Multiple Linear Regression - Estimated Regression Equation

StudyForCareer[t] = + 32.7983458450465 + 0.174337617831962PersonalStandards[t] + 0.0374239004797307ParentalExpectations[t] -0.228380669837428Doubts[t] + 1.37570543194539LeaderPreference[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)	32.7983458450465	3.288189	9.9746	0	0
PersonalStandards	0.174337617831962	0.105063	1.6594	0.099315	0.049657
ParentalExpectations	0.0374239004797307	0.131469	0.2847	0.776332	0.388166
Doubts	-0.228380669837428	0.156687	-1.4576	0.147233	0.073616
LeaderPreference	1.37570543194539	0.491287	2.8002	0.00584	0.00292

Multiple Linear Regression - Regression Statistics
Multiple R	0.365715483024238
R-squared	0.133747814523651
Adjusted R-squared	0.108639055524337
F-TEST (value)	5.32673934730518
F-TEST (DF numerator)	4
F-TEST (DF denominator)	138
p-value	0.000509654484215694
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	5.01878586322461
Sum Squared Residuals	3475.97319264464

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	39.7898350653408	1.2101649346592
2	38	41.1655404972862	-3.16554049728619
3	37	40.0820908898147	-3.08209088981469
4	36	35.8647434569859	0.135256543014120
5	42	39.9864383399012	2.01356166009877
6	44	39.4504185095567	4.54958149044325
7	40	38.1831475120915	1.8168524879085
8	43	41.1281165968065	1.87188340319354
9	40	40.2104083200285	-0.210408320028492
10	45	39.6996039283482	5.30039607165183
11	47	41.0194570700444	5.98054292995559
12	45	44.1729238288631	0.827076171136855
13	45	42.3820665551509	2.61793344484911
14	40	41.028626779934	-1.02862677993396
15	49	38.5915123049636	10.4084876950364
16	48	43.9781297925464	4.0218702074536
17	44	40.4093879537735	3.59061204622651
18	29	40.7126164245704	-11.7126164245704
19	42	39.8534851276954	2.14651487230465
20	44	41.5861137519739	2.41388624802611
21	35	38.6689615573896	-3.66896155738957
22	32	42.0096367885973	-10.0096367885973
23	32	42.0096367885973	-10.0096367885973
24	41	43.4779497167199	-2.47794971671986
25	29	36.4171573465742	-7.41715734657419
26	38	39.9532000368498	-1.95320003684976
27	41	40.3559183245192	0.644081675480845
28	38	40.24364662308	-2.24364662307996
29	24	37.9211802087334	-13.9211802087334
30	34	37.0643020328556	-3.06430203285562
31	38	36.0925507040722	1.90744929592782
32	37	37.8715478464381	-0.871547846438091
33	46	41.6819913941693	4.31800860583074
34	48	44.0318245140827	3.96817548591735
35	42	40.8664976239176	1.13350237608243
36	46	40.8248881260096	5.17511187399043
37	43	40.141555354741	2.85844464525902
38	38	40.5676798428308	-2.56767984283085
39	39	40.9243779428821	-1.92437794288208
40	34	40.3102464673702	-6.31024646737021
41	39	39.7498097133946	-0.749809713394591
42	35	36.5044387016311	-1.50443870163113
43	41	40.0636625000453	0.936337499954736
44	40	38.5730839151942	1.4269160848058
45	43	39.3265117690531	3.67348823094688
46	37	37.2932561254442	-0.293256125444175
47	41	40.4099613765246	0.590038623475379
48	46	40.9992257438415	5.00077425615846
49	26	38.1085248034139	-12.1085248034140
50	41	38.4572000390779	2.54279996092212
51	37	39.0422788089665	-2.04227880896653
52	39	41.2403882982457	-2.24038829824566
53	44	42.8941067623238	1.10589323767623
54	39	36.0471039392051	2.95289606079485
55	36	40.9457561145872	-4.9457561145872
56	38	37.5504644086229	0.449535591377098
57	38	36.9991910627266	1.00080893727341
58	38	39.4504185095567	-1.45041850955675
59	32	41.5302614617247	-9.53026146172473
60	33	38.2662432697202	-5.26624326972018
61	46	39.9446037497113	6.05539625028867
62	42	40.8789311780150	1.12106882198496
63	42	36.2674617446553	5.73253825534473
64	43	40.0482791640121	2.95172083598791
65	41	35.0512840172598	5.9487159827402
66	49	40.1854179736462	8.81458202635376
67	45	39.4241923476819	5.57580765231807
68	39	40.6879744086573	-1.68797440865734
69	45	42.1631696574752	2.83683034252476
70	31	38.2912336161024	-7.29123361610243
71	30	38.2912336161024	-8.29123361610243
72	45	41.0072486082288	3.99275139177116
73	48	42.3707455783587	5.62925442164133
74	28	38.1679892683402	-10.1679892683402
75	35	37.5670835601486	-2.56708356014864
76	38	40.5884845917848	-2.58848459178484
77	39	40.3847459378605	-1.38474593786045
78	40	40.2023854556412	-0.202385455641188
79	38	38.8321014366166	-0.832101436616619
80	42	38.3547604402697	3.64523955973032
81	36	35.3084923004385	0.691507699561477
82	49	43.6617711067136	5.33822889328639
83	41	40.5590835556924	0.440916444307584
84	18	35.9728295609968	-17.9728295609968
85	36	38.0833093647498	-2.08330936474978
86	42	38.7227795171131	3.27722048288688
87	41	42.5786698297113	-1.57866982971132
88	43	39.936580885324	3.06341911467597
89	46	39.6695404995143	6.3304595004857
90	37	40.7212127117088	-3.72121271170881
91	38	39.0882989965847	-1.08829899658469
92	43	40.6134749381671	2.38652506183290
93	41	42.8070504995487	-1.80705049954875
94	35	34.5939492548338	0.406050745166188
95	42	39.429962091072	2.57003790892803
96	36	39.6873954665326	-3.68739546653261
97	35	41.083905647432	-6.083905647432
98	33	36.2680351674064	-3.2680351674064
99	36	38.1249188626578	-2.12491886265777
100	48	39.3639356695329	8.63606433046715
101	41	39.9532000368498	1.04679996315024
102	47	38.2873963491434	8.71260365085661
103	41	39.0384415420075	1.96155845799251
104	31	42.1467755982314	-11.1467755982314
105	36	41.115683042709	-5.11568304270899
106	46	41.2403882982457	4.75961170175434
107	39	38.0599031643293	0.94009683567069
108	44	40.6965706957958	3.30342930420422
109	43	37.0144445782784	5.98555542172159
110	32	41.0654772576626	-9.06547725766257
111	40	40.4694258414509	-0.469425841450911
112	40	39.1091037455387	0.890896254461311
113	46	37.1035351715790	8.89646482842096
114	45	39.2085935624112	5.79140643758881
115	39	40.6837888112291	-1.68378881122908
116	44	41.6469438528741	2.35305614712591
117	35	39.7414385185381	-4.74143851853807
118	38	37.7138293801319	0.286170619868135
119	38	36.4503956496257	1.54960435037434
120	36	37.3399387058038	-1.33993870580377
121	42	38.0544817514085	3.94551824859152
122	39	39.7704912241613	-0.770491224161283
123	41	42.8899211648955	-1.88992116489551
124	41	39.3595249798227	1.64047502017732
125	47	38.7105710552976	8.28942894470244
126	39	38.6105078156739	0.38949218432607
127	40	39.4717966812619	0.528203318738132
128	44	40.2109817427796	3.78901825722038
129	42	39.5008493868851	2.49915061311492
130	35	38.4988095369859	-3.49880953698587
131	46	42.5534543910472	3.44654560895285
132	43	37.6265480250749	5.37345197492507
133	40	40.0396828768737	-0.0396828768736622
134	44	39.9654084986653	4.03459150133467
135	37	40.4595937388199	-3.45959373881991
136	46	40.6671696597033	5.33283034029665
137	39	37.1685508699075	1.83144913009249
138	40	38.241027831056	1.75897216894399
139	37	38.942788992094	-1.94278899209403
140	29	39.5006242946032	-10.5006242946032
141	33	37.8703120309455	-4.87031203094553
142	35	39.9490144394215	-4.94901443942151
143	42	35.6867936644768	6.31320633552321

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.20569609932454	0.41139219864908	0.79430390067546
9	0.121640829292750	0.243281658585499	0.87835917070725
10	0.0667930002726221	0.133586000545244	0.933206999727378
11	0.0315447589391750	0.0630895178783501	0.968455241060825
12	0.0140102291448438	0.0280204582896875	0.985989770855156
13	0.00666216294255826	0.0133243258851165	0.993337837057442
14	0.00274139446716000	0.00548278893431999	0.99725860553284
15	0.0282107566452222	0.0564215132904445	0.971789243354778
16	0.0164977695155477	0.0329955390310953	0.983502230484452
17	0.00929135592084342	0.0185827118416868	0.990708644079157
18	0.255029770747557	0.510059541495113	0.744970229252443
19	0.278828170611487	0.557656341222975	0.721171829388513
20	0.217753951803760	0.435507903607521	0.78224604819624
21	0.170123790053772	0.340247580107545	0.829876209946228
22	0.52561464929379	0.94877070141242	0.47438535070621
23	0.729309336976603	0.541381326046793	0.270690663023397
24	0.673896907161858	0.652206185676284	0.326103092838142
25	0.761537961007974	0.476924077984052	0.238462038992026
26	0.708695561715563	0.582608876568874	0.291304438284437
27	0.660889420097674	0.678221159804651	0.339110579902326
28	0.601799677375223	0.796400645249553	0.398200322624777
29	0.895904988991119	0.208190022017762	0.104095011008881
30	0.869155530786472	0.261688938427056	0.130844469213528
31	0.850674639716314	0.298650720567372	0.149325360283686
32	0.813825565929754	0.372348868140492	0.186174434070246
33	0.814062555500532	0.371874888998937	0.185937444499468
34	0.805657362013399	0.388685275973202	0.194342637986601
35	0.764467626767877	0.471064746464246	0.235532373232123
36	0.768894389486124	0.462211221027752	0.231105610513876
37	0.728718561739882	0.542562876520237	0.271281438260118
38	0.689363355375915	0.621273289248169	0.310636644624085
39	0.64259651631462	0.714806967370761	0.357403483685380
40	0.679662891142391	0.640674217715218	0.320337108857609
41	0.630371266955897	0.739257466088207	0.369628733044103
42	0.580634608629585	0.83873078274083	0.419365391370415
43	0.536729761436859	0.926540477126281	0.463270238563141
44	0.491473320181855	0.98294664036371	0.508526679818145
45	0.466138507571625	0.93227701514325	0.533861492428375
46	0.416530548675527	0.833061097351055	0.583469451324473
47	0.365828802528282	0.731657605056563	0.634171197471718
48	0.367590480334007	0.735180960668014	0.632409519665993
49	0.579874753862139	0.840250492275722	0.420125246137861
50	0.55199407413055	0.8960118517389	0.44800592586945
51	0.505639385431425	0.98872122913715	0.494360614568575
52	0.462437073860794	0.924874147721588	0.537562926139206
53	0.413451318607395	0.82690263721479	0.586548681392605
54	0.392043890261153	0.784087780522307	0.607956109738847
55	0.38287293675074	0.76574587350148	0.61712706324926
56	0.342576496534445	0.685152993068891	0.657423503465555
57	0.311299065281302	0.622598130562603	0.688700934718699
58	0.271965930946886	0.543931861893773	0.728034069053114
59	0.397711514000532	0.795423028001064	0.602288485999468
60	0.395841210041014	0.791682420082028	0.604158789958986
61	0.41843261307624	0.83686522615248	0.58156738692376
62	0.373279229301257	0.746558458602514	0.626720770698743
63	0.391408543366494	0.782817086732989	0.608591456633505
64	0.358589442388606	0.717178884777212	0.641410557611394
65	0.377184234458326	0.754368468916651	0.622815765541674
66	0.476321001923766	0.952642003847532	0.523678998076234
67	0.483164945521744	0.966329891043489	0.516835054478256
68	0.440045115752154	0.880090231504308	0.559954884247846
69	0.405740365092623	0.811480730185246	0.594259634907377
70	0.455607419728473	0.911214839456946	0.544392580271527
71	0.539727499138264	0.920545001723472	0.460272500861736
72	0.521890081334246	0.956219837331508	0.478109918665754
73	0.541138864164847	0.917722271670305	0.458861135835152
74	0.679312005831201	0.641375988337598	0.320687994168799
75	0.645487115982475	0.70902576803505	0.354512884017525
76	0.612842503973591	0.774314992052817	0.387157496026409
77	0.568015199186862	0.863969601626276	0.431984800813138
78	0.519647641360737	0.960704717278525	0.480352358639263
79	0.472466225739499	0.944932451478999	0.5275337742605
80	0.457677151253960	0.915354302507921	0.54232284874604
81	0.413450601522614	0.826901203045229	0.586549398477386
82	0.458661791211851	0.917323582423702	0.541338208788149
83	0.414041658624579	0.828083317249158	0.585958341375421
84	0.930635691846233	0.138728616307533	0.0693643081537666
85	0.917335345062322	0.165329309875356	0.082664654937678
86	0.905401764285274	0.189196471429452	0.094598235714726
87	0.883129043462344	0.233741913075312	0.116870956537656
88	0.868569734383122	0.262860531233756	0.131430265616878
89	0.884077803622432	0.231844392755137	0.115922196377568
90	0.86776292255654	0.264474154886920	0.132237077443460
91	0.8407516617468	0.3184966765064	0.1592483382532
92	0.813904180960628	0.372191638078743	0.186095819039372
93	0.779055215458174	0.441889569083652	0.220944784541826
94	0.743405520337671	0.513188959324657	0.256594479662329
95	0.707398879989082	0.585202240021835	0.292601120010918
96	0.683341483023322	0.633317033953356	0.316658516976678
97	0.700470876382504	0.599058247234992	0.299529123617496
98	0.749065865712429	0.501868268575142	0.250934134287571
99	0.73891213522459	0.522175729550819	0.261087864775410
100	0.815781267916886	0.368437464166229	0.184218732083114
101	0.779092881564418	0.441814236871164	0.220907118435582
102	0.798635349294715	0.40272930141057	0.201364650705285
103	0.759389836035727	0.481220327928547	0.240610163964273
104	0.858074406410861	0.283851187178278	0.141925593589139
105	0.866354437301629	0.267291125396743	0.133645562698371
106	0.86132432240618	0.277351355187641	0.138675677593821
107	0.826664525282621	0.346670949434757	0.173335474717379
108	0.80412091294143	0.391758174117141	0.195879087058571
109	0.809099423949612	0.381801152100776	0.190900576050388
110	0.877813362222292	0.244373275555416	0.122186637777708
111	0.843361091697746	0.313277816604508	0.156638908302254
112	0.802783162349905	0.394433675300190	0.197216837650095
113	0.87027131815881	0.25945736368238	0.12972868184119
114	0.874397180394518	0.251205639210964	0.125602819605482
115	0.83956674356422	0.320866512871559	0.160433256435779
116	0.81407857242034	0.371842855159319	0.185921427579660
117	0.817689589976894	0.364620820046212	0.182310410023106
118	0.767501088111567	0.464997823776866	0.232498911888433
119	0.709916842589217	0.580166314821566	0.290083157410783
120	0.658858473597584	0.682283052804832	0.341141526402416
121	0.610528433904082	0.778943132191836	0.389471566095918
122	0.538384177099891	0.923231645800219	0.461615822900109
123	0.464775958233355	0.92955191646671	0.535224041766645
124	0.387960876193185	0.77592175238637	0.612039123806815
125	0.508857154275379	0.982285691449243	0.491142845724621
126	0.426067426507824	0.852134853015648	0.573932573492176
127	0.342122922162054	0.684245844324109	0.657877077837945
128	0.332515011331952	0.665030022663904	0.667484988668048
129	0.263159256719035	0.526318513438069	0.736840743280965
130	0.197952883415036	0.395905766830071	0.802047116584964
131	0.327804315889824	0.655608631779648	0.672195684110176
132	0.249597574529497	0.499195149058994	0.750402425470503
133	0.223368800209415	0.446737600418831	0.776631199790584
134	0.194484117829710	0.388968235659420	0.80551588217029
135	0.119511060150797	0.239022120301595	0.880488939849203

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	1	0.0078125	OK
5% type I error level	5	0.0390625	OK
10% type I error level	7	0.0546875	OK