Multiple Linear Regression - Estimated Regression Equation

Organization[t] = + 10.4980892782650 -2.15563229975179Gender[t] -0.0564877448316168Concern_mistakes[t] + 0.244749750576054Doubts_actions[t] -0.0878682090368594Parental_expectations[t] -0.265570849993746Parental_criticism[t] + 0.392456084218977Personal_standards[t] + 0.422739980796405PLC[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)	10.4980892782650	2.786009	3.7681	0.000244	0.000122
Gender	-2.15563229975179	0.576467	-3.7394	0.000271	0.000135
Concern_mistakes	-0.0564877448316168	0.060567	-0.9326	0.352655	0.176327
Doubts_actions	0.244749750576054	0.116078	2.1085	0.036822	0.018411
Parental_expectations	-0.0878682090368594	0.100194	-0.877	0.382045	0.191022
Parental_criticism	-0.265570849993746	0.123447	-2.1513	0.033221	0.01661
Personal_standards	0.392456084218977	0.074806	5.2463	1e-06	0
PLC	0.422739980796405	0.127707	3.3102	0.001194	0.000597

Multiple Linear Regression - Regression Statistics
Multiple R	0.573275404225135
R-squared	0.328644689089493
Adjusted R-squared	0.29408963632204
F-TEST (value)	9.51075639505441
F-TEST (DF numerator)	7
F-TEST (DF denominator)	136
p-value	1.39365097240329e-09
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.21599473075328
Sum Squared Residuals	1406.59660671967

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	25	21.472096988388	3.52790301161201
2	24	23.0792433997669	0.920756600233053
3	21	20.1651113510913	0.834888648908694
4	23	22.5755260341188	0.424473965881232
5	17	19.3591035484242	-2.35910354842417
6	19	19.9687730209373	-0.96877302093731
7	18	26.0698269340776	-8.06982693407763
8	27	22.9131966912254	4.08680330877458
9	23	21.4119436075665	1.58805639243349
10	23	21.2402411734250	1.75975882657496
11	29	25.9522185623528	3.04778143764721
12	21	22.0334002979863	-1.03340029798626
13	26	24.5982651250385	1.40173487496149
14	25	24.1925996663637	0.807400333636295
15	25	25.5556408278409	-0.555640827840934
16	23	23.422123385822	-0.422123385822011
17	26	25.0201461157300	0.979853884269965
18	20	22.8371785917333	-2.83717859173326
19	29	23.3290077266109	5.67099227338905
20	24	22.5367758187068	1.46322418129316
21	23	24.7263280914576	-1.72632809145756
22	24	21.9831958868122	2.01680411318783
23	30	25.4395427868443	4.56045721315574
24	22	23.7153173411362	-1.71531734113623
25	22	25.0422328925509	-3.04223289255091
26	13	21.3129276915785	-8.3129276915785
27	24	21.3571953558729	2.64280464412709
28	17	24.2176671587708	-7.2176671587708
29	24	20.493158147903	3.50684185209701
30	21	20.0792324602835	0.920767539716471
31	23	21.8275452119501	1.17245478804995
32	24	22.6650098178363	1.33499018216368
33	24	21.9480991933763	2.05190080662367
34	24	24.6976692217011	-0.697669221701099
35	23	22.7900833192002	0.20991668079975
36	26	19.1386521001101	6.86134789988987
37	24	25.4345975456870	-1.43459754568703
38	21	22.9671314718146	-1.96713147181465
39	23	21.7025864123887	1.29741358761129
40	28	27.4700426969025	0.529957303097546
41	22	21.0885878907005	0.911412109299517
42	24	18.4676844681942	5.53231553180579
43	21	21.8535176854104	-0.853517685410424
44	23	22.2470747996786	0.752925200321428
45	23	24.9348009179177	-1.93480091791775
46	20	21.3931241230190	-1.39312412301902
47	23	20.7780159128226	2.22198408717736
48	21	24.0299104076889	-3.0299104076889
49	27	23.2469819362511	3.75301806374891
50	12	17.8166990172771	-5.81669901727711
51	15	18.7665289716325	-3.76652897163253
52	22	20.4183450465599	1.58165495344011
53	21	19.5055525482457	1.49444745175431
54	21	22.1194646511379	-1.11946465113793
55	20	21.5758841065183	-1.57588410651831
56	24	24.3546187203705	-0.35461872037052
57	24	23.3714504282183	0.628549571781727
58	29	22.3706096541294	6.62939034587064
59	25	24.4518013300897	0.54819866991034
60	14	22.683699240133	-8.683699240133
61	30	28.7862420875115	1.21375791248855
62	19	20.9538997508260	-1.95389975082595
63	29	25.9943798344302	3.00562016556984
64	25	22.0904787670295	2.90952123297051
65	25	24.4787749269239	0.521225073076063
66	25	22.3834045500627	2.61659544993727
67	16	19.3687662022976	-3.36876620229763
68	25	22.7909457951786	2.20905420482138
69	28	26.0994772382378	1.90052276176221
70	24	25.2064180391179	-1.20641803911790
71	25	24.2066076864779	0.793392313522083
72	21	20.1229986346376	0.877001365362361
73	22	25.4263920823487	-3.42639208234869
74	20	23.7405371241445	-3.74053712414450
75	25	24.1096143904700	0.890385609529972
76	27	24.7016884668325	2.29831153316749
77	21	21.3073343474352	-0.307334347435201
78	13	21.7383813724922	-8.7383813724922
79	26	22.5738779720636	3.42612202793639
80	26	21.1582999621859	4.84170003781407
81	25	23.2026101209902	1.79738987900978
82	22	21.3411122660312	0.658887733968845
83	19	17.2199647905347	1.78003520946534
84	23	24.2461468721482	-1.24614687214816
85	25	23.389074037079	1.61092596292101
86	15	19.8798227475879	-4.87982274758793
87	21	22.4240017076957	-1.42400170769567
88	23	23.4264092752187	-0.426409275218671
89	25	22.0785473666180	2.92145263338204
90	24	21.4788199100982	2.52118008990184
91	24	23.0117236392979	0.9882763607021
92	21	22.0912030827286	-1.09120308272860
93	24	23.3291237019031	0.67087629809695
94	22	24.7657798718929	-2.76577987189294
95	24	23.3753019633647	0.624698036635341
96	28	23.2161736797711	4.7838263202289
97	21	21.5153309258635	-0.51533092586346
98	17	19.4762223709726	-2.47622237097255
99	28	21.5169156371676	6.4830843628324
100	24	28.9986856133420	-4.99868561334197
101	10	16.3074511320150	-6.30745113201503
102	20	22.0336494080228	-2.03364940802282
103	22	22.4559782390996	-0.455978239099575
104	19	21.9081692193606	-2.9081692193606
105	22	23.4648450283357	-1.46484502833571
106	22	18.6244014788176	3.3755985211824
107	26	26.0819504133096	-0.0819504133096118
108	24	24.5750069933073	-0.575006993307343
109	22	20.8601352981832	1.13986470181681
110	20	20.8118660711419	-0.811866071141882
111	20	19.7848225474946	0.215177452505362
112	15	20.2297284984893	-5.22972849848927
113	20	20.8779498215596	-0.87794982155955
114	20	20.3271011066555	-0.327101106655502
115	24	23.0566569236910	0.943343076309048
116	29	23.0593227759856	5.94067722401444
117	23	23.8840700984419	-0.884070098441859
118	24	23.3327868466602	0.667213153339774
119	22	22.1142202882036	-0.114220288203600
120	16	19.0750945500881	-3.07509455008814
121	23	23.6034576104604	-0.603457610460381
122	27	22.2786331410636	4.72136685893639
123	16	20.2507785906528	-4.25077859065278
124	21	21.5490183366986	-0.549018336698598
125	26	22.0798255891111	3.92017441088892
126	22	21.9342754767984	0.0657245232015839
127	23	23.0249327649373	-0.0249327649373062
128	19	20.8363307180701	-1.83633071807008
129	18	18.0527671656676	-0.0527671656676029
130	24	20.8201850792315	3.1798149207685
131	29	23.1933302521853	5.80666974781469
132	22	18.4523989894751	3.54760101052488
133	24	23.3521679757137	0.647832024286278
134	22	21.2197162553014	0.780283744698575
135	12	21.5448795754195	-9.5448795754195
136	26	27.0990846642795	-1.09908466427955
137	18	21.4884535143454	-3.48845351434542
138	22	25.0422328925509	-3.04223289255091
139	24	21.8707923130622	2.12920768693783
140	21	22.0766958455374	-1.07669584553738
141	15	18.6360674521269	-3.63606745212691
142	23	24.2461468721482	-1.24614687214816
143	22	22.1142202882036	-0.114220288203600
144	24	21.9319275597089	2.06807244029110

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.835932502227607	0.328134995544786	0.164067497772393
12	0.782283779125978	0.435432441748044	0.217716220874022
13	0.751600654190144	0.496798691619712	0.248399345809856
14	0.64447937299062	0.711041254018761	0.355520627009380
15	0.530391448837033	0.939217102325935	0.469608551162967
16	0.474898928292455	0.94979785658491	0.525101071707545
17	0.377348300053574	0.754696600107147	0.622651699946426
18	0.449829473411108	0.899658946822216	0.550170526588892
19	0.540409061059599	0.919181877880802	0.459590938940401
20	0.524522723562992	0.950954552874015	0.475477276437008
21	0.465650507472302	0.931301014944604	0.534349492527698
22	0.385988172294766	0.771976344589531	0.614011827705234
23	0.420071012169619	0.840142024339238	0.579928987830381
24	0.373883729486149	0.747767458972299	0.62611627051385
25	0.337490525430194	0.674981050860388	0.662509474569806
26	0.67554028916968	0.648919421660641	0.324459710830320
27	0.643864320786672	0.712271358426656	0.356135679213328
28	0.871989509614126	0.256020980771747	0.128010490385874
29	0.847762128477124	0.304475743045752	0.152237871522876
30	0.806902886782026	0.386194226435949	0.193097113217974
31	0.778585890422773	0.442828219154455	0.221414109577227
32	0.733879556562722	0.532240886874555	0.266120443437278
33	0.687771766282127	0.624456467435746	0.312228233717873
34	0.669926201636844	0.660147596726312	0.330073798363156
35	0.61334230557235	0.773315388855301	0.386657694427651
36	0.761966091108882	0.476067817782236	0.238033908891118
37	0.726203075991101	0.547593848017798	0.273796924008899
38	0.706349605069491	0.587300789861017	0.293650394930509
39	0.657718095048295	0.68456380990341	0.342281904951705
40	0.636969527719061	0.726060944561878	0.363030472280939
41	0.584200170633455	0.83159965873309	0.415799829366545
42	0.629989584653955	0.74002083069209	0.370010415346045
43	0.580840141931712	0.838319716136577	0.419159858068288
44	0.528327569561863	0.943344860876274	0.471672430438137
45	0.485441362494334	0.970882724988668	0.514558637505666
46	0.460289414455365	0.92057882891073	0.539710585544635
47	0.423194179981029	0.846388359962058	0.576805820018971
48	0.419317374885659	0.838634749771318	0.580682625114341
49	0.453646655414215	0.907293310828431	0.546353344585785
50	0.648932338128152	0.702135323743696	0.351067661871848
51	0.686682165579313	0.626635668841373	0.313317834420687
52	0.64757973780507	0.70484052438986	0.35242026219493
53	0.606677160655094	0.786645678689812	0.393322839344906
54	0.562183109873139	0.875633780253722	0.437816890126861
55	0.519647174010968	0.960705651978064	0.480352825989032
56	0.4683662714956	0.9367325429912	0.5316337285044
57	0.418774445166567	0.837548890333134	0.581225554833433
58	0.577686354841707	0.844627290316585	0.422313645158293
59	0.533380030255386	0.933239939489227	0.466619969744614
60	0.7947266071237	0.410546785752599	0.205273392876299
61	0.773159688245722	0.453680623508556	0.226840311754278
62	0.74933885477968	0.501322290440641	0.250661145220320
63	0.747206929257402	0.505586141485195	0.252793070742598
64	0.736163757458787	0.527672485082426	0.263836242541213
65	0.695425615148002	0.609148769703997	0.304574384851998
66	0.673934145868465	0.65213170826307	0.326065854131535
67	0.687313053512212	0.625373892975577	0.312686946487788
68	0.666944204580404	0.666111590839192	0.333055795419596
69	0.637207435700847	0.725585128598306	0.362792564299153
70	0.596512136531554	0.806975726936892	0.403487863468446
71	0.549684717898977	0.900630564202046	0.450315282101023
72	0.502902972452088	0.994194055095824	0.497097027547912
73	0.505045842923073	0.989908314153853	0.494954157076927
74	0.516838520108713	0.966322959782574	0.483161479891287
75	0.470156761505566	0.940313523011131	0.529843238494434
76	0.446702295487636	0.893404590975272	0.553297704512364
77	0.398064373290314	0.796128746580628	0.601935626709686
78	0.697544879163227	0.604910241673545	0.302455120836773
79	0.700333093511373	0.599333812977255	0.299666906488627
80	0.753226463231044	0.493547073537913	0.246773536768956
81	0.723263905119706	0.553472189760589	0.276736094880294
82	0.687660813298927	0.624678373402145	0.312339186701072
83	0.655138656330301	0.689722687339398	0.344861343669699
84	0.614482482218531	0.771035035562939	0.385517517781469
85	0.578267529498262	0.843464941003477	0.421732470501738
86	0.634885014027263	0.730229971945475	0.365114985972737
87	0.596028589557074	0.80794282088585	0.403971410442926
88	0.54806329609506	0.90387340780988	0.45193670390494
89	0.548532860140392	0.902934279719216	0.451467139859608
90	0.54049430324104	0.91901139351792	0.45950569675896
91	0.495582022540904	0.991164045081808	0.504417977459096
92	0.451063869602721	0.902127739205443	0.548936130397279
93	0.415658110334496	0.831316220668991	0.584341889665504
94	0.391352910410673	0.782705820821345	0.608647089589327
95	0.349678274492409	0.699356548984817	0.650321725507591
96	0.393903281013575	0.78780656202715	0.606096718986425
97	0.345946108413104	0.691892216826208	0.654053891586896
98	0.332137367946913	0.664274735893826	0.667862632053087
99	0.531612518702001	0.936774962595998	0.468387481297999
100	0.673407729971518	0.653184540056964	0.326592270028482
101	0.768932459125814	0.462135081748372	0.231067540874186
102	0.730932056815566	0.538135886368868	0.269067943184434
103	0.685294218130572	0.629411563738856	0.314705781869428
104	0.698222962463022	0.603554075073955	0.301777037536978
105	0.65001071655655	0.699978566886899	0.349989283443450
106	0.667474650237553	0.665050699524893	0.332525349762446
107	0.611978881029944	0.776042237940113	0.388021118970056
108	0.55311976134628	0.89376047730744	0.44688023865372
109	0.514418567550734	0.971162864898532	0.485581432449266
110	0.470230246302234	0.940460492604468	0.529769753697766
111	0.408174117524988	0.816348235049976	0.591825882475012
112	0.457167144330914	0.914334288661828	0.542832855669086
113	0.396658211277157	0.793316422554314	0.603341788722843
114	0.335353670822361	0.670707341644722	0.664646329177639
115	0.27769679218416	0.55539358436832	0.72230320781584
116	0.450521066674806	0.901042133349613	0.549478933325194
117	0.384143259448017	0.768286518896035	0.615856740551983
118	0.385766468555411	0.771532937110823	0.614233531444589
119	0.318314425886883	0.636628851773767	0.681685574113116
120	0.264046872786571	0.528093745573142	0.735953127213429
121	0.206385799309297	0.412771598618594	0.793614200690703
122	0.251996261174219	0.503992522348439	0.748003738825781
123	0.207068465755578	0.414136931511155	0.792931534244423
124	0.163055228926365	0.326110457852731	0.836944771073635
125	0.167363114487302	0.334726228974605	0.832636885512698
126	0.128728470968656	0.257456941937312	0.871271529031344
127	0.0870540175363354	0.174108035072671	0.912945982463665
128	0.0561018529315769	0.112203705863154	0.943898147068423
129	0.0334882006833902	0.0669764013667804	0.96651179931661
130	0.0195227293141082	0.0390454586282165	0.980477270685892
131	0.0323597946594215	0.064719589318843	0.967640205340578
132	0.215598900552752	0.431197801105505	0.784401099447248
133	0.242860754031431	0.485721508062863	0.757139245968569

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	0.008130081300813	OK
10% type I error level	3	0.024390243902439	OK