Multiple Linear Regression - Estimated Regression Equation

Career[t] = + 35.6197069170407 -4.20093745979937G[t] + 0.303034366183493PersonalStandards[t] -0.109468762466678PeG[t] + 0.412309083181142ParentalExpectations[t] -0.276661343000588PaG[t] -0.0970531156282461Doubts[t] -0.10921706564172DoG[t] + 0.357180220712839LeadershipPreference[t] + 0.848010745963901LeaderG[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	5.512777	6.4613	0	0
G	-4.20093745979937	6.906744	-0.6082	0.544045	0.272022
PersonalStandards	0.303034366183493	0.322788	0.9388	0.349496	0.174748
PeG	-0.109468762466678	0.219679	-0.4983	0.619068	0.309534
ParentalExpectations	0.412309083181142	0.424045	0.9723	0.332615	0.166308
PaG	-0.276661343000588	0.28108	-0.9843	0.326726	0.163363
Doubts	-0.0970531156282461	0.498395	-0.1947	0.845894	0.422947
DoG	-0.10921706564172	0.32723	-0.3338	0.739073	0.369536
LeadershipPreference	0.357180220712839	1.478073	0.2417	0.809413	0.404707
LeaderG	0.848010745963901	1.062575	0.7981	0.426221	0.21311

Multiple Linear Regression - Regression Statistics
Multiple R	0.383762411540398
R-squared	0.147273588511302
Adjusted R-squared	0.0908431642216089
F-TEST (value)	2.60982600016
F-TEST (DF numerator)	9
F-TEST (DF denominator)	136
p-value	0.00822614597671567
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	5.03782172596273
Sum Squared Residuals	3451.63209299117

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	40.0517669214705	0.948233078529488
2	38	41.2569578881473	-3.25695788814727
3	37	39.9599165256658	-2.95991652566583
4	36	35.4128959998605	0.587104000139511
5	42	39.4300301424968	2.56996985750324
6	44	40.0807972342125	3.91920276578751
7	40	38.8339578469588	1.16604215304124
8	43	41.1213101479667	1.87868985203328
9	40	39.9146953574515	0.0853046425485062
10	45	39.8828668698226	5.11713313017744
11	47	40.8376688054637	6.16233119453627
12	45	44.3200828975791	0.679917102420903
13	45	43.2195333739783	1.78046662602166
14	40	40.7552350902808	-0.755235090280827
15	49	38.8711481726115	10.1288518273885
16	48	42.5003962747737	5.49960372522629
17	44	39.7592356041629	4.24076439583709
18	29	41.5109399043595	-12.5109399043595
19	42	40.413575443516	1.58642455648402
20	45	42.7984334819481	2.20156651805187
21	32	41.778313011923	-9.77831301192297
22	32	41.778313011923	-9.77831301192297
23	41	44.012097508397	-3.01209750839702
24	29	35.2484256767422	-6.24842567674218
25	38	39.6759164677516	-1.67591646775157
26	41	41.0669989778105	-0.0669989778105496
27	38	39.6688090321967	-1.66880903219669
28	24	37.8844236656949	-13.8844236656949
29	34	36.5149914999131	-2.51499149991307
30	38	35.907473726388	2.09252627361203
31	37	38.1811690475746	-1.18116904757464
32	46	40.9898436081772	5.01015639182283
33	48	44.7791771640504	3.22082283594965
34	42	41.1609262919516	0.83907370804844
35	46	40.6437444863356	5.35625551366436
36	43	39.9401909822759	3.05980901772408
37	38	40.4049655966357	-2.40496559663572
38	39	41.4540231427896	-2.45402314278962
39	34	39.0639653325826	-5.0639653325826
40	39	40.1097712547249	-1.10977125472492
41	35	36.2246240993669	-1.22462409936689
42	41	39.3773647098507	1.6226352901493
43	40	38.7491205347596	1.25087946524041
44	43	40.9348219387913	2.06517806120869
45	37	37.4138868521318	-0.413886852131793
46	41	40.0884568302915	0.911543169708499
47	46	40.8373100900525	5.16268990994754
48	26	37.9027332674775	-11.9027332674775
49	41	38.7615067414195	2.2384932585805
50	37	38.6571836692368	-1.65718366923676
51	39	41.5282533685084	-2.52825336850838
52	44	43.230814127693	0.769185872306996
53	39	35.7727400851593	3.22725991484068
54	36	40.7615150518722	-4.7615150518722
55	38	37.6526657418317	0.347334258168281
56	38	37.5904802081863	0.409519791813675
57	38	39.0245893332805	-1.02458933328049
58	32	41.7000337049487	-9.70003370494865
59	33	38.2192420338218	-5.21924203382175
60	46	40.5707581252158	5.42924187478417
61	42	41.319289501561	0.680710498439038
62	42	35.8124800880223	6.18751991197769
63	43	39.876581624792	3.12341837520796
64	41	35.2084377459279	5.79156225407208
65	49	39.2745703892082	9.72542961079182
66	45	40.4339366143436	4.56606338565641
67	39	40.8627886518292	-1.86278865182924
68	45	41.7132877128318	3.28671228716817
69	31	38.8593670020651	-7.85936700206507
70	30	38.8593670020651	-8.85936700206507
71	45	41.4477431811982	3.55225681880176
72	48	44.1110192695734	3.88898073042661
73	28	38.9849816957513	-10.9849816957513
74	35	37.1016091553493	-2.1016091553493
75	38	40.6635564994437	-2.66355649944368
76	39	40.1082609611683	-1.10826096116831
77	40	40.1407775518295	-0.140777551829492
78	38	38.5765610437887	-0.576561043788673
79	42	40.3273041652662	1.67269583473379
80	36	35.4472166356278	0.552783364372157
81	49	42.9056876322373	6.0943123677627
82	41	40.3018265648851	0.698173435114875
83	18	35.8074362766298	-17.8074362766298
84	36	38.1242522860047	-2.12425228600474
85	42	39.2917114954818	2.70828850451819
86	41	42.5977965950046	-1.59779659500457
87	43	39.798859630379	3.20114036962103
88	46	39.8709058953069	6.12909410469313
89	37	41.6075966687924	-4.60759666879241
90	38	39.476578076493	-1.47657807649301
91	43	39.0974253738542	3.90257462614578
92	41	42.8040667762745	-1.80406677627453
93	35	33.8860965652806	1.11390343471943
94	39	39.7592356041629	-0.75923560416291
95	42	39.7551487557213	2.24485124427875
96	36	40.4929412455571	-4.49294124555707
97	35	40.7977804157857	-5.79778041578574
98	33	35.6333896084065	-2.63338960840652
99	36	38.4397192039703	-2.43971920397025
100	48	38.9270632079906	9.07293679200939
101	41	39.6759164677516	1.32408353224843
102	47	39.4669832618784	7.53301673812158
103	41	39.2647999290501	1.73520007094988
104	31	41.1763017763391	-10.1763017763391
105	36	41.6257873760295	-5.62578737602948
106	46	41.5282533685084	4.47174663149162
107	39	38.5222008844282	0.477799115571808
108	44	40.68896565455	3.31103434545002
109	43	37.2472249326154	5.75277506738456
110	32	40.7933119670766	-8.79331196707659
111	40	40.0687312869016	-0.0687312869015939
112	40	39.1545613439759	0.845438656024131
113	46	36.929300224664	9.07069977533604
114	45	39.3292845120816	5.6707154879184
115	39	40.204292557364	-1.20429255736402
116	44	41.3204728936818	2.67952710631819
117	35	40.7243316512186	-5.72433165121862
118	38	38.4694762148061	-0.469476214806086
119	38	36.4785675419777	1.52143245802232
120	36	37.8322217593913	-1.83222175939133
121	42	38.3619226532577	3.63807734674233
122	39	38.719282733164	0.280717266835965
123	41	42.8492800622576	-1.84928006225764
124	41	39.8113299517552	1.18867004824482
125	47	37.6777547572464	9.32224524275363
126	39	38.8847682749401	0.115231725059853
127	40	39.612401462217	0.387598537782964
128	44	40.2439165835801	3.75608341641991
129	42	38.9849810715269	3.01501892847313
130	35	37.7346715188163	-2.73467151881626
131	46	42.6176007258814	3.38239927411862
132	43	37.4932777921814	5.50672220781863
133	40	39.9544037878899	0.0455962121100556
134	44	39.8313683388089	4.16863166119107
135	37	40.3795564415294	-3.37955644152942
136	46	41.3762062631309	4.62379373686914
137	44	42.7984334819481	1.20156651805187
138	35	38.7045899798496	-3.7045899798496
139	39	37.5114208596529	1.48857914034711
140	40	38.2390461646986	1.76095383530144
141	42	39.2917114954818	2.70828850451819
142	37	38.7349135458811	-1.73491354588106
143	29	39.1506187760422	-10.1506187760421
144	33	38.0072882408354	-5.00728824083539
145	35	39.2943824023162	-4.29438240231621
146	42	35.5361486784999	6.4638513215001

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
13	0.222726010072441	0.445452020144883	0.777273989927559
14	0.104911851062311	0.209823702124621	0.89508814893769
15	0.0607921959365321	0.121584391873064	0.939207804063468
16	0.032058470515404	0.0641169410308081	0.967941529484596
17	0.0138983003929115	0.0277966007858231	0.986101699607088
18	0.0192741630303373	0.0385483260606745	0.980725836969663
19	0.00884401228339734	0.0176880245667947	0.991155987716603
20	0.00996131814070038	0.0199226362814008	0.9900386818593
21	0.0843062676143178	0.168612535228636	0.915693732385682
22	0.114335458055712	0.228670916111424	0.885664541944288
23	0.13541826773343	0.270836535466859	0.86458173226657
24	0.169064059496961	0.338128118993923	0.830935940503039
25	0.12193454765135	0.2438690953027	0.87806545234865
26	0.182101601421231	0.364203202842462	0.817898398578769
27	0.13907807363867	0.278156147277339	0.86092192636133
28	0.621037874841069	0.757924250317862	0.378962125158931
29	0.603488191054637	0.793023617890726	0.396511808945363
30	0.548447136642919	0.903105726714162	0.451552863357081
31	0.484928519755574	0.969857039511149	0.515071480244426
32	0.480730407303472	0.961460814606945	0.519269592696528
33	0.644187154750401	0.711625690499198	0.355812845249599
34	0.606391146159902	0.787217707680196	0.393608853840098
35	0.649601326865171	0.700797346269657	0.350398673134829
36	0.646978784911588	0.706042430176824	0.353021215088412
37	0.604631319162944	0.790737361674112	0.395368680837056
38	0.551305692928366	0.897388614143267	0.448694307071634
39	0.694334016351724	0.611331967296552	0.305665983648276
40	0.642099869367798	0.715800261264404	0.357900130632202
41	0.603125044868103	0.793749910263793	0.396874955131897
42	0.579236464186939	0.841527071626121	0.420763535813061
43	0.54390772418148	0.91218455163704	0.45609227581852
44	0.494023412244684	0.988046824489368	0.505976587755316
45	0.4456656700596	0.8913313401192	0.5543343299404
46	0.391013164590026	0.782026329180052	0.608986835409974
47	0.413367987268829	0.826735974537658	0.586632012731171
48	0.643390809277535	0.713218381444929	0.356609190722465
49	0.607278557250762	0.785442885498477	0.392721442749238
50	0.556800571747537	0.886398856504927	0.443199428252463
51	0.514210499507659	0.971579000984681	0.485789500492341
52	0.46114638365737	0.92229276731474	0.53885361634263
53	0.43061905186982	0.86123810373964	0.56938094813018
54	0.421187630753123	0.842375261506246	0.578812369246877
55	0.376450182878271	0.752900365756542	0.623549817121729
56	0.328692303635759	0.657384607271518	0.671307696364241
57	0.285399119795235	0.57079823959047	0.714600880204765
58	0.402741648376145	0.80548329675229	0.597258351623855
59	0.391005843678265	0.78201168735653	0.608994156321735
60	0.383581853895241	0.767163707790483	0.616418146104759
61	0.336759644709623	0.673519289419246	0.663240355290377
62	0.357450874182343	0.714901748364686	0.642549125817657
63	0.331390232621407	0.662780465242814	0.668609767378593
64	0.374613183053846	0.749226366107692	0.625386816946154
65	0.503479214455897	0.993041571088205	0.496520785544103
66	0.512700162488297	0.974599675023405	0.487299837511703
67	0.470924801974617	0.941849603949235	0.529075198025383
68	0.438216777773296	0.876433555546591	0.561783222226704
69	0.491932303021466	0.983864606042933	0.508067696978534
70	0.585038803424187	0.829922393151625	0.414961196575813
71	0.558307760132009	0.883384479735981	0.441692239867991
72	0.544494641763406	0.911010716473187	0.455505358236594
73	0.752888333866796	0.494223332266409	0.247111666133204
74	0.717157980032184	0.565684039935632	0.282842019967816
75	0.688001025035434	0.623997949929132	0.311998974964566
76	0.644520357292046	0.710959285415907	0.355479642707954
77	0.598468754566761	0.803062490866478	0.401531245433239
78	0.549955829755317	0.900088340489366	0.450044170244683
79	0.5114469032917	0.9771061934166	0.4885530967083
80	0.467481789639686	0.934963579279371	0.532518210360314
81	0.515445213077283	0.969109573845435	0.484554786922717
82	0.468395887922672	0.936791775845343	0.531604112077328
83	0.94954442494203	0.10091115011594	0.0504555750579702
84	0.937521608810133	0.124956782379735	0.0624783911898675
85	0.927163919157779	0.145672161684443	0.0728360808422213
86	0.907995974326328	0.184008051347344	0.092004025673672
87	0.894257980942821	0.211484038114357	0.105742019057179
88	0.911028922258386	0.177942155483228	0.088971077741614
89	0.90315159783248	0.193696804335042	0.096848402167521
90	0.88188424496511	0.236231510069781	0.11811575503489
91	0.87930792582698	0.241384148346041	0.120692074173021
92	0.851379643869759	0.297240712260482	0.148620356130241
93	0.818352494417109	0.363295011165782	0.181647505582891
94	0.786746658791948	0.426506682416104	0.213253341208052
95	0.753114399956645	0.49377120008671	0.246885600043355
96	0.741430314883097	0.517139370233805	0.258569685116903
97	0.778747365308242	0.442505269383516	0.221252634691758
98	0.776563552957149	0.446872894085701	0.223436447042851
99	0.787374157508573	0.425251684982854	0.212625842491427
100	0.854538973065024	0.290922053869952	0.145461026934976
101	0.8204456104317	0.359108779136602	0.179554389568301
102	0.824249053079628	0.351501893840745	0.175750946920372
103	0.786381663157786	0.427236673684429	0.213618336842214
104	0.861240065122817	0.277519869754365	0.138759934877183
105	0.886066129278044	0.227867741443911	0.113933870721956
106	0.87917972494163	0.241640550116741	0.120820275058371
107	0.857032526781039	0.285934946437922	0.142967473218961
108	0.83874320103364	0.32251359793272	0.16125679896636
109	0.826690756299123	0.346618487401755	0.173309243700877
110	0.926033625725731	0.147932748548538	0.0739663742742688
111	0.921524386842721	0.156951226314558	0.078475613157279
112	0.896243905487134	0.207512189025732	0.103756094512866
113	0.908689616514876	0.182620766970248	0.0913103834851242
114	0.884045430213445	0.231909139573111	0.115954569786555
115	0.84615683895036	0.307686322099279	0.15384316104964
116	0.871771289343516	0.256457421312968	0.128228710656484
117	0.88292777994449	0.234144440111019	0.117072220055509
118	0.84837280711201	0.303254385775979	0.151627192887989
119	0.799266925093616	0.401466149812769	0.200733074906384
120	0.767342058345778	0.465315883308445	0.232657941654222
121	0.706325698297919	0.587348603404161	0.293674301702081
122	0.643908260892058	0.712183478215885	0.356091739107942
123	0.563349118504408	0.873301762991183	0.436650881495592
124	0.511350749395989	0.977298501208022	0.488649250604011
125	0.916317950082277	0.167364099835446	0.0836820499177228
126	0.875966169237377	0.248067661525245	0.124033830762623
127	0.928407824692615	0.143184350614769	0.0715921753073847
128	0.881209621398124	0.237580757203751	0.118790378601876
129	0.813574938030252	0.372850123939496	0.186425061969748
130	0.890780348488789	0.218439303022422	0.109219651511211
131	0.928123454598796	0.143753090802408	0.071876545401204
132	0.963257276942148	0.0734854461157039	0.0367427230578519
133	0.896272962884385	0.207454074231231	0.103727037115615

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	4	0.0330578512396694	OK
10% type I error level	6	0.0495867768595041	OK