Multiple Linear Regression - Estimated Regression Equation

CM+D[t] = + 13.8648506940409 + 0.152805219548221ParentalExpectations[t] + 0.629365627171892ParentalCriticism[t] + 0.449660665114335PersonalStandards[t] + 0.0677807458976412Organization[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)	13.8648506940409	4.244167	3.2668	0.001341	0.000671
ParentalExpectations	0.152805219548221	0.198679	0.7691	0.443008	0.221504
ParentalCriticism	0.629365627171892	0.247635	2.5415	0.012026	0.006013
PersonalStandards	0.449660665114335	0.143042	3.1436	0.002003	0.001001
Organization	0.0677807458976412	0.153124	0.4427	0.658637	0.329319

Multiple Linear Regression - Regression Statistics
Multiple R	0.419463868754593
R-squared	0.175949937190571
Adjusted R-squared	0.154546039455261
F-TEST (value)	8.22046243008849
F-TEST (DF numerator)	4
F-TEST (DF denominator)	154
p-value	4.91173108119192e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	6.71059243516357
Sum Squared Residuals	6934.93582795469

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	38	35.6522509912167	2.34774900878331
2	36	32.7698860317577	3.23011396824229
3	23	36.6818030446069	-13.6818030446069
4	30	30.5303376997164	-0.530337699716388
5	26	32.5431727777371	-6.54317277773713
6	26	31.9622489823698	-5.96224898236977
7	30	30.9992058930583	-0.99920589305831
8	27	34.2343209694423	-7.23432096944232
9	34	29.2394804355146	4.7605195644854
10	28	31.3942705532131	-3.39427055321309
11	36	33.7268018324945	2.27319816750554
12	42	32.3669965418613	9.63300345813873
13	31	30.0754507672534	0.92454923274661
14	30	28.6391097371922	1.36089026280777
15	26	32.4140048338243	-6.41400483382428
16	16	32.7130903391728	-16.7130903391728
17	30	32.1525378649901	-2.15253786499011
18	23	27.6892513888189	-4.68925138881886
19	28	32.3873713506227	-4.38737135062267
20	45	35.083371540834	9.916628459166
21	42	32.9755897150985	9.02441028490147
22	50	34.3368554301536	15.6631445698464
23	30	34.1528252219734	-4.15282522197343
24	45	30.0806770346020	14.9193229653980
25	30	31.4717073138671	-1.47170731386713
26	24	33.7901528309843	-9.79015283098434
27	29	32.8013772796973	-3.80137727969734
28	30	31.6858997314306	-1.68589973143056
29	31	34.3248379697493	-3.32483796974926
30	26	31.0790040993603	-5.07900409936025
31	34	32.2234496918962	1.77655030810378
32	41	40.0031098751753	0.996890124824745
33	37	34.0223854962416	2.9776145037584
34	33	36.1877326499226	-3.18773264992255
35	26	34.7917423626165	-8.79174236261653
36	48	33.8187501146606	14.1812498853394
37	44	33.0979664659557	10.9020335340443
38	29	27.9807491811708	1.01925081882918
39	44	38.2494072049211	5.75059279507892
40	37	34.7031891627843	2.29681083721574
41	43	36.6336005875298	6.36639941247025
42	31	34.4688881957671	-3.46888819576715
43	28	28.6393759965000	-0.639375996499952
44	26	32.257036126176	-6.25703612617603
45	30	33.6779623555167	-3.67796235551671
46	27	31.2683650761742	-4.2683650761742
47	34	32.0184099130363	1.98159008696366
48	47	35.0321706182084	11.9678293817916
49	39	33.5339121294988	5.46608787050118
50	37	33.5330111082728	3.46698889172725
51	42	29.1152724996427	12.8847275003573
52	27	31.8030502149391	-4.80305021493912
53	30	31.6245125334153	-1.62451253341535
54	17	25.1285464310951	-8.12854643109508
55	36	44.9649233780189	-8.96492337801892
56	39	33.4909359397703	5.50906406022967
57	32	34.2546957782037	-2.25469577820372
58	25	32.0633499032395	-7.0633499032395
59	19	29.2423452572153	-10.2423452572153
60	29	28.2659848115059	0.734015188494133
61	26	33.8491785833517	-7.84917858335166
62	31	32.0461061754866	-1.04610617548656
63	31	33.0994000057972	-2.09940000579724
64	31	33.1701769592611	-2.17017695926113
65	20	28.7950460377489	-8.79504603774891
66	40	34.359828801308	5.64017119869203
67	39	32.0999056605052	6.90009433949477
68	28	34.4504771874804	-6.45047718748042
69	22	29.4071679371679	-7.40716793716786
70	31	33.5166684017459	-2.51666840174588
71	36	30.5884624308576	5.41153756914239
72	28	30.6474881832249	-2.64748818322492
73	39	35.724356983237	3.27564301676303
74	44	35.4395189980752	8.56048100192485
75	35	32.869158025595	2.13084197440502
76	33	31.1500473121319	1.84995268786814
77	27	30.7649049260412	-3.7649049260412
78	33	33.1876869463218	-0.187686946321788
79	31	32.7356648355595	-1.73566483555955
80	39	32.3602053488056	6.63979465119439
81	37	35.2165715869814	1.78342841301861
82	24	29.9871638267288	-5.98716382672884
83	33	30.9209726124634	2.07902738753661
84	28	35.4716450079331	-7.47164500793313
85	37	28.6077533626948	8.39224663730519
86	32	31.3352448008458	0.66475519915422
87	31	32.0104514394469	-1.01045143944690
88	29	32.5828596160113	-3.58285961601133
89	40	38.7528673550541	1.24713264494592
90	29	29.1716996896170	-0.171699689616964
91	40	30.3100179935782	9.68998200642178
92	15	29.0337767521738	-14.0337767521738
93	27	27.5901142684238	-0.590114268423799
94	32	31.1812723007638	0.81872769923623
95	28	33.1123184874276	-5.1123184874276
96	41	40.7775885076136	0.222411492386357
97	47	32.8058070271051	14.1941929728949
98	42	35.0340018032231	6.96599819677691
99	28	29.6213603547313	-1.6213603547313
100	32	30.2679697096561	1.73203029034387
101	33	34.2161762204633	-1.21617622046331
102	22	29.4416553926737	-7.44165539267374
103	29	33.139511373825	-4.13951137382499
104	26	33.3846356361323	-7.38463563613228
105	37	32.7982193141086	4.20178068589145
106	39	27.3534787403391	11.6465212596609
107	29	29.0446269320443	-0.0446269320442908
108	33	31.7052386455237	1.29476135447632
109	39	34.3958811825209	4.60411881747913
110	31	27.6430127322164	3.3569872677836
111	21	27.6871562024787	-6.68715620247868
112	36	33.5827516064766	2.41724839352343
113	29	34.3105904495626	-5.31059044956257
114	32	40.4287625040613	-8.42876250406132
115	15	36.6094307932789	-21.6094307932789
116	24	30.0677585529717	-6.06775855297167
117	25	33.6879115141612	-8.68791151416115
118	28	29.2973389073481	-1.29733890734813
119	39	33.34049216587	5.65950783412999
120	31	24.3314933022699	6.66850669773007
121	40	30.6343034422868	9.36569655771316
122	25	28.8327959601288	-3.83279596012876
123	36	35.4564964665204	0.543503533479632
124	23	29.2456077240893	-6.24560772408931
125	39	29.7309231252433	9.26907687475669
126	31	32.4992955667826	-1.49929556678259
127	23	29.4296379322694	-6.42963793226944
128	31	33.1347884825292	-2.13478848252918
129	28	32.8735877730027	-4.87358777300274
130	47	33.9663290668602	13.0336709331398
131	33	34.7862498359602	-1.78624983596017
132	25	29.3514046516745	-4.35140465167452
133	26	30.7970309358992	-4.79703093589917
134	24	27.4104093063662	-3.41040930636624
135	31	29.4869661434698	1.51303385653020
136	39	36.3969650594451	2.60303494055493
137	31	29.3738746467761	1.6261253532239
138	30	31.8396328567852	-1.83963285678518
139	25	32.432415842111	-7.43241584211101
140	35	34.7895123028341	0.210487697165861
141	44	32.1955140547186	11.8044859452814
142	42	36.9819209570470	5.01807904295304
143	38	40.2401699330135	-2.2401699330135
144	36	29.1509272356823	6.84907276431766
145	34	35.2189330326293	-1.21893303262929
146	45	33.0894777317331	11.9105222682669
147	40	34.6561808708213	5.34381912917875
148	29	30.7497563846284	-1.74975638462844
149	25	26.7405603209793	-1.74056032097927
150	30	32.6466082596744	-2.64660825967445
151	27	34.3923524563392	-7.39235245633918
152	44	33.763253088475	10.236746911525
153	49	36.4851206141041	12.5148793858959
154	31	29.1372391186914	1.86276088130859
155	31	37.2501791189368	-6.25017911893679
156	26	29.5944606122220	-3.59446061222196
157	42	32.9992269907339	9.0007730092661
158	35	33.8342963012466	1.16570369875338
159	47	35.8378461251039	11.1621538748961

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.181910788133424	0.363821576266847	0.818089211866576
9	0.30072607142964	0.60145214285928	0.69927392857036
10	0.178666271621447	0.357332543242894	0.821333728378553
11	0.153077344319954	0.306154688639908	0.846922655680046
12	0.391630753815655	0.78326150763131	0.608369246184346
13	0.346925888620869	0.693851777241738	0.653074111379131
14	0.284345175811855	0.568690351623709	0.715654824188145
15	0.237780899878409	0.475561799756818	0.762219100121591
16	0.275049143012596	0.550098286025191	0.724950856987404
17	0.207860942085214	0.415721884170427	0.792139057914786
18	0.247208745090777	0.494417490181555	0.752791254909223
19	0.190951267915260	0.381902535830519	0.80904873208474
20	0.358188574304207	0.716377148608414	0.641811425695793
21	0.482902556354582	0.965805112709163	0.517097443645418
22	0.667667513717628	0.664664972564743	0.332332486282371
23	0.737886061174369	0.524227877651263	0.262113938825631
24	0.893132537534067	0.213734924931866	0.106867462465933
25	0.859975951509263	0.280048096981474	0.140024048490737
26	0.879558940474799	0.240882119050402	0.120441059525201
27	0.85048017724193	0.299039645516140	0.149519822758070
28	0.816015226481998	0.367969547036004	0.183984773518002
29	0.775511344864049	0.448977310271902	0.224488655135951
30	0.735576276179786	0.528847447640428	0.264423723820214
31	0.73264209372168	0.534715812556639	0.267357906278319
32	0.683075118188959	0.633849763622082	0.316924881811041
33	0.710152845310168	0.579694309379664	0.289847154689832
34	0.67001298042705	0.6599740391459	0.32998701957295
35	0.689727717544381	0.620544564911237	0.310272282455619
36	0.879709302563428	0.240581394873145	0.120290697436572
37	0.90991321429975	0.180173571400499	0.0900867857002493
38	0.888293266151035	0.223413467697929	0.111706733848965
39	0.881329458736966	0.237341082526069	0.118670541263034
40	0.854835011727248	0.290329976545504	0.145164988272752
41	0.872464855360653	0.255070289278694	0.127535144639347
42	0.851295716263871	0.297408567472257	0.148704283736129
43	0.818737587771821	0.362524824456358	0.181262412228179
44	0.803592492456468	0.392815015087065	0.196407507543532
45	0.782209868574374	0.435580262851251	0.217790131425626
46	0.756132612415768	0.487734775168465	0.243867387584232
47	0.71853634255218	0.56292731489564	0.28146365744782
48	0.786618182269205	0.426763635461589	0.213381817730795
49	0.769604239968527	0.460791520062947	0.230395760031473
50	0.746573390896607	0.506853218206786	0.253426609103393
51	0.825537244835157	0.348925510329687	0.174462755164843
52	0.808921030453734	0.382157939092531	0.191078969546266
53	0.774679316149586	0.450641367700829	0.225320683850414
54	0.801072220104104	0.397855559791791	0.198927779895896
55	0.836072774453677	0.327854451092645	0.163927225546323
56	0.825995031352089	0.348009937295823	0.174004968647912
57	0.797838402117173	0.404323195765654	0.202161597882827
58	0.797517834882795	0.404964330234411	0.202482165117205
59	0.841058949444541	0.317882101110918	0.158941050555459
60	0.811222562353994	0.377554875292012	0.188777437646006
61	0.822920724192292	0.354158551615417	0.177079275807708
62	0.791728566695664	0.416542866608673	0.208271433304336
63	0.760949698315942	0.478100603368116	0.239050301684058
64	0.733442119410413	0.533115761179174	0.266557880589587
65	0.755792983221077	0.488414033557846	0.244207016778923
66	0.74254993581121	0.514900128377581	0.257450064188791
67	0.745233337840863	0.509533324318273	0.254766662159137
68	0.744942503688527	0.510114992622946	0.255057496311473
69	0.750129594824568	0.499740810350865	0.249870405175432
70	0.717584495284246	0.564831009431507	0.282415504715754
71	0.706358888487168	0.587282223025663	0.293641111512832
72	0.672116752722741	0.655766494554517	0.327883247277259
73	0.640897834394399	0.718204331211203	0.359102165605601
74	0.673276111791339	0.653447776417323	0.326723888208661
75	0.639030062478616	0.721939875042768	0.360969937521384
76	0.59818334858928	0.80363330282144	0.40181665141072
77	0.568897882811127	0.862204234377746	0.431102117188873
78	0.523262692086909	0.953474615826182	0.476737307913091
79	0.479606866757076	0.959213733514151	0.520393133242924
80	0.476587063759144	0.953174127518288	0.523412936240856
81	0.433725108681661	0.867450217363322	0.566274891318339
82	0.42220258815704	0.84440517631408	0.57779741184296
83	0.382564792880696	0.765129585761391	0.617435207119304
84	0.395644662374329	0.791289324748658	0.604355337625671
85	0.422569279513321	0.845138559026642	0.577430720486679
86	0.384514623426935	0.769029246853871	0.615485376573065
87	0.342262511565282	0.684525023130564	0.657737488434718
88	0.312078718950188	0.624157437900375	0.687921281049813
89	0.274205210509522	0.548410421019044	0.725794789490478
90	0.237321894261151	0.474643788522302	0.762678105738849
91	0.276625691540811	0.553251383081621	0.723374308459189
92	0.421292023527485	0.84258404705497	0.578707976472515
93	0.377568398288561	0.755136796577122	0.622431601711439
94	0.335429547390774	0.670859094781547	0.664570452609226
95	0.318787312617155	0.63757462523431	0.681212687382845
96	0.278766274474398	0.557532548948796	0.721233725525602
97	0.414860550005862	0.829721100011723	0.585139449994138
98	0.414076372395859	0.828152744791718	0.585923627604141
99	0.372084481334962	0.744168962669923	0.627915518665038
100	0.32948742895362	0.65897485790724	0.67051257104638
101	0.288750627893168	0.577501255786336	0.711249372106832
102	0.305077866790297	0.610155733580593	0.694922133209704
103	0.283743744634842	0.567487489269684	0.716256255365158
104	0.296415444057842	0.592830888115684	0.703584555942158
105	0.269953959357665	0.539907918715329	0.730046040642335
106	0.340661954440699	0.681323908881398	0.659338045559301
107	0.296712880325768	0.593425760651535	0.703287119674232
108	0.258105216447926	0.516210432895853	0.741894783552074
109	0.235312809993043	0.470625619986086	0.764687190006957
110	0.204783205139148	0.409566410278296	0.795216794860852
111	0.208169999478506	0.416339998957013	0.791830000521494
112	0.176506571881085	0.353013143762170	0.823493428118915
113	0.159758335153255	0.319516670306509	0.840241664846745
114	0.179845604628985	0.359691209257971	0.820154395371015
115	0.66445332962361	0.671093340752779	0.335546670376389
116	0.664951967779673	0.670096064440654	0.335048032220327
117	0.738678884139286	0.522642231721427	0.261321115860714
118	0.698440510109737	0.603118979780527	0.301559489890263
119	0.67609509818017	0.64780980363966	0.32390490181983
120	0.705357529260543	0.589284941478915	0.294642470739457
121	0.708840381020582	0.582319237958835	0.291159618979418
122	0.667336270884386	0.665327458231228	0.332663729115614
123	0.618634712072332	0.762730575855336	0.381365287927668
124	0.623623632775241	0.752752734449518	0.376376367224759
125	0.675254137754607	0.649491724490786	0.324745862245393
126	0.625543172194153	0.748913655611693	0.374456827805847
127	0.650968136496522	0.698063727006956	0.349031863503478
128	0.619684524153043	0.760630951693914	0.380315475846957
129	0.612943093829583	0.774113812340835	0.387056906170417
130	0.688564290690787	0.622871418618425	0.311435709309213
131	0.646606675071403	0.706786649857194	0.353393324928597
132	0.602786105107045	0.79442778978591	0.397213894892955
133	0.627119116349346	0.745761767301307	0.372880883650654
134	0.602358094537223	0.795283810925554	0.397641905462777
135	0.534130452179011	0.931739095641979	0.465869547820989
136	0.469333638678377	0.938667277356753	0.530666361321623
137	0.398707177069252	0.797414354138504	0.601292822930748
138	0.342238780372457	0.684477560744915	0.657761219627543
139	0.431360218786554	0.862720437573108	0.568639781213446
140	0.356853881088579	0.713707762177158	0.643146118911421
141	0.550323610246985	0.89935277950603	0.449676389753015
142	0.480866057571906	0.961732115143812	0.519133942428094
143	0.42784406515667	0.85568813031334	0.57215593484333
144	0.357278418437818	0.714556836875637	0.642721581562182
145	0.309094535786457	0.618189071572913	0.690905464213543
146	0.419622418631741	0.839244837263482	0.580377581368259
147	0.372954177166156	0.745908354332313	0.627045822833844
148	0.272396399956919	0.544792799913838	0.727603600043081
149	0.19316073537572	0.38632147075144	0.80683926462428
150	0.142050550908775	0.284101101817550	0.857949449091225
151	0.110888642878924	0.221777285757848	0.889111357121076

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