Multiple Linear Regression - Estimated Regression Equation

Career[t] = + 31.7622562372553 + 0.188776879139715PersonalStandards[t] + 0.0437388904055657ParentalExpectations[t] -0.218043009341138Doubts[t] + 1.40702742932656LeadershipPreference[t] + 0.00608276680367076t + 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)	31.7622562372553	3.493424	9.092	0	0
PersonalStandards	0.188776879139715	0.106859	1.7666	0.079475	0.039738
ParentalExpectations	0.0437388904055657	0.128329	0.3408	0.733739	0.366869
Doubts	-0.218043009341138	0.155328	-1.4038	0.162605	0.081302
LeadershipPreference	1.40702742932656	0.483551	2.9098	0.004209	0.002104
t	0.00608276680367076	0.010123	0.6009	0.548887	0.274443

Multiple Linear Regression - Regression Statistics
Multiple R	0.370926417662263
R-squared	0.137586407319759
Adjusted R-squared	0.106785921866894
F-TEST (value)	4.46702073999156
F-TEST (DF numerator)	5
F-TEST (DF denominator)	140
p-value	0.000831035690440629
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.99345534545331
Sum Squared Residuals	3490.84348018507

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	39.4025395425448	1.59746045745523
2	38	40.815649738675	-2.81564973867502
3	37	39.6453323402348	-2.64533234023484
4	36	35.3834127609177	0.616587239082285
5	42	39.5118084424213	2.48819155757866
6	44	39.1097786584712	4.89022134152881
7	40	37.8844410002572	2.11555899974275
8	43	40.8084074490915	2.19159255090852
9	40	39.8696337677167	0.130366232283254
10	45	39.4103643856367	5.58963561436328
11	47	40.839184404747	6.16081559525302
12	45	43.9689960405714	1.03100395942859
13	45	42.2483886605857	2.75161133941434
14	40	40.7436049515849	-0.743604951584918
15	49	38.2505567368938	10.7494432631062
16	48	43.8634133219428	4.13658667805722
17	44	40.1208940988033	3.87910590119672
18	29	40.4324976557592	-11.4324976557592
19	42	39.7127492593059	2.28725074069413
20	45	41.3435716318837	3.65642836811631
21	32	41.8146859377779	-9.81468593777792
22	32	41.8207687045816	-9.82076870458159
23	41	43.3984593228482	-2.39845932284823
24	29	36.0868435470942	-7.08684354709424
25	38	39.662409298903	-1.66240929890304
26	41	40.0753119541876	0.92468804581244
27	38	39.9501780497745	-1.95017804977453
28	24	37.7060068702954	-13.7060068702954
29	34	36.7987084343778	-2.79870843437778
30	38	35.8306686228016	2.16933137719837
31	37	37.5795377917654	-0.579537791765378
32	46	41.3741186053951	4.62588139460486
33	48	43.8790117439005	4.12098825609951
34	42	40.7774618970541	1.22253810294593
35	46	40.6671213626383	5.33287863736168
36	43	39.9740991482371	3.02590085176287
37	38	40.3747381585732	-2.37473815857322
38	39	40.7866687613779	-1.78666876137791
39	34	40.2704906140616	-6.27049061406156
40	39	39.6665038530405	-0.66650385304052
41	35	36.1905711925498	-1.19057119254978
42	41	39.9420089589636	1.05799104103642
43	40	38.4803229207821	1.51967707921786
44	43	39.0376677216112	3.9623322783888
45	37	37.0430147969303	-0.0430147969303161
46	41	40.2262334204624	0.773766579537602
47	46	40.9288914434221	5.07110855657792
48	26	37.8582209988432	-11.8582209988432
49	41	38.2418575239263	2.75814247607372
50	37	38.8718311360721	-1.87183113607211
51	39	41.201183092866	-2.20118309286602
52	44	42.9770536772784	1.0229463227216
53	39	35.8985392911589	3.10146070884111
54	36	40.871143765199	-4.87114376519902
55	38	37.4083912026395	0.591608797360536
56	38	36.9242739208694	1.07572607913057
57	38	39.4199997654584	-1.41999976545840
58	32	41.5904265934032	-9.5904265934032
59	33	38.1283810730274	-5.12838107302742
60	46	39.9180729749572	6.08192702504275
61	42	40.8545394297352	1.14546057026482
62	42	36.1430331240115	5.85696687598853
63	43	40.1103047845107	2.8896952154893
64	41	34.9064449144547	6.09355508554534
65	49	40.0793726472987	8.92062735270125
66	45	39.317763642802	5.68223635719801
67	39	40.7167319116216	-1.71673191162163
68	45	42.2311412060805	2.76885879391955
69	31	38.3201048024877	-7.32010480248768
70	30	38.3261875692914	-8.32618756929135
71	45	41.1031719244318	3.89682807556822
72	48	42.4153036320266	5.58469636797344
73	28	38.1383256724161	-10.1383256724161
74	35	37.5094910117051	-2.50949101170507
75	38	40.6640949477224	-2.66409494772242
76	39	40.4659560227024	-1.4659560227024
77	40	40.2549678326448	-0.254967832644762
78	38	38.9527925434016	-0.952792543401607
79	42	38.2764419813599	3.72355801864015
80	36	35.3083179209858	0.691682079014167
81	49	43.8062800572349	5.19371994276512
82	41	40.6912295026641	0.308770497335859
83	18	35.9224835988106	-17.9224835988106
84	36	38.1344402019052	-2.13444020190521
85	42	38.9107546881586	3.08924531184143
86	41	42.7773684699155	-1.77736846991549
87	43	40.0540136009348	2.94598639906523
88	46	39.7722295055258	6.22777049447415
89	37	40.8216072608941	-3.82160726089410
90	38	39.1161138606988	-1.11611386069877
91	43	40.8923152780047	2.10768472199529
92	41	43.0319080800787	-2.03190808007865
93	35	34.7178200487262	0.282179951273831
94	39	40.5892671426859	-1.58926714268593
95	42	39.7100079972943	2.28999200270571
96	36	39.8325038422170	-3.83250384221696
97	35	41.3038256889569	-6.3038256889569
98	33	36.2909518132963	-3.29095181329628
99	36	38.3421050051797	-2.34210500517969
100	48	39.4220415530223	8.57795844697767
101	41	40.124699575982	0.875300424017985
102	47	38.5652264401011	8.43477355989893
103	41	39.2386081097589	1.76139189024108
104	31	42.2764579116633	-11.2764579116633
105	36	41.4855930000655	-5.48559300006554
106	46	41.5357352670679	4.46426473293209
107	39	38.2866074833381	0.713392516661932
108	44	40.9233585126464	3.07664148735360
109	43	37.3287480592839	5.67125194071613
110	32	41.4423503707902	-9.44235037079021
111	40	40.7496487661822	-0.749648766182157
112	40	39.3081463809892	0.691853619010763
113	46	37.3084237831102	8.69157621688976
114	45	39.4216110129252	5.57838898707484
115	39	40.936020307384	-1.93602030738398
116	44	41.9589924904932	2.04100750950679
117	35	39.9895080752955	-4.98950807529546
118	38	37.9054888643409	0.0945111356591246
119	38	36.6357608730347	1.36423912696532
120	36	37.5973402377987	-1.59734023779867
121	42	38.2729968453097	3.72700315469028
122	39	39.9182919780917	-0.918291978091683
123	41	43.3362457095252	-2.33624570952517
124	41	39.68347920505	1.31652079494998
125	47	39.0530868717700	7.94691312823004
126	39	39.0289314558924	-0.0289314558923762
127	40	39.8329441766777	0.167055823322273
128	44	40.5224221017062	3.47757789829377
129	42	39.7434797790629	2.25652022093707
130	35	38.850984936243	-3.85098493624303
131	46	43.1083325742106	2.89166742578945
132	43	37.9903269897991	5.00967301020087
133	40	40.5788652986934	-0.57886529869339
134	44	40.4264093690386	3.57359063096141
135	37	40.9123170449301	-3.91231704493011
136	46	41.0782311704652	4.92176882953479
137	44	42.0552553479132	1.94474465208683
138	35	39.0157395389983	-4.01573953899826
139	39	37.5707353762767	1.42926462372334
140	40	38.6783247822546	1.32167521774537
141	42	39.2513896291641	2.74861037083587
142	37	39.3301465836812	-2.33014658368124
143	29	40.0167741738678	-11.0167741738678
144	33	38.2408054781143	-5.24080547811429
145	35	40.3196569045297	-5.31965690452968
146	42	35.9146434414381	6.08535655856194

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.227457998266173	0.454915996532346	0.772542001733827
10	0.120985996183421	0.241971992366841	0.87901400381658
11	0.060086004543474	0.120172009086948	0.939913995456526
12	0.0256372195817378	0.0512744391634755	0.974362780418262
13	0.0105573272206529	0.0211146544413058	0.989442672779347
14	0.00634892685450191	0.0126978537090038	0.993651073145498
15	0.0281914269115133	0.0563828538230267	0.971808573088487
16	0.0159552021939422	0.0319104043878843	0.984044797806058
17	0.00907560567686041	0.0181512113537208	0.99092439432314
18	0.322086110642595	0.644172221285189	0.677913889357405
19	0.322958305747510	0.645916611495021	0.67704169425249
20	0.257671778761508	0.515343557523016	0.742328221238492
21	0.586796054985821	0.826407890028358	0.413203945014179
22	0.7254079866881	0.549184026623801	0.274592013311901
23	0.684278422430127	0.631443155139746	0.315721577569873
24	0.635945115816869	0.728109768366261	0.364054884183131
25	0.60569406377029	0.78861187245942	0.39430593622971
26	0.626604604832169	0.746790790335662	0.373395395167831
27	0.581707180596965	0.83658563880607	0.418292819403035
28	0.78417810590012	0.431643788199761	0.215821894099881
29	0.77360024242392	0.452799515152159	0.226399757576080
30	0.789550517688911	0.420898964622178	0.210449482311089
31	0.765252096984235	0.469495806031531	0.234747903015765
32	0.819369211489672	0.361261577020657	0.180630788510328
33	0.838527388368635	0.32294522326273	0.161472611631365
34	0.810228904579387	0.379542190841226	0.189771095420613
35	0.833150977495169	0.333698045009663	0.166849022504831
36	0.803798750859097	0.392402498281806	0.196201249140903
37	0.764374814282456	0.471250371435088	0.235625185717544
38	0.719179227350202	0.561641545299597	0.280820772649798
39	0.722765242388572	0.554469515222857	0.277234757611428
40	0.674446441224222	0.651107117551555	0.325553558775778
41	0.631963676149035	0.73607264770193	0.368036323850965
42	0.603809183410784	0.792381633178432	0.396190816589216
43	0.570551004921608	0.858897990156784	0.429448995078392
44	0.556252724346702	0.887494551306597	0.443747275653298
45	0.507330078469422	0.985339843061157	0.492669921530578
46	0.456601074374852	0.913202148749703	0.543398925625148
47	0.471732618688816	0.943465237377633	0.528267381311183
48	0.660934275778857	0.678131448442285	0.339065724221143
49	0.641078061079927	0.717843877840146	0.358921938920073
50	0.593879418049488	0.812241163901025	0.406120581950513
51	0.546809073809532	0.906381852380937	0.453190926190468
52	0.499309660527937	0.998619321055873	0.500690339472063
53	0.485304274968008	0.970608549936017	0.514695725031992
54	0.467341541576426	0.934683083152852	0.532658458423574
55	0.427090339316054	0.854180678632109	0.572909660683946
56	0.394344347378861	0.788688694757722	0.605655652621139
57	0.348333156350139	0.696666312700278	0.651666843649861
58	0.458407831902688	0.916815663805377	0.541592168097311
59	0.447365036174678	0.894730072349356	0.552634963825322
60	0.489105589796132	0.978211179592264	0.510894410203868
61	0.446040113113709	0.892080226227418	0.553959886886291
62	0.473619074882744	0.947238149765489	0.526380925117256
63	0.443058458428971	0.886116916857942	0.556941541571029
64	0.468456129594169	0.936912259188339	0.531543870405831
65	0.577940500025611	0.844118999948778	0.422059499974389
66	0.59423583353098	0.81152833293804	0.40576416646902
67	0.551257390548256	0.897485218903488	0.448742609451744
68	0.520525959341149	0.958948081317702	0.479474040658851
69	0.562409287953999	0.875181424092002	0.437590712046001
70	0.630891262814233	0.738217474371534	0.369108737185767
71	0.619151319810877	0.761697360378246	0.380848680189123
72	0.646033594535094	0.707932810929812	0.353966405464906
73	0.759325214576869	0.481349570846262	0.240674785423131
74	0.725070929904225	0.549858140191551	0.274929070095776
75	0.691919493856534	0.616161012286933	0.308080506143466
76	0.648986132874778	0.702027734250444	0.351013867125222
77	0.603091129873587	0.793817740252826	0.396908870126413
78	0.557340778960982	0.885318442078036	0.442659221039018
79	0.547787660060173	0.904424679879654	0.452212339939827
80	0.50443226380856	0.99113547238288	0.49556773619144
81	0.55884829081543	0.88230341836914	0.44115170918457
82	0.518416418137797	0.963167163724406	0.481583581862203
83	0.94541618328173	0.109167633436541	0.0545838167182706
84	0.934340709097778	0.131318581804444	0.0656592909022219
85	0.926373915367213	0.147252169265573	0.0736260846327867
86	0.907944187916559	0.184111624166882	0.0920558120834412
87	0.895822493547362	0.208355012905276	0.104177506452638
88	0.91229436986366	0.175411260272679	0.0877056301363397
89	0.898536805425585	0.202926389148829	0.101463194574415
90	0.875178733492747	0.249642533014506	0.124821266507253
91	0.853281977173142	0.293436045653715	0.146718022826858
92	0.823743839885157	0.352512320229687	0.176256160114843
93	0.793692740738723	0.412614518522555	0.206307259261277
94	0.760022749478536	0.479954501042928	0.239977250521464
95	0.725279982536743	0.549440034926515	0.274720017463257
96	0.703142194498975	0.59371561100205	0.296857805501025
97	0.727846654089985	0.54430669182003	0.272153345910015
98	0.775392144210561	0.449215711578878	0.224607855789439
99	0.781926685554553	0.436146628890893	0.218073314445447
100	0.835571653412115	0.32885669317577	0.164428346587885
101	0.799982491237333	0.400035017525334	0.200017508762667
102	0.815379069425825	0.36924186114835	0.184620930574175
103	0.778230757932635	0.443538484134731	0.221769242067365
104	0.888852063505443	0.222295872989113	0.111147936494557
105	0.912330437801133	0.175339124397733	0.0876695621988667
106	0.899139163792617	0.201721672414766	0.100860836207383
107	0.878238702828778	0.243522594342445	0.121761297171222
108	0.852211117444327	0.295577765111346	0.147788882555673
109	0.842577918730061	0.314844162539878	0.157422081269939
110	0.930387955131977	0.139224089736047	0.0696120448680234
111	0.915247823216512	0.169504353566976	0.0847521767834881
112	0.894440542294716	0.211118915410568	0.105559457705284
113	0.913190679520826	0.173618640958347	0.0868093204791736
114	0.907661509910388	0.184676980179224	0.0923384900896122
115	0.88518615866528	0.229627682669440	0.114813841334720
116	0.856947096295046	0.286105807409907	0.143052903704954
117	0.88109489416703	0.237810211665940	0.118905105832970
118	0.849831489269224	0.300337021461552	0.150168510730776
119	0.812957311348095	0.37408537730381	0.187042688651905
120	0.81592862576943	0.368142748461141	0.184071374230571
121	0.767832753445104	0.464334493109793	0.232167246554896
122	0.755375687094161	0.489248625811677	0.244624312905839
123	0.719218733703758	0.561562532592484	0.280781266296242
124	0.673663176708118	0.652673646583763	0.326336823291882
125	0.692213154351581	0.615573691296837	0.307786845648419
126	0.644214929492162	0.711570141015677	0.355785070507838
127	0.580688364763756	0.838623270472487	0.419311635236244
128	0.512166539271804	0.975666921456392	0.487833460728196
129	0.429069523512879	0.858139047025757	0.570930476487121
130	0.581918238885136	0.836163522229727	0.418081761114864
131	0.517740755401431	0.964518489197138	0.482259244598569
132	0.449496241244478	0.898992482488955	0.550503758755522
133	0.398360322627083	0.796720645254167	0.601639677372917
134	0.2936210521642	0.5872421043284	0.7063789478358
135	0.270692557961984	0.541385115923969	0.729307442038016
136	0.238682070364268	0.477364140728537	0.761317929635732
137	0.322334335869288	0.644668671738575	0.677665664130712

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	0.0310077519379845	OK
10% type I error level	6	0.0465116279069767	OK