	31	42.0217320044607	-11.0217320044607
63	36	41.1711793715311	-5.17117937153113
64	46	41.2605377347592	4.73946226524077
65	44	40.6772920870635	3.32270791293645
66	43	36.9327013069616	6.06729869303845
67	40	40.457020298676	-0.457020298676028
68	40	39.0486585192111	0.951341480788867
69	46	37.0308464864398	8.96915351356022
70	39	40.5851661578578	-1.58516615785781
71	44	41.5595897319997	2.44041026800034
72	38	36.3504527528092	1.64954724719076
73	39	39.5933718001774	-0.593371800177387
74	41	42.9037745201726	-1.90377452017257
75	39	38.5885157082773	0.411484291722681
76	40	39.492177785366	0.507822214634013
77	44	40.2065658473141	3.79343415268594
78	42	39.4156521672646	2.58434783273544
79	46	42.5863546458502	3.41364535414980
80	44	39.9299329304726	4.0700670695274
81	37	40.4278400036854	-3.42784000368544
82	39	37.1083953382159	1.89160466178413
83	40	38.1799669982926	1.82003300170742
84	42	38.7486094284273	3.25139057157267
85	37	38.8409904868573	-1.84099048685732
86	33	37.7694188267806	-4.7694188267806
87	35	39.8330138336307	-4.83301383363071
88	42	35.5721166886622	6.42788331133784
89	36	35.9650137078552	0.0349862921448101
90	44	39.5862779365428	4.41372206345717
91	45	39.8677040210204	5.13229597897956
92	47	41.1585503759413	5.8414496240587
93	40	41.2458831375109	-1.24588313751089
94	49	38.8049191771939	10.1950808228061
95	48	44.3438246575161	3.65617534248390
96	29	40.8247568116237	-11.8247568116237
97	45	41.7603928898119	3.2396071101881
98	29	36.5754401890142	-7.57544018901423
99	41	40.5083340308447	0.49166596915528
100	34	37.1287374372689	-3.12873743726892
101	38	36.1271330296637	1.87286697033629
102	37	37.9848252021538	-0.984825202153773
103	48	44.2285376835923	3.77146231640773
104	39	41.052818322718	-2.052818322718
105	34	40.5906499101257	-6.59064991012567
106	35	36.611433978859	-1.61143397885899
107	41	40.2093081737356	0.790691826264434
108	43	39.4543621433995	3.54563785660045
109	41	38.5836711609538	2.41632883904624
110	39	36.1067395509233	2.89326044907675
111	36	41.1721250853871	-5.17212508538709
112	32	41.6506671879746	-9.65066718797462
113	46	40.0841850097557	5.91581499024433
114	42	41.0324248439775	0.967575156022457
115	42	36.3619818954809	5.63801810451912
116	45	39.4601785447104	5.53982145528964
117	39	40.8635181674461	-1.86351816744613
118	45	41.1265763748418	3.87342362515821
119	48	42.4951744305004	5.50482556949957
120	28	38.3487961550053	-10.3487961550053
121	35	37.6538253439451	-2.65382534394511
122	38	39.0591644282081	-1.05916442820812
123	42	38.4527577357943	3.54724226420565
124	36	38.2128867132480	-2.21288671324805
125	37	40.8519376450871	-3.85193764508708
126	38	39.2029105984942	-1.20291059849421
127	43	40.9196503068071	2.08034969319290
128	35	34.6993539993109	0.300646000689057
129	36	39.8357300199209	-3.83573001992094
130	33	36.4221338235871	-3.42213382358712
131	39	38.2536475305977	0.746352469402314
132	32	41.239095782788	-9.23909578278799
133	45	39.3300332240013	5.66996677599866
134	35	39.8833043321248	-4.88330433212475
135	38	37.8043380032633	0.195661996736691
136	36	37.4335535555576	-1.43355355555760
137	42	38.1867029733281	3.81329702667193
138	41	39.5454909790619	1.45450902093808
139	47	38.9300423411738	8.06995765882624
140	35	38.7019808300795	-3.70198083007948
141	43	37.7683442134185	5.23165578658146
142	40	40.189917062979	-0.189917062978970
143	46	40.8043633328833	5.19563666711673
144	44	41.7603928898119	2.23960711018810
145	35	38.8117326720480	-3.81173267204804
146	29	39.7317684391319	-10.7317684391319

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.228263643747141	0.456527287494281	0.77173635625286
10	0.111585781609344	0.223171563218688	0.888414218390656
11	0.0503817217129347	0.100763443425869	0.949618278287065
12	0.284438673930541	0.568877347861083	0.715561326069459
13	0.320479425346107	0.640958850692214	0.679520574653893
14	0.339739764479001	0.679479528958003	0.660260235520999
15	0.248447815833058	0.496895631666117	0.751552184166942
16	0.180976592142866	0.361953184285731	0.819023407857134
17	0.741392185289308	0.517215629421383	0.258607814710692
18	0.723091115077321	0.553817769845357	0.276908884922679
19	0.678871532498777	0.642256935002447	0.321128467501223
20	0.724911151228256	0.550177697543487	0.275088848771744
21	0.721798485774899	0.556403028450203	0.278201514225101
22	0.673124618524043	0.653750762951913	0.326875381475957
23	0.603822234909232	0.792355530181537	0.396177765090768
24	0.564236496323409	0.871527007353182	0.435763503676591
25	0.505185560831123	0.989628878337755	0.494814439168877
26	0.435205354408425	0.87041070881685	0.564794645591575
27	0.470806371565563	0.941612743131125	0.529193628434437
28	0.732774024592937	0.534451950814127	0.267225975407063
29	0.678987246232436	0.642025507535129	0.321012753767564
30	0.630832646815615	0.73833470636877	0.369167353184385
31	0.570712020875561	0.858575958248878	0.429287979124439
32	0.518250100866923	0.963499798266153	0.481749899133077
33	0.459284526936258	0.918569053872517	0.540715473063742
34	0.401884603107711	0.803769206215422	0.598115396892289
35	0.381023460990496	0.762046921980992	0.618976539009504
36	0.355204548828101	0.710409097656202	0.644795451171899
37	0.428086245729008	0.856172491458016	0.571913754270992
38	0.565383527955224	0.869232944089553	0.434616472044776
39	0.525180708419469	0.949638583161062	0.474819291580531
40	0.551625471816883	0.896749056366234	0.448374528183117
41	0.596675533311239	0.806648933377522	0.403324466688761
42	0.551526979271896	0.896946041456208	0.448473020728104
43	0.501819570083944	0.996360859832113	0.498180429916056
44	0.449482482908326	0.898964965816651	0.550517517091675
45	0.407320684061989	0.814641368123977	0.592679315938011
46	0.389131866712786	0.778263733425571	0.610868133287214
47	0.338600521919588	0.677201043839176	0.661399478080412
48	0.830397708851963	0.339204582296074	0.169602291148037
49	0.82134471162286	0.357310576754279	0.178655288377140
50	0.78926655329413	0.421466893411742	0.210733446705871
51	0.770855171287047	0.458289657425905	0.229144828712953
52	0.804637124226481	0.390725751547037	0.195362875773519
53	0.772987539579148	0.454024920841704	0.227012460420852
54	0.740299303280779	0.519401393438442	0.259700696719221
55	0.713526556219301	0.572946887561398	0.286473443780699
56	0.73391523513731	0.53216952972538	0.26608476486269
57	0.702930373362184	0.594139253275631	0.297069626637816
58	0.799805396145053	0.400389207709895	0.200194603854947
59	0.765267474748036	0.469465050503927	0.234732525251964
60	0.837405205273008	0.325189589453984	0.162594794726992
61	0.809836669130789	0.380326661738422	0.190163330869211
62	0.91323431461073	0.17353137077854	0.08676568538927
63	0.91852173416005	0.162956531679902	0.0814782658399508
64	0.912649441500226	0.174701116999547	0.0873505584997737
65	0.898897617889191	0.202204764221618	0.101102382110809
66	0.907124624955422	0.185750750089156	0.092875375044578
67	0.888513900626627	0.222972198746745	0.111486099373373
68	0.864393581131037	0.271212837737926	0.135606418868963
69	0.910333438720209	0.179333122559582	0.089666561279791
70	0.892509037642712	0.214981924714577	0.107490962357288
71	0.872682974172032	0.254634051655936	0.127317025827968
72	0.84825682082848	0.303486358343039	0.151743179171520
73	0.822190871122518	0.355618257754965	0.177809128877482
74	0.796590555826813	0.406818888346373	0.203409444173187
75	0.760066136056082	0.479867727887836	0.239933863943918
76	0.721518213656286	0.556963572687428	0.278481786343714
77	0.69753429651982	0.604931406960361	0.302465703480180
78	0.661323105629603	0.677353788740794	0.338676894370397
79	0.632825716007388	0.734348567985225	0.367174283992612
80	0.61464408894256	0.77071182211488	0.38535591105744
81	0.589162184563698	0.821675630872605	0.410837815436302
82	0.549257787699983	0.901484424600034	0.450742212300017
83	0.5076234321948	0.9847531356104	0.4923765678052
84	0.499560784960134	0.999121569920269	0.500439215039866
85	0.452569844566048	0.905139689132095	0.547430155433952
86	0.43236202248327	0.86472404496654	0.56763797751673
87	0.478671490586866	0.957342981173732	0.521328509413134
88	0.465541411765555	0.93108282353111	0.534458588234445
89	0.416188343349453	0.832376686698905	0.583811656650547
90	0.393810238715618	0.787620477431237	0.606189761284382
91	0.383090995728555	0.766181991457111	0.616909004271444
92	0.401252511678366	0.802505023356732	0.598747488321634
93	0.367467452014639	0.734934904029277	0.632532547985361
94	0.499031372273854	0.998062744547707	0.500968627726146
95	0.517467919486094	0.965064161027812	0.482532080513906
96	0.794667455267338	0.410665089465325	0.205332544732662
97	0.768380418256935	0.463239163486129	0.231619581743065
98	0.810183321250158	0.379633357499685	0.189816678749842
99	0.771483236899313	0.457033526201375	0.228516763100687
100	0.753344968387844	0.493310063224312	0.246655031612156
101	0.710392294903492	0.579215410193017	0.289607705096509
102	0.665980393361268	0.668039213277464	0.334019606638732
103	0.649825056926951	0.700349886146098	0.350174943073049
104	0.607480666139012	0.785038667721977	0.392519333860988
105	0.59823718744903	0.80352562510194	0.40176281255097
106	0.557329143513771	0.885341712972458	0.442670856486229
107	0.502908106270219	0.994183787459562	0.497091893729781
108	0.462854845104759	0.925709690209518	0.537145154895241
109	0.413651881143673	0.827303762287345	0.586348118856327
110	0.364743887789218	0.729487775578435	0.635256112210782
111	0.348294749888064	0.696589499776128	0.651705250111936
112	0.531675793200155	0.93664841359969	0.468324206799845
113	0.546841427832406	0.906317144335187	0.453158572167594
114	0.485806287913937	0.971612575827875	0.514193712086063
115	0.487826755308053	0.975653510616106	0.512173244691947
116	0.459031473951189	0.918062947902379	0.540968526048811
117	0.403835825911353	0.807671651822707	0.596164174088647
118	0.366706757959778	0.733413515919556	0.633293242040222
119	0.377522356351754	0.755044712703508	0.622477643648246
120	0.572709785760507	0.854580428478985	0.427290214239493
121	0.516702971945154	0.966594056109691	0.483297028054846
122	0.445988871176304	0.891977742352608	0.554011128823696
123	0.403583814967395	0.80716762993479	0.596416185032605
124	0.343731582413569	0.687463164827138	0.656268417586431
125	0.303189669888066	0.606379339776132	0.696810330111934
126	0.246878162686412	0.493756325372823	0.753121837313588
127	0.230172024234614	0.460344048469228	0.769827975765386
128	0.173206099929773	0.346412199859546	0.826793900070227
129	0.147273333152675	0.294546666305350	0.852726666847325
130	0.140646190886761	0.281292381773522	0.859353809113239
131	0.106227309112403	0.212454618224806	0.893772690887597
132	0.225094983518646	0.450189967037292	0.774905016481354
133	0.160657819732109	0.321315639464218	0.83934218026789
134	0.151029992495192	0.302059984990383	0.848970007504808
135	0.0972632458038745	0.194526491607749	0.902736754196126
136	0.0633597369443892	0.126719473888778	0.936640263055611
137	0.0307994335742104	0.0615988671484208	0.96920056642579

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	1	0.00775193798449612	OK