Multiple Linear Regression - Estimated Regression Equation

ParentalExpectations[t] = + 6.4398361021299 + 0.752008775996732ParentalCriticism[t] + 0.00286466829855502t + 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)	6.4398361021299	0.788598	8.1662	0	0
ParentalCriticism	0.752008775996732	0.082102	9.1594	0	0
t	0.00286466829855502	0.004827	0.5935	0.553736	0.276868

Multiple Linear Regression - Regression Statistics
Multiple R	0.594441332727225
R-squared	0.353360498054519
Adjusted R-squared	0.345070248029577
F-TEST (value)	42.6236237738787
F-TEST (DF numerator)	2
F-TEST (DF denominator)	156
p-value	1.66533453693773e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.78835056709640
Sum Squared Residuals	1212.88422606418

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	11	15.4668060823893	-4.46680608238925
2	7	12.4616356467009	-5.46163564670087
3	17	12.4645003149994	4.53549968500058
4	10	12.4673649832980	-2.46736498329798
5	12	13.2222384275933	-1.22223842759327
6	12	11.7210855438984	0.278914456101642
7	11	9.46792388420672	1.53207611579328
8	11	14.7348499844824	-3.73484998448239
9	12	11.7296795487940	0.270320451205977
10	13	11.7325442170926	1.26745578290742
11	14	15.4954527653748	-1.49545276537479
12	16	13.9942998816799	2.00570011832012
13	11	13.9971645499784	-2.99716454997844
14	10	12.4960116662835	-2.49601166628353
15	11	12.4988763345821	-1.49887633458209
16	15	9.49370589889371	5.50629410110629
17	9	13.2566144471759	-4.25661444717593
18	11	12.5074703394778	-1.50747033947775
19	17	11.7583262317796	5.24167376822043
20	17	14.7692260040651	2.23077399593495
21	11	13.2680731203701	-2.26807312037015
22	18	14.7749553406622	3.22504465933784
23	14	16.2818375609542	-2.28183756095418
24	10	12.5246583492691	-2.52465834926908
25	11	12.5275230175676	-1.52752301756764
26	15	13.2823964618629	1.71760353813708
27	15	11.0292348021713	3.97076519782872
28	13	13.2881257984600	-0.288125798460032
29	16	13.2909904667586	2.70900953324141
30	13	11.0378288070669	1.96217119293305
31	9	11.0406934753655	-2.04069347536550
32	18	18.5636459036314	-0.563645903631373
33	18	10.2944140359659	7.70558596403412
34	12	11.8012962562579	0.198703743742101
35	17	13.3081784765499	3.69182152345008
36	9	11.0550168168583	-2.05501681685828
37	9	11.0578814851568	-2.05788148515683
38	12	10.3087373774587	1.69126262254134
39	18	15.5756634777343	2.42433652226567
40	12	11.8184842660492	0.181515733950771
41	18	14.0773752623380	3.92262473766202
42	14	13.3282311546398	0.671768845360198
43	15	12.5790870469416	2.42091295305837
44	16	10.3259253872500	5.67407461275001
45	10	12.5848163835387	-2.58481638353874
46	11	12.5876810518373	-1.58768105183729
47	14	14.0945632721293	-0.0945632721293087
48	9	11.0893928364409	-2.08939283644094
49	12	12.5962750567330	-0.596275056732956
50	17	11.8471309490348	5.15286905096522
51	5	9.59396928934314	-4.59396928934314
52	12	12.6048690616286	-0.604869061628621
53	12	12.6077337299272	-0.607733729927176
54	6	9.6025632942388	-3.60256329423881
55	24	21.6375683784851	2.36243162151494
56	12	12.6163277348228	-0.616327734822841
57	12	12.6191924031214	-0.619192403121396
58	14	11.1180395194265	2.88196048057351
59	7	9.61688663573158	-2.61688663573158
60	13	12.6277864080171	0.372213591982939
61	12	13.3826598523123	-1.38265985231235
62	13	11.1294981926207	1.87050180737929
63	14	11.884371636916	2.11562836308401
64	8	13.3912538572080	-5.39125385720801
65	11	10.3860834215196	0.613916578480359
66	9	10.3889480898182	-1.38894808981820
67	11	12.6478390861069	-1.64783908610695
68	13	12.6507037544055	0.349296245594499
69	10	11.1495508707106	-1.14955087071059
70	11	12.6564330910026	-1.65643309100261
71	12	11.9072889833044	0.0927110166955656
72	9	11.910153651603	-2.91015365160299
73	15	13.417035871895	1.58296412810499
74	18	14.9239180921870	3.07608190781297
75	15	11.1667388805019	3.83326111949808
76	12	12.6736211007939	-0.673621100793941
77	13	11.1724682170990	1.82753178290097
78	14	13.4313592133878	0.568640786612217
79	10	12.6822151056896	-2.68221510568961
80	13	11.1810622219947	1.81893777800530
81	13	14.1919619942802	-1.19196199428018
82	11	12.6908091105853	-1.69080911058527
83	13	12.6936737788838	0.306326221116174
84	16	14.2005559991758	1.79944400082416
85	8	10.4433767874907	-2.44337678749074
86	16	11.9502590077828	4.04974099221724
87	11	10.4491061240879	0.550893875912148
88	9	12.7079971203766	-3.7079971203766
89	16	17.2229144446555	-1.22291444465555
90	12	11.9617176809770	0.0382823190230201
91	14	12.7165911252723	1.28340887472773
92	8	11.2154382415774	-3.21543824157736
93	9	10.4662941338792	-1.46629413387918
94	15	11.2211675781745	3.77883242182553
95	11	14.2320673504599	-3.23206735045995
96	21	15.7389495707520	5.26105042924803
97	14	13.4857879110603	0.514212088939672
98	18	15.7446789073491	2.25532109265092
99	12	11.9874996956640	0.0125003043360250
100	13	12.7423731399593	0.257626860040738
101	15	14.2492553602513	0.75074463974872
102	12	11.2440849245629	0.755915075437091
103	19	14.2549846968484	4.74501530315161
104	15	14.2578493651469	0.742150634853055
105	11	14.2607140334455	-3.2607140334455
106	11	10.5035348217604	0.496465178239603
107	10	12.0104170420524	-2.01041704205242
108	13	14.2693080383412	-1.26930803834117
109	15	15.0241814826365	-0.0241814826364516
110	12	11.2670022709513	0.732997729048651
111	12	12.0218757152466	-0.0218757152466351
112	16	15.7847842635288	0.215215736471152
113	9	15.0356401558307	-6.03564015583067
114	18	15.0385048241292	2.96149517587077
115	8	15.0413694924278	-7.04136949242778
116	13	10.5321815047459	2.46781849525405
117	17	12.7910725010347	4.2089274989653
118	9	11.2899196173398	-2.28991961733979
119	15	13.5488106136285	1.45118938637146
120	8	9.79163140194344	-1.79163140194344
121	7	9.794496070242	-2.79449607024199
122	12	12.0533870665307	-0.0533870665307405
123	14	15.0642868388162	-1.06428683881622
124	6	11.3071076271311	-5.30710762713112
125	8	12.0619810714264	-4.06198107142641
126	17	12.8168545157217	4.18314548427831
127	10	9.81168408003332	0.188315919966678
128	11	12.8225838523188	-1.82258385231880
129	14	13.5774572966141	0.422542703385911
130	11	12.8283131889159	-1.82831318891591
131	13	15.0872041852047	-2.08720418520466
132	12	12.8340425255130	-0.834042525513022
133	11	10.5808808658214	0.419119134178617
134	9	9.8317367581232	-0.831736758123207
135	12	12.8426365304087	-0.842636530408687
136	20	14.3495187507007	5.65048124929929
137	12	11.3443483150123	0.655651684987666
138	13	13.6032393113011	-0.603239311301084
139	12	13.6061039795996	-1.60610397959964
140	12	16.6170037518851	-4.61700375188512
141	9	13.6118333161967	-4.61183331619675
142	15	14.3667067604920	0.633293239507964
143	24	21.8896591887579	2.11034081124209
144	7	10.6123922171055	-3.61239221710549
145	17	15.1273095413844	1.87269045861557
146	11	11.3701303296993	-0.370130329699329
147	17	13.6290213259881	3.37097867401192
148	11	12.1278684422932	-1.12786844229317
149	12	13.6347506625852	-1.63475066258519
150	14	14.3896241068805	-0.389624106880476
151	11	13.6404799991823	-2.6404799991823
152	16	12.8913358914841	3.10866410851588
153	21	12.1421917837859	8.85780821621406
154	14	11.3930476760878	2.60695232391223
155	20	16.6599737763634	3.34002622363655
156	13	11.3987770126849	1.60122298731512
157	11	12.9056592329769	-1.90565923297690
158	15	14.4125414532689	0.587458546731084
159	19	18.9274587775479	0.0725412224521393

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
6	0.913274772068044	0.173450455863912	0.086725227931956
7	0.843457023179191	0.313085953641617	0.156542976820809
8	0.781190557049451	0.437618885901098	0.218809442950549
9	0.67969959160312	0.64060081679376	0.32030040839688
10	0.579466875913652	0.841066248172696	0.420533124086348
11	0.484677297912578	0.969354595825156	0.515322702087422
12	0.4433263469705	0.886652693941	0.5566736530295
13	0.465524269068609	0.931048538137217	0.534475730931391
14	0.484280718162199	0.968561436324399	0.515719281837801
15	0.422300063027936	0.844600126055872	0.577699936972064
16	0.434422562594325	0.86884512518865	0.565577437405675
17	0.511864243241083	0.976271513517833	0.488135756758917
18	0.449409395025903	0.898818790051807	0.550590604974097
19	0.574512532934101	0.850974934131799	0.425487467065899
20	0.607988958980575	0.78402208203885	0.392011041019425
21	0.606614400542868	0.786771198914264	0.393385599457132
22	0.655136515005599	0.689726969988802	0.344863484994401
23	0.606400870727382	0.787198258545236	0.393599129272618
24	0.667279614446659	0.665440771106682	0.332720385553341
25	0.654650520322963	0.690698959354073	0.345349479677037
26	0.605904314298805	0.78819137140239	0.394095685701195
27	0.575178697561499	0.849642604877002	0.424821302438501
28	0.522815451435506	0.954369097128987	0.477184548564494
29	0.487823660630602	0.975647321261204	0.512176339369398
30	0.438605606409658	0.877211212819316	0.561394393590342
31	0.527025680680314	0.945948638639373	0.472974319319687
32	0.493935785932274	0.987871571864548	0.506064214067726
33	0.645307493894959	0.709385012210081	0.354692506105041
34	0.62418985978934	0.75162028042132	0.37581014021066
35	0.612142882593138	0.775714234813724	0.387857117406862
36	0.70079032182078	0.59841935635844	0.29920967817922
37	0.750984923240525	0.498030153518949	0.249015076759475
38	0.714816787036356	0.570366425927288	0.285183212963644
39	0.698082877248577	0.603834245502845	0.301917122751423
40	0.66536587866941	0.66926824266118	0.33463412133059
41	0.676680798318716	0.646638403362568	0.323319201681284
42	0.633180709289713	0.733638581420575	0.366819290710287
43	0.59616996038128	0.80766007923744	0.40383003961872
44	0.648659837600758	0.702680324798484	0.351340162399242
45	0.70948533001455	0.581029339970901	0.290514669985450
46	0.716404727298929	0.567190545402143	0.283595272701071
47	0.677230951993639	0.645538096012723	0.322769048006361
48	0.711768802531127	0.576462394937747	0.288231197468873
49	0.682781364977714	0.634437270044571	0.317218635022286
50	0.739420942629038	0.521158114741925	0.260579057370962
51	0.867280610484149	0.265438779031702	0.132719389515851
52	0.845883328740897	0.308233342518206	0.154116671259103
53	0.821667182098389	0.356665635803223	0.178332817901611
54	0.866509638117373	0.266980723765254	0.133490361882627
55	0.864360131943185	0.27127973611363	0.135639868056815
56	0.841422477030512	0.317155045938976	0.158577522969488
57	0.815671192649649	0.368657614700703	0.184328807350351
58	0.809074969134897	0.381850061730205	0.190925030865103
59	0.816455510812596	0.367088978374807	0.183544489187404
60	0.784296587259719	0.431406825480563	0.215703412740281
61	0.760823698436576	0.478352603126848	0.239176301563424
62	0.736529784323981	0.526940431352037	0.263470215676019
63	0.715691580407241	0.568616839185517	0.284308419592759
64	0.817659859052267	0.364680281895467	0.182340140947733
65	0.787125645658268	0.425748708683464	0.212874354341732
66	0.76352705590053	0.472945888198939	0.236472944099469
67	0.740271276675196	0.519457446649607	0.259728723324804
68	0.701850997368305	0.59629800526339	0.298149002631695
69	0.668617884014882	0.662764231970236	0.331382115985118
70	0.640773214483345	0.718453571033311	0.359226785516655
71	0.59679900717627	0.80640198564746	0.40320099282373
72	0.599431246553442	0.801137506893115	0.400568753446558
73	0.569391906527871	0.861216186944258	0.430608093472129
74	0.578611874419167	0.842776251161667	0.421388125580833
75	0.615114244088506	0.769771511822989	0.384885755911494
76	0.573641950305086	0.852716099389828	0.426358049694914
77	0.548085612866452	0.903828774267096	0.451914387133548
78	0.504770931762359	0.990458136475283	0.495229068237641
79	0.500497315593199	0.999005368813603	0.499502684406801
80	0.475403269307778	0.950806538615556	0.524596730692222
81	0.437405697597092	0.874811395194184	0.562594302402908
82	0.407907322803616	0.815814645607231	0.592092677196384
83	0.364888153376616	0.729776306753232	0.635111846623384
84	0.341140649835784	0.682281299671569	0.658859350164216
85	0.329912202456449	0.659824404912899	0.67008779754355
86	0.380483056927035	0.76096611385407	0.619516943072965
87	0.341975629621703	0.683951259243405	0.658024370378297
88	0.368042969692741	0.736085939385483	0.631957030307259
89	0.332346985972441	0.664693971944881	0.667653014027559
90	0.291937583658499	0.583875167316998	0.708062416341501
91	0.26324565201075	0.5264913040215	0.73675434798925
92	0.270081239092781	0.540162478185562	0.729918760907219
93	0.241098905257632	0.482197810515263	0.758901094742368
94	0.277540317331690	0.555080634663381	0.72245968266831
95	0.284919441742165	0.56983888348433	0.715080558257835
96	0.397384217226252	0.794768434452503	0.602615782773748
97	0.356493494028688	0.712986988057377	0.643506505971312
98	0.347747532672528	0.695495065345056	0.652252467327472
99	0.307375778275085	0.614751556550171	0.692624221724914
100	0.27035312456301	0.54070624912602	0.72964687543699
101	0.239746269145527	0.479492538291054	0.760253730854473
102	0.212671368906193	0.425342737812387	0.787328631093807
103	0.314614411929374	0.629228823858749	0.685385588070626
104	0.289107883151862	0.578215766303725	0.710892116848138
105	0.284661006491103	0.569322012982206	0.715338993508897
106	0.256269204765059	0.512538409530118	0.743730795234941
107	0.229030700988225	0.458061401976451	0.770969299011775
108	0.197106382998135	0.39421276599627	0.802893617001865
109	0.168956334218739	0.337912668437478	0.83104366578126
110	0.150506391397406	0.301012782794812	0.849493608602594
111	0.128210302021722	0.256420604043443	0.871789697978278
112	0.110012566899149	0.220025133798297	0.889987433100851
113	0.173310218511186	0.346620437022372	0.826689781488814
114	0.203223126593566	0.406446253187131	0.796776873406434
115	0.365154641651962	0.730309283303924	0.634845358348038
116	0.385114491783828	0.770228983567655	0.614885508216172
117	0.516154130155693	0.967691739688615	0.483845869844307
118	0.476005578373473	0.952011156746945	0.523994421626527
119	0.474538807395428	0.949077614790855	0.525461192604572
120	0.42855172806391	0.85710345612782	0.57144827193609
121	0.39561966926665	0.7912393385333	0.60438033073335
122	0.355429892350302	0.710859784700604	0.644570107649698
123	0.307466706076244	0.614933412152488	0.692533293923756
124	0.371801750571231	0.743603501142463	0.628198249428769
125	0.392120543141801	0.784241086283603	0.607879456858199
126	0.5127262817462	0.9745474365076	0.4872737182538
127	0.466702179629954	0.933404359259908	0.533297820370046
128	0.414093945598525	0.82818789119705	0.585906054401475
129	0.371916467895118	0.743832935790237	0.628083532104882
130	0.321822523768204	0.643645047536407	0.678177476231796
131	0.279454657836296	0.558909315672592	0.720545342163704
132	0.230189874950054	0.460379749900108	0.769810125049946
133	0.192213050070226	0.384426100140452	0.807786949929774
134	0.152231170564699	0.304462341129397	0.847768829435301
135	0.117768887305860	0.235537774611721	0.88223111269414
136	0.303251968609739	0.606503937219478	0.696748031390261
137	0.282599664659245	0.56519932931849	0.717400335340755
138	0.236308287118105	0.47261657423621	0.763691712881895
139	0.187063904531805	0.374127809063611	0.812936095468195
140	0.214057986539424	0.428115973078849	0.785942013460576
141	0.276475766155471	0.552951532310942	0.723524233844529
142	0.217934740870687	0.435869481741375	0.782065259129313
143	0.183686671696859	0.367373343393719	0.81631332830314
144	0.231382977431623	0.462765954863246	0.768617022568377
145	0.191764762125860	0.383529524251719	0.80823523787414
146	0.147295724208739	0.294591448417479	0.85270427579126
147	0.152207942535366	0.304415885070732	0.847792057464634
148	0.116462989057331	0.232925978114663	0.883537010942669
149	0.102058168082889	0.204116336165778	0.897941831917111
150	0.0813901087007167	0.162780217401433	0.918609891299283
151	0.488395734483036	0.976791468966072	0.511604265516964
152	0.631171898304443	0.737656203391114	0.368828101695557
153	0.85932949610366	0.281341007792680	0.140670503896340

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	0	0	OK
10% type I error level	0	0	OK