Multiple Linear Regression - Estimated Regression Equation

Career[t] = + 32.4711075468022 -1.86339575161424G[t] + 0.191031539247891PersonalStandards[t] -0.0540144402593811PeG[t] -0.173665001512474ParentalExpectations[t] + 0.534242117931472PaG[t] -0.248653021388442Doubts[t] + 0.140966318180626DoG[t] + 2.38392162985542LeadershipPreference[t] -1.98395184485659LeaderG[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)	32.4711075468022	4.193313	7.7435	0	0
G	-1.86339575161424	6.397871	-0.2913	0.771302	0.385651
PersonalStandards	0.191031539247891	0.144457	1.3224	0.188251	0.094125
PeG	-0.0540144402593811	0.204208	-0.2645	0.79179	0.395895
ParentalExpectations	-0.173665001512474	0.168811	-1.0288	0.305423	0.152711
PaG	0.534242117931472	0.249807	2.1386	0.034254	0.017127
Doubts	-0.248653021388442	0.215297	-1.1549	0.250145	0.125072
DoG	0.140966318180626	0.300314	0.4694	0.639538	0.319769
LeadershipPreference	2.38392162985542	0.718795	3.3166	0.001169	0.000584
LeaderG	-1.98395184485659	0.949644	-2.0892	0.038557	0.019279

Multiple Linear Regression - Regression Statistics
Multiple R	0.473114760725264
R-squared	0.223837576816124
Adjusted R-squared	0.172473887046603
F-TEST (value)	4.35789519445598
F-TEST (DF numerator)	9
F-TEST (DF denominator)	136
p-value	5.2233134229529e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.80633728614537
Sum Squared Residuals	3141.71942271400

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	39.5558087023827	1.44419129761735
2	38	41.9397303322381	-3.93973033223809
3	37	40.9672060982632	-3.96720609826321
4	36	35.9721164662594	0.0278835337406244
5	42	37.4181762555039	4.58182374449607
6	44	41.3563921558749	2.64360784412506
7	40	37.1608324910188	2.83916750898119
8	43	42.1133953337506	0.88660466624944
9	40	41.7550212170153	-1.75502121701532
10	45	41.2000936920979	3.79990630790212
11	47	38.3297183056772	8.67028169432282
12	45	45.6774387194733	-0.677438719473339
13	45	41.98630807651	3.01369192348996
14	40	40.2960548447412	-0.296054844741168
15	49	39.3418779128252	9.65812208717478
16	48	44.5104308582309	3.48956914176914
17	44	42.831744301561	1.16825569843900
18	29	37.8013454255889	-8.80134542558888
19	42	39.8691957172295	2.13080428277054
20	45	44.1389428468707	0.861057153129264
21	32	39.5359369730559	-7.53593697305588
22	32	39.5359369730559	-7.53593697305588
23	41	43.8263567629565	-2.82635676295646
24	29	37.6591287341317	-8.6591287341317
25	38	41.2569146191476	-3.25691461914761
26	41	41.6965991797839	-0.696599179783944
27	38	37.3609637328426	0.639036267157348
28	24	37.3100621594119	-13.3100621594119
29	34	36.1807515305603	-2.18075153056026
30	38	36.7859028594371	1.21409714056288
31	37	36.7244767566623	0.275523243337651
32	46	44.2360187183256	1.76398128167440
33	48	41.2849323263256	6.71506767367439
34	42	41.4021693450561	0.59783065494393
35	46	42.2120723153871	3.78792768461293
36	43	38.6143342869319	4.38566571306814
37	38	41.7139657175194	-3.71396571751936
38	39	38.2989396409964	0.701060359003616
39	34	40.3665017600063	-6.36650176000635
40	39	39.9670721437751	-0.967072143775147
41	35	35.7249452024452	-0.724945202445207
42	41	39.2254050074509	1.77459499254913
43	40	38.4129372934348	1.58706270656523
44	43	37.2306849759689	5.76931502403111
45	37	36.3730278400649	0.626972159935151
46	41	41.7542206619245	-0.754220661924494
47	46	42.4031038546350	3.59689614536504
48	26	37.3576398021583	-11.3576398021583
49	41	37.6316740001353	3.36832599986472
50	37	40.0247040937138	-3.02470409371384
51	39	40.7936490601487	-1.79364906014868
52	44	44.0694770717708	-0.0694770717707643
53	39	36.3051627993048	2.69483720069517
54	36	40.490284466391	-4.49028446639096
55	38	36.8711344379326	1.12886556206745
56	38	38.4576907341857	-0.457690734185748
57	38	41.3563921558749	-3.35639215587494
58	32	38.5157613163121	-6.51576131631212
59	33	37.8845644133465	-4.88456441334646
60	46	37.6725149376152	8.32748506238478
61	42	42.2696937975276	-0.269693797527617
62	42	35.8994107590485	6.1005892409515
63	43	41.5821567705937	1.41784322940633
64	41	36.3980927163545	4.60190728364549
65	49	42.7962106709993	6.20378932900066
66	45	36.59223022041	8.40776977959003
67	39	41.8473757746267	-2.8473757746267
68	45	38.9224694434257	6.0775305565743
69	31	37.2760754552999	-6.27607545529991
70	30	37.2760754552999	-7.27607545529991
71	45	43.0575089162797	1.94249108372028
72	48	45.4232634533089	2.5767365466911
73	28	39.3071448373544	-11.3071448373544
74	35	37.1024209215856	-2.10242092158558
75	38	41.3090142323539	-3.30901423235386
76	39	38.2777958562305	0.722204143769454
77	40	39.0561626117298	0.943837388270175
78	38	38.4100423924829	-0.410042392482929
79	42	40.3657008290738	1.63429917092617
80	36	34.4240586133624	1.57594138663755
81	49	47.0493921938377	1.95060780616228
82	41	42.1370842955111	-1.1370842955111
83	18	35.5749691626933	-17.5749691626933
84	36	38.5493519480278	-2.54935194802778
85	42	39.8552457591108	2.14475424088924
86	41	40.8330417287285	0.166958271271491
87	43	41.0256281354946	1.97437186450541
88	46	39.4223986452753	6.57760135472467
89	37	38.326821767877	-1.32682176787697
90	38	37.9840645055394	0.0159354944605742
91	43	40.2678247783698	2.73217522163016
92	41	44.3986399819695	-3.39863998196947
93	35	34.741859113163	0.258140886837005
94	39	42.831744301561	-3.831744301561
95	42	39.8344626417586	2.16553735824137
96	36	41.1819265992716	-5.18192659927164
97	35	38.880181873894	-3.88018187389403
98	33	34.821887119412	-1.821887119412
99	36	37.7394489776968	-1.73944897769678
100	48	40.6080314264372	7.39196857356285
101	41	41.2569146191476	-0.256914619147610
102	47	41.8312171780897	5.16878282191029
103	41	38.7340610632506	2.26593893674945
104	31	37.5570690162767	-6.55706901627673
105	36	41.2422173639098	-5.24221736390976
106	46	40.7936490601487	5.20635093985132
107	39	37.1408197636909	1.85918023630911
108	44	41.424257196635	2.57574280336504
109	43	37.3504740671593	5.64952593284066
110	32	42.4788924296017	-10.4788924296017
111	40	38.1378838562902	1.86211614370981
112	40	39.0229690290441	0.977030970955874
113	46	37.4789512875072	8.52104871249278
114	45	39.561330571317	5.43866942868303
115	39	42.4836137434452	-3.48361374344522
116	44	43.3227279203128	0.677272079687243
117	35	41.2395480814122	-6.23954808141219
118	38	38.5722403546975	-0.572240354697498
119	38	35.6673237203047	2.33267627969534
120	36	35.7879491174087	0.212050882591279
121	42	38.2998983715485	3.70010162845148
122	39	42.3383590175368	-3.33835901753677
123	41	40.7464988102865	0.253501189713468
124	41	40.3949120356104	0.605087964389639
125	47	37.9470464995893	9.05295350041073
126	39	38.4862085969529	0.513791403047067
127	40	39.2879092401752	0.712090759824831
128	44	40.6774975773788	3.32250242262119
129	42	40.9727279671975	1.02727203280249
130	35	39.1326432573727	-4.13264325737266
131	46	44.3418190549197	1.65818094508025
132	43	37.0066975656542	5.99330243434577
133	40	37.703293602296	2.29670639770398
134	44	41.2750817119738	2.72491828802615
135	37	38.9989500890685	-1.99895008906854
136	46	38.3561521636577	7.64384783634233
137	44	44.1389428468707	-0.138942846870735
138	35	38.7569494699203	-3.75694946992027
139	39	38.1778667343050	0.822133265694958
140	40	38.5090970036226	1.49090299637735
141	42	39.8552457591108	2.14475424088924
142	37	37.6821481806818	-0.682148180681815
143	29	39.1230100143061	-10.1230100143061
144	33	38.1110193317288	-5.1110193317288
145	35	37.0575991390849	-2.05759913908494
146	42	36.1355674232284	5.86443257677163

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
13	0.138597162388021	0.277194324776042	0.861402837611979
14	0.0545768614944916	0.109153722988983	0.945423138505508
15	0.324342990571369	0.648685981142738	0.675657009428631
16	0.211616583197529	0.423233166395059	0.78838341680247
17	0.144403910141993	0.288807820283986	0.855596089858007
18	0.161867375537669	0.323734751075338	0.838132624462331
19	0.163608217717723	0.327216435435445	0.836391782282277
20	0.106716746252957	0.213433492505915	0.893283253747043
21	0.659110689022468	0.681778621955065	0.340889310977532
22	0.610288165462973	0.779423669074054	0.389711834537027
23	0.533922055284988	0.932155889430024	0.466077944715012
24	0.674333633421152	0.651332733157695	0.325666366578848
25	0.632306221623772	0.735387556752456	0.367693778376228
26	0.557921294231796	0.884157411536407	0.442078705768204
27	0.489056177505178	0.978112355010355	0.510943822494822
28	0.615198504918122	0.769602990163756	0.384801495081878
29	0.605628801303089	0.788742397393821	0.394371198696911
30	0.541230380386176	0.917539239227647	0.458769619613824
31	0.547626438042494	0.904747123915011	0.452373561957506
32	0.510599074217097	0.978801851565806	0.489400925782903
33	0.486541887991732	0.973083775983463	0.513458112008268
34	0.424177502965508	0.848355005931017	0.575822497034492
35	0.402957739834935	0.80591547966987	0.597042260165065
36	0.662822332064316	0.674355335871368	0.337177667935684
37	0.636379758288642	0.727240483422717	0.363620241711358
38	0.578692658908737	0.842614682182526	0.421307341091263
39	0.679413824380631	0.641172351238739	0.320586175619369
40	0.635931371075282	0.728137257849435	0.364068628924718
41	0.579749656907653	0.840500686184694	0.420250343092347
42	0.530034443583107	0.939931112833785	0.469965556416893
43	0.511331593679631	0.977336812640737	0.488668406320369
44	0.525327622439185	0.94934475512163	0.474672377560815
45	0.473210080652198	0.946420161304395	0.526789919347802
46	0.418335897205198	0.836671794410397	0.581664102794802
47	0.392804554960412	0.785609109920825	0.607195445039588
48	0.613836987795549	0.772326024408903	0.386163012204451
49	0.600285888197202	0.799428223605596	0.399714111802798
50	0.566773679203294	0.866452641593413	0.433226320796706
51	0.518937117549722	0.962125764900555	0.481062882450277
52	0.46537573771721	0.93075147543442	0.53462426228279
53	0.427530489476855	0.85506097895371	0.572469510523145
54	0.413841508477174	0.827683016954349	0.586158491522826
55	0.36682917303284	0.73365834606568	0.63317082696716
56	0.321757638455291	0.643515276910583	0.678242361544709
57	0.310666794861079	0.621333589722158	0.689333205138921
58	0.367239769127014	0.734479538254028	0.632760230872986
59	0.356672222312653	0.713344444625306	0.643327777687347
60	0.477969904108995	0.95593980821799	0.522030095891005
61	0.427099774761699	0.854199549523397	0.572900225238301
62	0.456654515994874	0.913309031989748	0.543345484005126
63	0.415505287372566	0.831010574745131	0.584494712627434
64	0.464913438486898	0.929826876973796	0.535086561513102
65	0.504710587070479	0.990578825859042	0.495289412929521
66	0.571660532547544	0.856678934904912	0.428339467452456
67	0.540508357478957	0.918983285042086	0.459491642521043
68	0.571160191993693	0.857679616012614	0.428839808006307
69	0.615644048383365	0.76871190323327	0.384355951616635
70	0.688649828905563	0.622700342188873	0.311350171094436
71	0.662432870110273	0.675134259779453	0.337567129889727
72	0.634162311299532	0.731675377400936	0.365837688700468
73	0.817695888436467	0.364608223127065	0.182304111563533
74	0.786072862367028	0.427854275265944	0.213927137632972
75	0.776374595726135	0.447250808547729	0.223625404273865
76	0.738309603185842	0.523380793628315	0.261690396814158
77	0.698359163044077	0.603281673911846	0.301640836955923
78	0.658277051775618	0.683445896448764	0.341722948224382
79	0.623425434527344	0.753149130945312	0.376574565472656
80	0.592536432834156	0.814927134331688	0.407463567165844
81	0.57996496728415	0.840070065431699	0.420035032715850
82	0.535190533668387	0.929618932663226	0.464809466331613
83	0.95091046524874	0.098179069502519	0.0490895347512595
84	0.940666409025855	0.118667181948291	0.0593335909741454
85	0.93017164037499	0.139656719250019	0.0698283596250095
86	0.913144970716923	0.173710058566155	0.0868550292830775
87	0.894907828294658	0.210184343410685	0.105092171705342
88	0.917156836261013	0.165686327477973	0.0828431637389866
89	0.896901918125421	0.206196163749158	0.103098081874579
90	0.87101358821758	0.257972823564838	0.128986411782419
91	0.848119391299544	0.303761217400913	0.151880608700456
92	0.837020221034797	0.325959557930406	0.162979778965203
93	0.823255492924053	0.353489014151894	0.176744507075947
94	0.80373522028936	0.39252955942128	0.19626477971064
95	0.766973996193153	0.466052007613695	0.233026003806847
96	0.773998476971019	0.452003046057963	0.226001523028981
97	0.752393430274116	0.495213139451768	0.247606569725884
98	0.793166688951802	0.413666622096396	0.206833311048198
99	0.794705380048825	0.410589239902351	0.205294619951175
100	0.818512477761955	0.362975044476089	0.181487522238045
101	0.779097979897869	0.441804040204263	0.220902020102131
102	0.789197318745428	0.421605362509144	0.210802681254572
103	0.750319615578945	0.49936076884211	0.249680384421055
104	0.786940202472244	0.426119595055511	0.213059797527756
105	0.779983417486347	0.440033165027306	0.220016582513653
106	0.823767514890454	0.352464970219092	0.176232485109546
107	0.783771049509942	0.432457900980115	0.216228950490058
108	0.740324374493805	0.51935125101239	0.259675625506195
109	0.731124732711183	0.537750534577635	0.268875267288817
110	0.865961177390249	0.268077645219503	0.134038822609751
111	0.83075926313239	0.338481473735220	0.169240736867610
112	0.79081141340138	0.41837717319724	0.20918858659862
113	0.858680760483472	0.282638479033056	0.141319239516528
114	0.854979967733835	0.290040064532329	0.145020032266165
115	0.822606409714813	0.354787180570375	0.177393590285187
116	0.782695383518474	0.434609232963052	0.217304616481526
117	0.824905428711078	0.350189142577844	0.175094571288922
118	0.772261105270916	0.455477789458169	0.227738894729084
119	0.713960234233319	0.572079531533362	0.286039765766681
120	0.674869939609651	0.650260120780698	0.325130060390349
121	0.62356944875981	0.75286110248038	0.37643055124019
122	0.579224635115138	0.841550729769724	0.420775364884862
123	0.558392323832602	0.883215352334796	0.441607676167398
124	0.569262057225896	0.861475885548207	0.430737942774104
125	0.547251846576069	0.905496306847863	0.452748153423931
126	0.46439739660428	0.92879479320856	0.53560260339572
127	0.422785364779619	0.845570729559238	0.577214635220381
128	0.335326298422462	0.670652596844923	0.664673701577538
129	0.244356538327140	0.488713076654281	0.75564346167286
130	0.170764273455846	0.341528546911692	0.829235726544154
131	0.106034373907508	0.212068747815016	0.893965626092492
132	0.0718381973307419	0.143676394661484	0.928161802669258
133	0.0352012167512303	0.0704024335024607	0.96479878324877

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	2	0.0165289256198347	OK