Multiple Linear Regression - Estimated Regression Equation

PersonalStandards[t] = + 20.5443468355652 -1.34456042983868Month[t] + 0.317541932006347ConcernOverMistakes[t] -0.333075539403863DoubtsAboutActions[t] + 0.190532531457494ParentalExpectations[t] + 0.0631702202398643ParentalCriticism[t] + 0.39852922691684Organization[t] -0.00145199529513204t + 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)	20.5443468355652	15.111514	1.3595	0.17601	0.088005
Month	-1.34456042983868	1.517767	-0.8859	0.377091	0.188545
ConcernOverMistakes	0.317541932006347	0.054868	5.7874	0	0
DoubtsAboutActions	-0.333075539403863	0.107661	-3.0938	0.002355	0.001178
ParentalExpectations	0.190532531457494	0.10231	1.8623	0.064504	0.032252
ParentalCriticism	0.0631702202398643	0.131179	0.4816	0.630818	0.315409
Organization	0.39852922691684	0.073724	5.4057	0	0
t	-0.00145199529513204	0.006409	-0.2266	0.821062	0.410531

Multiple Linear Regression - Regression Statistics
Multiple R	0.607791545143314
R-squared	0.369410562347697
Adjusted R-squared	0.340177939410173
F-TEST (value)	12.6369283774912
F-TEST (DF numerator)	7
F-TEST (DF denominator)	151
p-value	1.05226938273972e-12
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.40786144542361
Sum Squared Residuals	1753.64146431191

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	24	24.6154601769689	-0.615460176968857
2	25	23.7203780443517	1.27962195564829
3	30	25.5463520584338	4.45364794156625
4	19	21.7332025846856	-2.73320258468564
5	22	21.9141711224935	0.085828877506543
6	22	24.4704360130666	-2.47043601306658
7	25	22.4204312161137	2.57956878388629
8	23	19.663810587401	3.33618941259899
9	17	18.9684456365141	-1.96844563651413
10	21	21.70094961844	-0.700949618439988
11	19	23.0464525421152	-4.04645254211519
12	19	23.4644188712026	-4.46441887120256
13	15	23.2139297598583	-8.21392975985835
14	16	17.1858883865609	-1.18588838656092
15	23	19.545123254526	3.45487674547401
16	27	23.8231988454104	3.17680115458958
17	22	20.9986686382727	1.00133136172727
18	14	16.5547016176838	-2.55470161768378
19	22	24.0033349739276	-2.00333497392757
20	23	24.1549549675712	-1.15495496757116
21	23	21.6792533025389	1.32074669746107
22	21	24.6290582256497	-3.62905822564971
23	19	22.5938294316657	-3.59382943166571
24	18	23.8214962862191	-5.8214962862191
25	20	23.1919463911011	-3.1919463911011
26	23	22.468278656401	0.531721343599004
27	25	23.2144081890078	1.78559181099220
28	19	23.3389437235236	-4.33894372352361
29	24	23.8281020276905	0.171897972309529
30	22	21.4778321172715	0.52216788272847
31	25	24.995143342288	0.00485665771197539
32	26	23.6666288935079	2.33337110649205
33	29	22.5620487430989	6.43795125690107
34	32	25.0151312741617	6.98486872583831
35	25	21.6251544735118	3.37484552648824
36	29	24.3341779046894	4.66582209531057
37	28	24.7215286307526	3.27847136924739
38	17	17.2122876724438	-0.212287672443842
39	28	26.1618212733088	1.83817872669123
40	29	22.8770586909418	6.12294130905824
41	26	27.6020337827467	-1.60203378274673
42	25	23.4281610259388	1.57183897406123
43	14	19.5596527129310	-5.55965271293097
44	25	21.9659315572723	3.0340684427277
45	26	21.6303452905670	4.36965470943303
46	20	20.3626235417236	-0.362623541723554
47	18	21.5821389355878	-3.5821389355878
48	32	24.5033885181282	7.49661148187175
49	25	24.8634797603586	0.136520239641448
50	25	21.7169079986238	3.28309200137619
51	23	20.721617363081	2.27838263691901
52	21	22.0977672887240	-1.09776728872405
53	20	23.9924405257051	-3.99244052570510
54	15	16.2871865072618	-1.2871865072618
55	30	27.0522222750069	2.94777772499308
56	24	25.2926387405630	-1.29263874056304
57	26	24.2231871816204	1.77681281837957
58	23	19.4826874568353	3.51731254316469
59	22	21.2372761778482	0.7627238221518
60	14	15.8198290780372	-1.81982907803719
61	24	22.2288568462182	1.77114315378178
62	24	22.7669896833657	1.23301031663433
63	22	23.0431118514054	-1.04311185140537
64	24	20.0490812819769	3.95091871802311
65	19	18.4269079353388	0.573092064661235
66	31	26.5343166342632	4.46568336573675
67	22	26.3465754833259	-4.34657548332594
68	27	21.3870221467152	5.61297785328475
69	19	17.7740275465564	1.22597245344365
70	25	22.248560854076	2.75143914592402
71	20	24.7184455635103	-4.71844556351032
72	21	21.3529722732986	-0.352972273298564
73	27	27.3096048400485	-0.309604840048460
74	23	24.4945080304255	-1.49450803042549
75	25	25.4484932337964	-0.448493233796377
76	20	22.1219658415182	-2.12196584151823
77	21	19.2711013671893	1.7288986328107
78	22	22.4576498720129	-0.457649872012915
79	23	22.9884598012194	0.0115401987805513
80	25	23.8335132988602	1.16648670113983
81	25	23.4904520408654	1.50954795913462
82	17	23.6599599704579	-6.65995997045786
83	19	21.3996286900062	-2.39962869000622
84	25	23.9079334090061	1.09206659099392
85	19	22.2161303011981	-3.21613030119806
86	20	23.033834071491	-3.03383407149098
87	25	22.3042715925031	2.69572840749686
88	23	20.8485405052727	2.15145949472735
89	27	24.5643291580915	2.43567084190848
90	17	20.7682999591211	-3.76829995912113
91	17	23.2971622941603	-6.29716229416034
92	19	19.9431836121737	-0.94318361217374
93	17	19.5773630567943	-2.57736305679429
94	22	21.8250159211754	0.174984078824584
95	21	23.4842690128125	-2.48426901281247
96	32	28.5933811903275	3.40661880967254
97	21	24.6717083507703	-3.67170835077026
98	21	24.3919229885562	-3.39192298855623
99	18	21.0883075408688	-3.0883075408688
100	18	21.1630501000525	-3.16305010005252
101	23	22.7836039939921	0.216396006007864
102	19	20.4167646855259	-1.41676468552588
103	19	23.3322872993455	-4.33228729934554
104	21	22.2562186537996	-1.25621865379957
105	20	23.8715975447009	-3.8715975447009
106	17	18.6099691353834	-1.60996913538337
107	18	20.0696690113420	-2.06966901134195
108	19	20.6518170739204	-1.65181707392039
109	22	22.1379399582682	-0.137939958268183
110	15	18.7087038113505	-3.70870381135047
111	14	18.7016490908593	-4.70164909085932
112	18	26.5339534372729	-8.53395343727288
113	24	21.3186930698236	2.68130693017636
114	35	23.4396894443247	11.5603105556753
115	29	19.1764921232580	9.82350787674203
116	21	21.7038531359647	-0.703853135964666
117	25	20.2875265328775	4.71247346712253
118	19	20.2231146912019	-1.22311469120191
119	22	23.1926672455877	-1.19266724558766
120	13	16.5693318909854	-3.56933189098536
121	26	22.8219877945414	3.17801220545859
122	17	16.8084047756571	0.191595224342898
123	25	20.1773952428261	4.82260475717388
124	20	20.5026669685515	-0.502666968551508
125	19	18.2187115115903	0.781288488409747
126	21	22.5133858524599	-1.51338585245987
127	22	20.7355714410995	1.26442855890048
128	24	22.5628743538752	1.43712564612484
129	21	22.8941818485835	-1.89418184858355
130	26	25.290259634239	0.709740365761025
131	24	20.5759441403023	3.42405585969768
132	16	20.1509361203503	-4.15093612035027
133	23	22.0796289994686	0.920371000531403
134	18	20.4538876476656	-2.45388764766561
135	16	22.1982727089264	-6.19827270892642
136	26	24.0373752206743	1.96262477932572
137	19	18.9215881828753	0.0784118171247219
138	21	16.8435503307432	4.15644966925678
139	21	22.0501475256849	-1.05014752568494
140	22	18.6369453321101	3.36305466788988
141	23	19.6199455512131	3.38005444878689
142	29	24.6792438590453	4.32075614095474
143	21	19.6705334554183	1.32946654458167
144	21	19.7761829631607	1.22381703683931
145	23	21.9281702288537	1.07182977114626
146	27	22.8058392352872	4.19416076471282
147	25	25.1110595947121	-0.111059594712143
148	21	20.7456399450393	0.254360054960657
149	10	17.0011886052382	-7.00118860523817
150	20	22.4720036129577	-2.47200361295771
151	26	22.3308339322751	3.66916606772492
152	24	23.5585884292772	0.441411570722758
153	29	31.2800720226967	-2.2800720226967
154	19	18.6922053960791	0.307794603920859
155	24	22.1631390037223	1.83686099627767
156	22	20.7968412922494	1.20315870775063
157	24	23.2648168743218	0.735183125678164
158	22	21.7826009388685	0.217399061131487
159	19	23.2509755628181	-4.25097556281815

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.0477993147051032	0.0955986294102064	0.952200685294897
12	0.0144490054928866	0.0288980109857732	0.985550994507113
13	0.0653354410451843	0.130670882090369	0.934664558954816
14	0.125641389605271	0.251282779210543	0.874358610394729
15	0.580729561396217	0.838540877207566	0.419270438603783
16	0.526101017347537	0.947797965304925	0.473898982652462
17	0.572861771014859	0.854276457970282	0.427138228985141
18	0.531008253791037	0.937983492417926	0.468991746208963
19	0.452039652486717	0.904079304973434	0.547960347513283
20	0.560726085383884	0.878547829232233	0.439273914616116
21	0.575345763206358	0.849308473587284	0.424654236793642
22	0.50789145334768	0.98421709330464	0.49210854665232
23	0.449515791721746	0.899031583443492	0.550484208278254
24	0.462299505166648	0.924599010333296	0.537700494833352
25	0.409154964363566	0.818309928727131	0.590845035636434
26	0.35661004783477	0.71322009566954	0.64338995216523
27	0.322917871533897	0.645835743067795	0.677082128466103
28	0.305463862767436	0.610927725534872	0.694536137232564
29	0.266902753264103	0.533805506528205	0.733097246735897
30	0.214956144676834	0.429912289353669	0.785043855323166
31	0.184011046430381	0.368022092860762	0.81598895356962
32	0.225303532244413	0.450607064488827	0.774696467755587
33	0.318032200903403	0.636064401806807	0.681967799096597
34	0.54148344644783	0.91703310710434	0.45851655355217
35	0.493510367799752	0.987020735599504	0.506489632200248
36	0.501830320278492	0.996339359443015	0.498169679721508
37	0.465811235485127	0.931622470970255	0.534188764514873
38	0.496207631543304	0.992415263086608	0.503792368456696
39	0.443241630861509	0.886483261723019	0.556758369138491
40	0.474068356951109	0.948136713902217	0.525931643048891
41	0.464853350755543	0.929706701511086	0.535146649244457
42	0.414540260180431	0.829080520360862	0.585459739819569
43	0.623522967491294	0.752954065017413	0.376477032508706
44	0.591396279468569	0.817207441062862	0.408603720531431
45	0.580299981407849	0.839400037184302	0.419700018592151
46	0.542609751407607	0.914780497184786	0.457390248592393
47	0.568845869176787	0.862308261646427	0.431154130823213
48	0.652351782864302	0.695296434271395	0.347648217135698
49	0.623937192760621	0.752125614478757	0.376062807239379
50	0.60035282781643	0.799294344367139	0.399647172183570
51	0.566319252462551	0.867361495074897	0.433680747537449
52	0.541785506006094	0.916428987987811	0.458214493993906
53	0.600811151697671	0.798377696604659	0.399188848302329
54	0.576920089366981	0.846159821266039	0.423079910633019
55	0.596672119842571	0.806655760314858	0.403327880157429
56	0.57287739692248	0.85424520615504	0.42712260307752
57	0.530351787685096	0.939296424629807	0.469648212314904
58	0.523846665264392	0.952306669471216	0.476153334735608
59	0.480109777200272	0.960219554400544	0.519890222799728
60	0.45005560431613	0.90011120863226	0.54994439568387
61	0.409181858313862	0.818363716627723	0.590818141686138
62	0.375831334443078	0.751662668886156	0.624168665556922
63	0.344368791957969	0.688737583915938	0.655631208042031
64	0.358688579553876	0.717377159107753	0.641311420446124
65	0.319396407710402	0.638792815420803	0.680603592289598
66	0.339508416496954	0.679016832993908	0.660491583503046
67	0.430658638415186	0.861317276830371	0.569341361584814
68	0.500429668450226	0.999140663099548	0.499570331549774
69	0.46147313543214	0.92294627086428	0.53852686456786
70	0.445150830589446	0.890301661178892	0.554849169410554
71	0.535581861304422	0.928836277391155	0.464418138695578
72	0.494266033277097	0.988532066554194	0.505733966722903
73	0.459165732010826	0.918331464021652	0.540834267989174
74	0.430347263221608	0.860694526443215	0.569652736778392
75	0.405886116179535	0.811772232359069	0.594113883820465
76	0.380421257472327	0.760842514944653	0.619578742527673
77	0.359785138741109	0.719570277482217	0.640214861258891
78	0.320734638669827	0.641469277339654	0.679265361330173
79	0.283329099243829	0.566658198487659	0.71667090075617
80	0.263099816785428	0.526199633570856	0.736900183214572
81	0.238882354208839	0.477764708417677	0.761117645791161
82	0.34019501537892	0.68039003075784	0.65980498462108
83	0.315252797649315	0.63050559529863	0.684747202350685
84	0.284601870375966	0.569203740751933	0.715398129624034
85	0.279980432804311	0.559960865608623	0.720019567195689
86	0.268402248548380	0.536804497096759	0.73159775145162
87	0.281620486228191	0.563240972456382	0.718379513771809
88	0.27283772159317	0.54567544318634	0.72716227840683
89	0.264680544024125	0.529361088048251	0.735319455975875
90	0.25799815668345	0.5159963133669	0.74200184331655
91	0.324235401492015	0.64847080298403	0.675764598507985
92	0.282801648409032	0.565603296818064	0.717198351590968
93	0.254385501518886	0.508771003037772	0.745614498481114
94	0.226664990896849	0.453329981793697	0.773335009103151
95	0.202270772569564	0.404541545139128	0.797729227430436
96	0.225413018665835	0.450826037331671	0.774586981334165
97	0.213363466915261	0.426726933830521	0.78663653308474
98	0.196593106180592	0.393186212361183	0.803406893819408
99	0.175959618515543	0.351919237031087	0.824040381484457
100	0.158068396790124	0.316136793580247	0.841931603209876
101	0.132671828543327	0.265343657086655	0.867328171456673
102	0.108371651134512	0.216743302269024	0.891628348865488
103	0.111238700096056	0.222477400192111	0.888761299903944
104	0.0906307256316616	0.181261451263323	0.909369274368338
105	0.0972875216812718	0.194575043362544	0.902712478318728
106	0.0787828283292672	0.157565656658534	0.921217171670733
107	0.0676119581527791	0.135223916305558	0.93238804184722
108	0.0616230586628013	0.123246117325603	0.938376941337199
109	0.0509487268905939	0.101897453781188	0.949051273109406
110	0.0507024897207455	0.101404979441491	0.949297510279254
111	0.0630306368252847	0.126061273650569	0.936969363174715
112	0.37471594195935	0.7494318839187	0.62528405804065
113	0.396065767017274	0.792131534034548	0.603934232982726
114	0.777236468589418	0.445527062821164	0.222763531410582
115	0.944703825227534	0.110592349544932	0.0552961747724658
116	0.92696163895201	0.146076722095981	0.0730383610479903
117	0.961282129391954	0.0774357412160923	0.0387178706080461
118	0.952686405316563	0.0946271893668732	0.0473135946834366
119	0.946333602324715	0.107332795350570	0.0536663976752852
120	0.955537504985884	0.088924990028232	0.044462495014116
121	0.94545858358664	0.109082832826721	0.0545414164133605
122	0.926410162352212	0.147179675295576	0.0735898376477878
123	0.930201968433878	0.139596063132244	0.0697980315661218
124	0.906593504726756	0.186812990546488	0.0934064952732442
125	0.897408804868619	0.205182390262763	0.102591195131381
126	0.869686847682626	0.260626304634748	0.130313152317374
127	0.858412016813367	0.283175966373266	0.141587983186633
128	0.822520124924674	0.354959750150653	0.177479875075326
129	0.785631510235046	0.428736979529909	0.214368489764954
130	0.756669643427386	0.486660713145227	0.243330356572614
131	0.728441878977573	0.543116242044854	0.271558121022427
132	0.742964464855606	0.514071070288788	0.257035535144394
133	0.699744922384611	0.600510155230778	0.300255077615389
134	0.641156486173096	0.717687027653807	0.358843513826904
135	0.877761802088364	0.244476395823273	0.122238197911636
136	0.834019475099343	0.331961049801315	0.165980524900657
137	0.78982252669633	0.420354946607341	0.210177473303671
138	0.79575811486991	0.40848377026018	0.20424188513009
139	0.781703414312484	0.436593171375031	0.218296585687516
140	0.71358677564883	0.572826448702339	0.286413224351170
141	0.640580769608577	0.718838460782846	0.359419230391423
142	0.597856761483372	0.804286477033256	0.402143238516628
143	0.540158227201639	0.919683545596722	0.459841772798361
144	0.470879728138157	0.941759456276313	0.529120271861843
145	0.356802453877931	0.713604907755861	0.643197546122069
146	0.343077876374913	0.686155752749826	0.656922123625087
147	0.516330738520749	0.967338522958502	0.483669261479251
148	0.352999393926963	0.705998787853926	0.647000606073037

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	1	0.0072463768115942	OK
10% type I error level	5	0.036231884057971	OK