Multiple Linear Regression - Estimated Regression Equation

ParentalExpectations[t] = + 7.64931751839037 + 0.207693455751869`PersonalStandards `[t] + 0.00758410824477988t + 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)	7.64931751839037	1.548061	4.9412	2e-06	1e-06
`PersonalStandards `	0.207693455751869	0.063447	3.2735	0.001308	0.000654
t	0.00758410824477988	0.005811	1.3052	0.193758	0.096879

Multiple Linear Regression - Regression Statistics
Multiple R	0.263673688616257
R-squared	0.0695238140685031
Adjusted R-squared	0.0575946321975864
F-TEST (value)	5.82804544526245
F-TEST (DF numerator)	2
F-TEST (DF denominator)	156
p-value	0.00362251737467945
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.34479026414091
Sum Squared Residuals	1745.26901813033

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	11	12.64154456468	-1.64154456468001
2	7	12.8568221286767	-5.85682212867666
3	17	13.9028735156808	3.09712648431922
4	10	11.625829610655	-1.625829610655
5	12	12.2564940861554	-0.256494086155389
6	12	12.2640781944002	-0.264078194400169
7	11	12.8947426699006	-1.89474266990056
8	11	12.4869398666416	-1.4869398666416
9	12	11.2483632403752	0.751636759624836
10	13	12.0867211716274	0.91327882837258
11	14	11.6789183683685	2.32108163163154
12	16	11.6865024766132	4.31349752338676
13	11	10.8633127618505	0.136687238149455
14	10	11.0785903258472	-1.07859032584719
15	11	12.5400286243551	-1.54002862435506
16	15	13.3783865556073	1.62161344439269
17	9	12.3475033850927	-3.34750338509275
18	11	10.6935398473226	0.306460152677425
19	17	12.3626716015823	4.63732839841769
20	17	12.577949165579	4.42205083442104
21	11	12.5855332738237	-1.58553327382374
22	18	12.1777304705648	5.82226952943522
23	14	11.7699276673058	2.23007233269418
24	10	11.5698183197987	-1.56981831979873
25	11	11.9927893395472	-0.992789339547249
26	15	12.6234538150476	2.37654618495236
27	15	13.0464248347962	1.95357516520385
28	13	11.8078482085297	1.19215179147028
29	16	12.8538995955338	3.14610040446616
30	13	12.4460967922749	0.553903207725114
31	9	13.0767612677753	-4.07676126777527
32	18	13.2920388317719	4.70796116822808
33	18	13.9227033072723	4.07729669272769
34	12	14.5533677827727	-2.5533677827727
35	17	13.1070977007544	3.89290229924561
36	9	13.9454556320066	-4.94545563200665
37	9	13.7453462844996	-4.74534628449956
38	12	11.4683023794738	0.53169762052622
39	18	13.7605145009891	4.23948549901088
40	12	13.9757920649858	-1.97579206498577
41	18	13.3602958059749	4.63970419402506
42	14	13.1601864584679	0.839813541532148
43	15	10.8831425534421	4.11685744655793
44	16	13.1753546749574	2.82464532504259
45	10	13.3906322389541	-3.39063223895406
46	11	12.1520556126876	-1.15205561268763
47	14	11.7442528094287	2.25574719057133
48	9	14.6595452981996	-5.65954529819961
49	12	13.2132752161813	-1.21327521618131
50	17	13.2208593244261	3.77914067557391
51	5	12.8130565211671	-7.81305652116713
52	12	12.4052537179082	-0.405253717908175
53	12	12.2051443704011	-0.205144370401085
54	6	11.1742611998865	-5.17426119988652
55	24	14.2972471444093	9.70275285559067
56	12	13.0586705181429	-1.0586705181429
57	12	13.4816415378914	-1.48164153789142
58	14	13.0738387346325	0.926161265367539
59	7	12.6660359313735	-5.6660359313735
60	13	11.0120723936033	1.98792760639667
61	12	13.0965910593668	-1.0965910593668
62	13	13.1041751676116	-0.104175167611581
63	14	13.1117592758564	0.88824072414364
64	8	13.1193433841011	-5.11934338410114
65	11	12.0884602135866	-1.08846021358658
66	9	14.5883657908538	-5.58836579085378
67	11	12.7267087973317	-1.72670879733174
68	13	13.7727601843359	-0.772760184335867
69	10	12.1187966465657	-2.11879664656569
70	11	13.3725414893217	-2.37254148932169
71	12	12.3416583188071	-0.341658318807123
72	9	12.5569358828038	-3.55693588280377
73	15	13.8106807255598	1.18931927444023
74	18	12.9874910107971	5.01250898920293
75	15	13.4104620305456	1.58953796945441
76	12	12.379578860031	-0.379578860031023
77	13	12.5948564240277	0.405143575972328
78	14	12.8101339880243	1.18986601197568
79	10	13.025411552021	-3.02541155202097
80	13	13.4483825717695	-0.448382571769488
81	13	13.4559666800143	-0.455966680014267
82	11	11.8020031422441	-0.802003142244095
83	13	12.2249741619926	0.775025838007387
84	16	13.4787190047486	2.52128099525139
85	8	12.2401423784822	-4.24014237848217
86	16	12.4554199424788	3.54458005752118
87	11	13.7091647852348	-2.70916478523482
88	9	13.093668526224	-4.09366852622399
89	16	13.9320264574762	2.06797354252376
90	12	11.8626760082023	0.137323991797666
91	14	11.8702601164471	2.12973988355289
92	8	12.2932311361956	-4.29323113619563
93	9	11.8854283329367	-2.88542833293667
94	15	12.9314797199408	2.0685202800592
95	11	12.7313703724337	-1.73137037243371
96	21	15.023582493949	5.97641750605095
97	14	12.7465385889233	1.25346141107673
98	18	12.7541226971681	5.24587730283195
99	12	12.1386264381572	-0.138626438157222
100	13	12.146210546402	0.853789453597998
101	15	13.1922619334061	1.80773806659387
102	12	12.3690722186434	-0.369072218643431
103	19	12.5843497826401	6.41565021735992
104	15	12.7996273466367	2.20037265336327
105	11	12.5995179991296	-1.59951799912964
106	11	11.9840217401188	-0.984021740118812
107	10	12.1992993041155	-2.19929930411546
108	13	12.4145768681121	0.58542313188789
109	15	13.0452413436125	1.9547586563875
110	12	11.5989712615942	0.401028738405806
111	12	11.3988619140871	0.601138085912896
112	16	12.2372198453394	3.76278015466064
113	9	13.4909646880954	-4.49096468809536
114	18	15.7831768096107	2.2168231903893
115	8	14.5446001833443	-6.54460018334426
116	13	12.8906366455741	0.109363354425913
117	17	13.7289945768263	3.27100542317366
118	9	12.6981114063118	-3.69811140631178
119	15	13.1210824260603	1.8789175739397
120	8	11.2594254325383	-3.25942543253825
121	7	13.9670244655573	-6.96702446555733
122	12	12.1053674720353	-0.10536747203529
123	14	13.774499226295	0.225500773704977
124	6	12.7436160557805	-6.74361605578046
125	8	12.5435067082734	-4.54350670827337
126	17	12.9664777280219	4.03352227197811
127	10	13.1817552920185	-3.18175529201854
128	11	13.6047263117671	-2.60472631176705
129	14	12.9892300527562	1.01076994724377
130	11	14.0352814397604	-3.03528143976035
131	13	13.6274786365014	-0.627478636501393
132	12	11.9735150987312	0.0264849012687799
133	11	13.4349533972391	-2.43495339723908
134	9	12.4040702267245	-3.40407022672452
135	12	11.9962674234656	0.00373257653444032
136	20	14.080786089229	5.91921391077097
137	12	12.6345160072107	-0.634516007210727
138	13	13.0574870269592	-0.0574870269592447
139	12	13.065071135204	-1.06507113520402
140	12	13.2803486992007	-1.28034869920067
141	9	13.4956262631973	-4.49562626319732
142	15	14.7493711059533	0.250628894046683
143	24	13.0954075681831	10.9045924318169
144	7	13.1029916764279	-6.10299167642792
145	17	13.5259626961764	3.47403730382356
146	11	14.3643206274287	-3.3643206274287
147	17	13.9565178241697	3.04348217583026
148	11	13.133328109407	-2.13332810940704
149	12	10.8562842043813	1.14371579561874
150	14	12.9408028701447	1.05919712985527
151	11	14.1945477129007	-3.19454771290073
152	16	13.7867449096418	2.21325509035823
153	21	14.8327962966459	6.16720370335411
154	14	12.763445847372	1.23655415262802
155	20	13.8094972343761	6.19050276562389
156	13	12.7786140638615	0.221385936138456
157	11	13.8246654508657	-2.82466545086567
158	15	13.4168626476067	1.58313735239329
159	19	12.3859794770921	6.61402052290785

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
6	0.440022843964063	0.880045687928127	0.559977156035937
7	0.439964554193698	0.879929108387396	0.560035445806302
8	0.315271667255817	0.630543334511634	0.684728332744183
9	0.252320877442337	0.504641754884673	0.747679122557663
10	0.162028730375548	0.324057460751096	0.837971269624452
11	0.112369106825472	0.224738213650945	0.887630893174528
12	0.0961056182003342	0.192211236400668	0.903894381799666
13	0.0691651083182516	0.138330216636503	0.930834891681748
14	0.0713098638987702	0.14261972779754	0.92869013610123
15	0.100285734063127	0.200571468126255	0.899714265936873
16	0.0652595285058838	0.130519057011768	0.934740471494116
17	0.104838022955825	0.20967604591165	0.895161977044175
18	0.0708450071953487	0.141690014390697	0.929154992804651
19	0.085959007409607	0.171918014819214	0.914040992590393
20	0.0771462217495038	0.154292443499008	0.922853778250496
21	0.090893055925312	0.181786111850624	0.909106944074688
22	0.112464977795347	0.224929955590695	0.887535022204653
23	0.0828104252580064	0.165620850516013	0.917189574741994
24	0.0981078722699962	0.196215744539992	0.901892127730004
25	0.0948908872883478	0.189781774576696	0.905109112711652
26	0.0705419127372571	0.141083825474514	0.929458087262743
27	0.051446307128726	0.102892614257452	0.948553692871274
28	0.037299158348356	0.0745983166967119	0.962700841651644
29	0.027525660449084	0.055051320898168	0.972474339550916
30	0.0215305378521566	0.0430610757043133	0.978469462147843
31	0.057562766912112	0.115125533824224	0.942437233087888
32	0.0599589583173707	0.119917916634741	0.94004104168263
33	0.0520520779820221	0.104104155964044	0.947947922017978
34	0.0720727844338094	0.144145568867619	0.92792721556619
35	0.0649914646323516	0.129982929264703	0.935008535367648
36	0.137668328122576	0.275336656245153	0.862331671877424
37	0.2016556992784	0.4033113985568	0.7983443007216
38	0.169067645943337	0.338135291886674	0.830932354056663
39	0.18245847327199	0.36491694654398	0.81754152672801
40	0.167867610275879	0.335735220551757	0.832132389724121
41	0.185803127484676	0.371606254969352	0.814196872515324
42	0.153943488036231	0.307886976072462	0.846056511963769
43	0.144802196941911	0.289604393883821	0.85519780305809
44	0.127452235976313	0.254904471952627	0.872547764023687
45	0.15409456557495	0.3081891311499	0.84590543442505
46	0.144077556590222	0.288155113180443	0.855922443409779
47	0.12371670254401	0.24743340508802	0.87628329745599
48	0.183559208123538	0.367118416247076	0.816440791876462
49	0.159409247507888	0.318818495015775	0.840590752492112
50	0.164635463451348	0.329270926902697	0.835364536548652
51	0.378931300933312	0.757862601866623	0.621068699066688
52	0.336593927011703	0.673187854023406	0.663406072988297
53	0.295879069421792	0.591758138843584	0.704120930578208
54	0.374643363200204	0.749286726400408	0.625356636799796
55	0.736788915539758	0.526422168920484	0.263211084460242
56	0.70089149733058	0.59821700533884	0.29910850266942
57	0.66553041262521	0.668939174749579	0.33446958737479
58	0.627340757481834	0.745318485036332	0.372659242518166
59	0.694564037533467	0.610871924933065	0.305435962466533
60	0.672853694704598	0.654292610590803	0.327146305295402
61	0.631755870115253	0.736488259769493	0.368244129884747
62	0.587316491847403	0.825367016305193	0.412683508152597
63	0.548323976169483	0.903352047661033	0.451676023830517
64	0.590886937903324	0.818226124193352	0.409113062096676
65	0.546570584351633	0.906858831296734	0.453429415648367
66	0.601245601614439	0.797508796771122	0.398754398385561
67	0.561026927186381	0.877946145627238	0.438973072813619
68	0.515725780226923	0.968548439546154	0.484274219773077
69	0.47889203463159	0.95778406926318	0.52110796536841
70	0.446280755444125	0.89256151088825	0.553719244555875
71	0.401566419231064	0.803132838462128	0.598433580768936
72	0.391527653935173	0.783055307870345	0.608472346064827
73	0.362493349191718	0.724986698383435	0.637506650808282
74	0.441336489671955	0.88267297934391	0.558663510328045
75	0.41416765225503	0.82833530451006	0.58583234774497
76	0.370009989376821	0.740019978753642	0.629990010623179
77	0.330532974990406	0.661065949980813	0.669467025009594
78	0.299950740265959	0.599901480531918	0.700049259734041
79	0.282834063383631	0.565668126767263	0.717165936616369
80	0.245575401301213	0.491150802602427	0.754424598698787
81	0.211153426041608	0.422306852083216	0.788846573958392
82	0.179721256630814	0.359442513261628	0.820278743369186
83	0.154991056345343	0.309982112690686	0.845008943654657
84	0.149445522995386	0.298891045990772	0.850554477004614
85	0.1560501753174	0.3121003506348	0.8439498246826
86	0.167994158440383	0.335988316880765	0.832005841559617
87	0.152670094856436	0.305340189712872	0.847329905143564
88	0.157996741892735	0.31599348378547	0.842003258107265
89	0.145638988274717	0.291277976549434	0.854361011725283
90	0.121539417095583	0.243078834191167	0.878460582904417
91	0.112013522094115	0.22402704418823	0.887986477905885
92	0.118851153413732	0.237702306827463	0.881148846586268
93	0.108460380257735	0.216920760515469	0.891539619742265
94	0.0986070901989002	0.1972141803978	0.9013929098011
95	0.082953715298245	0.16590743059649	0.917046284701755
96	0.136256677919764	0.272513355839528	0.863743322080236
97	0.118039732877469	0.236079465754938	0.881960267122531
98	0.166609172755364	0.333218345510728	0.833390827244636
99	0.139348204020039	0.278696408040079	0.86065179597996
100	0.11890228721773	0.237804574435461	0.88109771278227
101	0.108373191458501	0.216746382917001	0.8916268085415
102	0.0883078051065237	0.176615610213047	0.911692194893476
103	0.174132482384288	0.348264964768576	0.825867517615712
104	0.172202313244704	0.344404626489407	0.827797686755296
105	0.14613076254298	0.292261525085961	0.85386923745702
106	0.121749593294331	0.243499186588662	0.878250406705669
107	0.102882731333254	0.205765462666508	0.897117268666746
108	0.0879143587917579	0.175828717583516	0.912085641208242
109	0.0859269143323084	0.171853828664617	0.914073085667692
110	0.073256095359143	0.146512190718286	0.926743904640857
111	0.0641789653407298	0.12835793068146	0.93582103465927
112	0.0944696801241092	0.188939360248218	0.90553031987589
113	0.0918440966221911	0.183688193244382	0.908155903377809
114	0.0980113763821957	0.196022752764391	0.901988623617804
115	0.126327009864483	0.252654019728965	0.873672990135517
116	0.109910821947581	0.219821643895163	0.890089178052419
117	0.145361748679571	0.290723497359142	0.85463825132043
118	0.128744942715153	0.257489885430306	0.871255057284847
119	0.140864708131266	0.281729416262532	0.859135291868734
120	0.120757033602113	0.241514067204226	0.879242966397887
121	0.159128448813664	0.318256897627328	0.840871551186336
122	0.137575523903049	0.275151047806098	0.862424476096951
123	0.120300976955969	0.240601953911939	0.87969902304403
124	0.156585613588592	0.313171227177183	0.843414386411408
125	0.15288442134802	0.305768842696039	0.84711557865198
126	0.206678198969149	0.413356397938298	0.793321801030851
127	0.177987046302195	0.355974092604389	0.822012953697805
128	0.148014953832912	0.296029907665825	0.851985046167088
129	0.129479270204586	0.258958540409171	0.870520729795414
130	0.108807030423736	0.217614060847471	0.891192969576264
131	0.083752813173881	0.167505626347762	0.91624718682612
132	0.0649037856883659	0.129807571376732	0.935096214311634
133	0.0507280911406624	0.101456182281325	0.949271908859338
134	0.044552722239486	0.089105444478972	0.955447277760514
135	0.0318425790597831	0.0636851581195662	0.968157420940217
136	0.0689256300043028	0.137851260008606	0.931074369995697
137	0.0497823918181039	0.0995647836362079	0.950217608181896
138	0.035561673155573	0.071123346311146	0.964438326844427
139	0.0242587462760752	0.0485174925521505	0.975741253723925
140	0.0162174947550079	0.0324349895100158	0.983782505244992
141	0.0193065872882041	0.0386131745764082	0.980693412711796
142	0.012373538937936	0.024747077875872	0.987626461062064
143	0.268860691465393	0.537721382930786	0.731139308534607
144	0.362772397723172	0.725544795446345	0.637227602276828
145	0.391601888705476	0.783203777410952	0.608398111294524
146	0.37187803446089	0.743756068921779	0.62812196553911
147	0.357579431329028	0.715158862658055	0.642420568670972
148	0.29896173076928	0.597923461538559	0.70103826923072
149	0.218701962858799	0.437403925717599	0.7812980371412
150	0.149966352644756	0.299932705289512	0.850033647355244
151	0.207436885955155	0.41487377191031	0.792563114044845
152	0.131705781341564	0.263411562683128	0.868294218658436
153	0.147138339608836	0.294276679217671	0.852861660391164

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	5	0.0337837837837838	OK
10% type I error level	11	0.0743243243243243	OK