Multiple Linear Regression - Estimated Regression Equation

Career[t] = + 35.6197069170407 -1.39109054250955G[t] + 0.20798572444025PersonalStandards[t] -0.0619444415950565PeG[t] + 0.304770109016755ParentalExpectations[t] -0.222891855918395PaG[t] -0.0280035539064598Doubts[t] -0.143741846502613DoG[t] -0.286076268589505LeadershipPreference[t] + 1.16963899061508LeaderG[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)	35.6197069170407	5.253618	6.78	0	0
G	-1.39109054250955	6.622594	-0.2101	0.833944	0.416972
PersonalStandards	0.20798572444025	0.308607	0.6739	0.501496	0.250748
PeG	-0.0619444415950565	0.209717	-0.2954	0.768164	0.384082
ParentalExpectations	0.304770109016755	0.405079	0.7524	0.453137	0.226569
PaG	-0.222891855918395	0.268232	-0.831	0.40746	0.20373
Doubts	-0.0280035539064598	0.475306	-0.0589	0.953105	0.476553
DoG	-0.143741846502613	0.311976	-0.4607	0.645722	0.322861
LeadershipPreference	-0.286076268589505	1.418512	-0.2017	0.840476	0.420238
LeaderG	1.16963899061508	1.01608	1.1511	0.251714	0.125857

Multiple Linear Regression - Regression Statistics
Multiple R	0.360462109240757
R-squared	0.129932932198296
Adjusted R-squared	0.0719284610115152
F-TEST (value)	2.24005028474268
F-TEST (DF numerator)	9
F-TEST (DF denominator)	135
p-value	0.0230062379670575
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.80099053007766
Sum Squared Residuals	3111.68385943587

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	40.2128018045313	0.787198195468745
2	38	41.096364526557	-3.09636452655697
3	37	40.1382385763875	-3.13823857638747
4	42	39.8364296815579	2.16357031844209
5	40	39.1358815956817	0.864118404318318
6	43	41.0144862734586	1.98551372654136
7	40	40.133278147655	-0.133278147655021
8	45	43.3891263702325	1.61087362976753
9	45	42.4381776246544	2.56182237534557
10	44	40.097847700952	3.90215229904804
11	42	40.2858227658338	1.71417723416624
12	32	41.4726799415677	-9.4726799415677
13	32	41.4726799415677	-9.4726799415677
14	41	43.1459029151222	-2.14590291512216
15	38	39.9487779526269	-1.94877795262687
16	38	40.0209298765861	-2.02092987658606
17	24	38.5627338239932	-14.5627338239932
18	46	40.9993201746548	5.00067982534521
19	42	40.9550891441185	1.04491085588148
20	46	40.6789843668528	5.32101563314716
21	43	40.0170330135225	2.98296698647752
22	38	40.4944841718247	-2.49448417182469
23	39	40.109311465018	-1.10931146501796
24	40	39.1903182962893	0.80968170371066
25	37	38.289234879238	-1.28923487923797
26	41	40.292268753445	0.707731246554982
27	46	40.825025649698	5.17497435030197
28	26	38.6527954996296	-12.6527954996296
29	37	39.2834084374057	-2.28340843740568
30	39	41.2601210327537	-2.26012103275372
31	44	42.4662363384403	1.53376366155973
32	38	38.4737350742661	-0.473735074266121
33	38	38.5105132594851	-0.510513259485067
34	38	39.4542854402311	-1.45428544023108
35	33	38.8550109180093	-5.85501091800928
36	43	40.0561657949634	2.94383420503662
37	41	36.5285560625576	4.47144393744243
38	49	39.8009992348549	9.19900076514515
39	45	41.4806688357801	3.51933116421995
40	31	39.1872898308094	-8.18728983080944
41	30	39.1872898308094	-9.18728983080944
42	38	40.6325365604575	-2.63253656045754
43	39	40.2793194305002	-1.27931943050021
44	40	40.2585757416688	-0.258575741668787
45	36	36.7130562575857	-0.713056257585715
46	49	42.506180809502	6.49381919049797
47	41	40.4253607133454	0.574639286654593
48	42	39.5178313086828	2.48216869131722
49	41	42.0618055016809	-1.06180550168093
50	43	40.0049520881614	2.99504791183865
51	46	40.0924646392501	5.90753536074989
52	41	42.23355090209	-1.23355090209000
53	39	40.097847700952	-1.09784770095196
54	42	39.8299836939467	2.17001630605335
55	35	40.7167694097779	-5.71676940977785
56	36	38.9159509539505	-2.91595095395048
57	48	39.4160210563739	8.58397894362615
58	41	39.9487779526269	1.05122204737313
59	47	39.5068139489905	7.49318605100947
60	41	39.6029325555868	1.39706744441323
61	31	41.2175133814592	-10.2175133814592
62	36	41.2648869331604	-5.26488693316044
63	46	41.2601210327537	4.73987896724628
64	44	40.6839447955853	3.31605520441471
65	43	38.0915908329393	4.90840916706071
66	40	40.17106319058	-0.171063190580029
67	40	39.5724625376162	0.42753746238383
68	46	37.8582315273311	8.14176847266893
69	39	40.4205948129387	-1.42059481293868
70	44	41.2583835978269	2.74161640217311
71	38	37.5717832596311	0.42821674036892
72	39	39.414283621447	-0.414283621447033
73	41	42.2720098142729	-1.27200981427295
74	39	39.2721965493877	-0.272196549387701
75	40	39.786758881357	0.213241118643025
76	44	40.3276992001481	3.67230079985193
77	42	39.4801840861207	2.51981591387931
78	46	42.0488561787361	3.95114382126388
79	44	40.0177068827804	3.98229311721957
80	37	40.4430759366969	-3.44307593669693
81	39	38.2940007796447	0.705999220355303
82	40	38.8420615950645	1.15793840493553
83	42	39.5178313086828	2.48216869131722
84	37	39.3011236607572	-2.30112366075721
85	33	38.7530628453374	-5.75306284533743
86	35	39.7545514284595	-4.75455142845955
87	42	36.8929850805329	5.10701491946713
88	36	35.4128959998605	0.587104000139514
89	44	40.0807972342125	3.9192027657875
90	45	39.8828668698226	5.11713313017744
91	47	40.8376688054637	6.16233119453627
92	40	40.7552350902808	-0.755235090280824
93	49	38.8711481726115	10.1288518273885
94	48	42.5003962747737	5.4996037252263
95	29	41.5109399043595	-12.5109399043595
96	45	42.7984334819481	2.20156651805187
97	29	35.2484256767422	-6.24842567674217
98	41	41.0669989778105	-0.0669989778105502
99	34	36.5149914999131	-2.51499149991306
100	38	35.907473726388	2.09252627361203
101	37	38.1811690475746	-1.18116904757464
102	48	44.7791771640503	3.22082283594965
103	39	41.4540231427896	-2.45402314278962
104	34	39.0639653325826	-5.0639653325826
105	35	36.2246240993669	-1.22462409936689
106	41	39.3773647098507	1.62263529014931
107	43	40.9348219387913	2.06517806120869
108	41	38.7615067414195	2.23849325858051
109	39	35.7727400851593	3.22725991484069
110	36	40.7615150518722	-4.7615150518722
111	32	41.7000337049487	-9.70003370494865
112	46	40.5707581252158	5.42924187478417
113	42	41.319289501561	0.680710498439039
114	42	35.8124800880223	6.18751991197769
115	45	40.4339366143436	4.56606338565642
116	39	40.8627886518292	-1.86278865182924
117	45	41.4477431811982	3.55225681880176
118	48	44.1110192695734	3.88898073042661
119	28	38.9849816957513	-10.9849816957513
120	35	37.1016091553493	-2.10160915534929
121	38	38.5765610437887	-0.576561043788678
122	42	40.3273041652662	1.67269583473378
123	36	38.1242522860047	-2.12425228600474
124	37	41.6075966687924	-4.60759666879241
125	38	39.476578076493	-1.47657807649300
126	43	39.0974253738542	3.90257462614578
127	35	33.8860965652806	1.11390343471943
128	36	40.4929412455571	-4.49294124555707
129	33	35.6333896084065	-2.63338960840651
130	39	38.5222008844282	0.477799115571802
131	32	40.7933119670766	-8.79331196707659
132	45	39.3292845120816	5.67071548791841
133	35	40.7243316512186	-5.72433165121862
134	38	38.4694762148061	-0.469476214806086
135	36	37.8322217593913	-1.83222175939134
136	42	38.3619226532577	3.63807734674233
137	41	39.8113299517552	1.18867004824482
138	47	37.6777547572464	9.32224524275364
139	35	37.7346715188163	-2.73467151881626
140	43	37.4932777921814	5.50672220781863
141	40	39.9544037878899	0.0455962121100531
142	46	41.3762062631309	4.62379373686914
143	44	42.7984334819481	1.20156651805187
144	35	38.7045899798496	-3.70458997984960
145	29	39.1506187760422	-10.1506187760422

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
13	0.839064146569973	0.321871706860054	0.160935853430027
14	0.819316656074214	0.361366687851572	0.180683343925786
15	0.718067014927231	0.563865970145538	0.281932985072769
16	0.61303135927393	0.773937281452139	0.386968640726069
17	0.958907348804297	0.082185302391407	0.0410926511957035
18	0.951108017572725	0.0977839648545498	0.0488919824272749
19	0.933089920112493	0.133820159775014	0.0669100798875071
20	0.945430356658354	0.109139286683292	0.0545696433416459
21	0.94153942446569	0.116921151068620	0.0584605755343101
22	0.920650535249232	0.158698929501535	0.0793494647507677
23	0.886943524926092	0.226112950147816	0.113056475073908
24	0.862599100321135	0.274801799357731	0.137400899678865
25	0.824005102261382	0.351989795477236	0.175994897738618
26	0.771329325698651	0.457341348602697	0.228670674301349
27	0.79411638125317	0.41176723749366	0.20588361874683
28	0.937538145855239	0.124923708289523	0.0624618541447614
29	0.915264734833449	0.169470530333102	0.084735265166551
30	0.891234187920086	0.217531624159828	0.108765812079914
31	0.858345697091394	0.283308605817212	0.141654302908606
32	0.825006470903306	0.349987058193388	0.174993529096694
33	0.782055732168924	0.435888535662153	0.217944267831076
34	0.736094025790922	0.527811948418155	0.263905974209078
35	0.723467078913839	0.553065842172321	0.276532921086161
36	0.697365466759693	0.605269066480613	0.302634533240307
37	0.749599473011479	0.500801053977043	0.250400526988521
38	0.847403345608799	0.305193308782403	0.152596654391201
39	0.824055794383479	0.351888411233043	0.175944205616522
40	0.85313122565737	0.293737548685261	0.146868774342631
41	0.894992164181145	0.210015671637711	0.105007835818855
42	0.873034148128499	0.253931703743002	0.126965851871501
43	0.843842589225145	0.312314821549709	0.156157410774855
44	0.80952557982169	0.380948840356619	0.190474420178310
45	0.783549968391808	0.432900063216383	0.216450031608192
46	0.808892738777914	0.382214522444172	0.191107261222086
47	0.770559087061527	0.458881825876947	0.229440912938473
48	0.757919633640022	0.484160732719955	0.242080366359978
49	0.714183969317365	0.571632061365271	0.285816030682635
50	0.690413826513026	0.619172346973948	0.309586173486974
51	0.731461972074955	0.537076055850091	0.268538027925045
52	0.687398113698681	0.625203772602638	0.312601886301319
53	0.652277298213632	0.695445403572736	0.347722701786368
54	0.622783869333176	0.754432261333648	0.377216130666824
55	0.649401564258213	0.701196871483574	0.350598435741787
56	0.632986760964434	0.734026478071132	0.367013239035566
57	0.73424118243215	0.5315176351357	0.26575881756785
58	0.691539148124954	0.616921703750093	0.308460851875046
59	0.762134607196804	0.475730785606392	0.237865392803196
60	0.72371626091367	0.552567478172661	0.276283739086331
61	0.83048341675942	0.339033166481161	0.169516583240581
62	0.842735085369516	0.314529829260968	0.157264914630484
63	0.837415449501562	0.325169100996876	0.162584550498438
64	0.819823633187448	0.360352733625104	0.180176366812552
65	0.816022608814332	0.367954782371336	0.183977391185668
66	0.795780563412481	0.408438873175038	0.204219436587519
67	0.759517073247297	0.480965853505405	0.240482926752703
68	0.796827103068454	0.406345793863091	0.203172896931546
69	0.760899179395832	0.478201641208336	0.239100820604168
70	0.760634409839443	0.478731180321113	0.239365590160557
71	0.719620053924741	0.560759892150519	0.280379946075259
72	0.679779470007867	0.640441059984266	0.320220529992133
73	0.634327048196516	0.731345903606968	0.365672951803484
74	0.588148664162947	0.823702671674107	0.411851335837053
75	0.582702754346024	0.834594491307953	0.417297245653976
76	0.546866005365341	0.906267989269318	0.453133994634659
77	0.502569773713342	0.994860452573316	0.497430226286658
78	0.495273604525162	0.990547209050323	0.504726395474838
79	0.471595064338843	0.943190128677687	0.528404935661157
80	0.432770819305775	0.86554163861155	0.567229180694225
81	0.383473995467074	0.766947990934148	0.616526004532926
82	0.341597927081521	0.683195854163041	0.658402072918479
83	0.301004144316194	0.602008288632389	0.698995855683806
84	0.262401218299569	0.524802436599137	0.737598781700431
85	0.244941677408146	0.489883354816292	0.755058322591854
86	0.220163346007511	0.440326692015022	0.779836653992489
87	0.202212130407627	0.404424260815254	0.797787869592373
88	0.167808769483731	0.335617538967461	0.83219123051627
89	0.147698993465268	0.295397986930536	0.852301006534732
90	0.137793745340805	0.27558749068161	0.862206254659195
91	0.144813184887704	0.289626369775407	0.855186815112296
92	0.117114147610297	0.234228295220593	0.882885852389703
93	0.173809769513536	0.347619539027071	0.826190230486464
94	0.185386718359274	0.370773436718549	0.814613281640726
95	0.333513515356846	0.667027030713693	0.666486484643154
96	0.309353062465572	0.618706124931144	0.690646937534428
97	0.336011751849141	0.672023503698282	0.663988248150859
98	0.320742173599738	0.641484347199476	0.679257826400262
99	0.305669104501333	0.611338209002665	0.694330895498667
100	0.262837047949716	0.525674095899432	0.737162952050284
101	0.222678303678028	0.445356607356056	0.777321696321972
102	0.260912127100032	0.521824254200063	0.739087872899968
103	0.222951722082358	0.445903444164716	0.777048277917642
104	0.248934734799144	0.497869469598288	0.751065265200856
105	0.218679282299213	0.437358564598427	0.781320717700787
106	0.187633757451699	0.375267514903398	0.812366242548301
107	0.157381034257394	0.314762068514789	0.842618965742606
108	0.130206166546045	0.260412333092090	0.869793833453955
109	0.106764808875465	0.213529617750931	0.893235191124535
110	0.0970581699412878	0.194116339882576	0.902941830058712
111	0.200014629223612	0.400029258447223	0.799985370776388
112	0.203653111741878	0.407306223483757	0.796346888258122
113	0.161646526531079	0.323293053062158	0.838353473468921
114	0.167228840216952	0.334457680433905	0.832771159783048
115	0.153984386728712	0.307968773457423	0.846015613271288
116	0.1216531389684	0.2433062779368	0.8783468610316
117	0.101913036406928	0.203826072813856	0.898086963593072
118	0.101169060712949	0.202338121425898	0.898830939287051
119	0.23892414940937	0.47784829881874	0.76107585059063
120	0.192392194071357	0.384784388142714	0.807607805928643
121	0.144473350552784	0.288946701105567	0.855526649447216
122	0.116240321115842	0.232480642231684	0.883759678884158
123	0.0854874894799212	0.170974978959842	0.914512510520079
124	0.0679990819732851	0.135998163946570	0.932000918026715
125	0.0464318176632314	0.0928636353264629	0.953568182336769
126	0.0400015937282922	0.0800031874565844	0.959998406271708
127	0.0238982130383653	0.0477964260767306	0.976101786961635
128	0.0173920647558020	0.0347841295116039	0.982607935244198
129	0.0142722202209904	0.0285444404419807	0.98572777977901
130	0.00808673661285469	0.0161734732257094	0.991913263387145
131	0.0222373387352303	0.0444746774704606	0.97776266126477
132	0.0101899821557542	0.0203799643115083	0.989810017844246

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	6	0.05	NOK
10% type I error level	10	0.0833333333333333	OK