Multiple Linear Regression - Estimated Regression Equation

Gender[t] = + 0.597949944197336 + 0.00437351222682402Concern_mistakes[t] -0.0173002748928004Doubts_actions[t] + 0.0141160678171409Parental_expectations[t] + 0.006185694746909Parental_criticism[t] + 0.0199299315322437Personal_standards[t] -0.0432498272067169Organization[t] + 0.0262634935492487PLC[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)	0.597949944197336	0.411535	1.453	0.148534	0.074267
Concern_mistakes	0.00437351222682402	0.008598	0.5086	0.611823	0.305912
Doubts_actions	-0.0173002748928004	0.016643	-1.0395	0.300408	0.150204
Parental_expectations	0.0141160678171409	0.014181	0.9954	0.321287	0.160643
Parental_criticism	0.006185694746909	0.017773	0.348	0.728349	0.364174
Personal_standards	0.0199299315322437	0.011492	1.7342	0.085152	0.042576
Organization	-0.0432498272067169	0.011566	-3.7394	0.000271	0.000135
PLC	0.0262634935492487	0.018669	1.4068	0.161758	0.080879

Multiple Linear Regression - Regression Statistics
Multiple R	0.424855834673263
R-squared	0.180502480255915
Adjusted R-squared	0.138322460857322
F-TEST (value)	4.27933611291648
F-TEST (DF numerator)	7
F-TEST (DF denominator)	136
p-value	0.000264199339875648
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.455533348009159
Sum Squared Residuals	28.2214458361869

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.563241998076528	0.436758001923472
2	1	0.659041232570046	0.340958767429954
3	1	0.781558913282527	0.218441086717473
4	0	0.439916355940984	-0.439916355940984
5	1	0.72703265797369	0.272967342026310
6	1	0.72147222458761	0.27852777541239
7	1	1.10485343486693	-0.104853434866925
8	1	0.484428124536134	0.515571875463866
9	1	0.6629521135555	0.3370478864445
10	1	0.645004341033608	0.354995658966392
11	0	0.222238280464825	-0.222238280464825
12	1	0.671300454898794	0.328699545101206
13	0	0.464254218280553	-0.464254218280553
14	1	0.821088369699826	0.178911630300174
15	0	0.182645006599913	-0.182645006599913
16	0	0.697517811206787	-0.697517811206787
17	1	0.969724008065876	0.0302759919341237
18	0	1.25014989567502	-1.25014989567502
19	1	0.657516594612422	0.342483405387578
20	0	0.437596800885716	-0.437596800885716
21	1	0.66779139872972	0.33220860127028
22	1	0.68394195190732	0.316058048092680
23	0	0.46568691242771	-0.46568691242771
24	1	0.743959792927438	0.256040207072562
25	0	0.605120031224526	-0.605120031224526
26	1	0.958483211640104	0.0415167883598956
27	0	0.481633117111356	-0.481633117111356
28	1	1.26457063289594	-0.264570632895941
29	0	0.401325206953173	-0.401325206953173
30	1	0.602457517260548	0.397542482739452
31	1	0.539687109265028	0.460312890734972
32	0	0.488070680931322	-0.488070680931322
33	0	0.244536344590455	-0.244536344590455
34	0	0.213207489656181	-0.213207489656181
35	0	0.411327684760868	-0.411327684760868
36	1	0.412163044348671	0.587836955651329
37	0	0.543505142613647	-0.543505142613647
38	0	0.447521284271863	-0.447521284271863
39	1	0.641848593869277	0.358151406130723
40	0	0.670097648160253	-0.670097648160253
41	1	0.779562661878074	0.220437338121926
42	1	0.31233958080459	0.68766041919541
43	1	0.796195903835485	0.203804096164515
44	1	0.601148592865278	0.398851407134722
45	0	0.594184779725823	-0.594184779725823
46	1	0.812948547732315	0.187051452267685
47	0	0.427491112264492	-0.427491112264492
48	0	0.703362344690401	-0.703362344690401
49	1	0.45242155651972	0.54757844348028
50	0	0.726305289335162	-0.726305289335162
51	1	0.890187793399189	0.109812206600811
52	1	0.662017093325141	0.337982906674859
53	1	0.561950467535103	0.438049532464897
54	0	0.582481678983905	-0.582481678983905
55	1	0.710484936364889	0.289515063635111
56	0	0.255725157830062	-0.255725157830062
57	0	0.650969543247306	-0.650969543247306
58	1	0.312045469435121	0.68795453056488
59	1	0.705779266312945	0.294220733687055
60	1	0.942774066714847	0.0572259332851525
61	0	0.459264310678517	-0.459264310678517
62	1	0.763893838396806	0.236106161603194
63	0	0.340975934073361	-0.340975934073361
64	1	0.456928765408543	0.543071234591457
65	0	0.558949817939918	-0.558949817939918
66	0	0.150740781722405	-0.150740781722405
67	1	0.587380147412393	0.412619852587607
68	1	0.437056838205021	0.562943161794979
69	0	0.353091636185009	-0.353091636185009
70	0	0.597952402737545	-0.597952402737545
71	1	0.529655469708148	0.470344530291852
72	1	0.758693870464313	0.241306129535687
73	0	0.664098903192731	-0.664098903192731
74	0	0.780016463815995	-0.780016463815995
75	0	0.398280480114844	-0.398280480114844
76	0	0.518530994510164	-0.518530994510164
77	1	0.769493891901017	0.230506108098983
78	0	0.723582245908354	-0.723582245908354
79	1	0.447654721514774	0.552345278485226
80	1	0.471215569104775	0.528784430895225
81	0	0.414992418804905	-0.414992418804905
82	1	0.393826483768517	0.606173516231483
83	1	0.501530328152474	0.498469671847526
84	1	0.744182468652883	0.255817531347117
85	1	0.537097973802983	0.462902026197017
86	1	0.723800001367121	0.276199998632879
87	1	0.671037226140111	0.328962773859889
88	1	0.697100896166523	0.302899103833477
89	1	0.466304151880909	0.533695848119091
90	1	0.63754467973179	0.362455320268210
91	0	0.620567465586434	-0.620567465586434
92	0	0.587068923098296	-0.587068923098296
93	1	0.57948493191375	0.420515068086249
94	0	0.817833910378806	-0.817833910378806
95	1	0.820254328464619	0.179745671535381
96	0	0.277061828745541	-0.277061828745541
97	1	0.695295579998129	0.304704420001871
98	0	0.650094385662007	-0.650094385662007
99	1	0.365378670780804	0.634621329219196
100	0	0.684208630877617	-0.684208630877617
101	1	1.2244021243924	-0.224402124392400
102	1	0.76369749636103	0.236302503638970
103	1	0.885374375556575	0.114625624443425
104	1	0.996451716522952	0.00354828347704763
105	0	0.307060546042081	-0.307060546042081
106	1	0.594063216084299	0.405936783915701
107	0	0.509438199494678	-0.509438199494678
108	1	0.508169523059286	0.491830476940714
109	1	0.597512809158334	0.402487190841666
110	1	0.513374144079433	0.486625855920567
111	1	0.769064894252639	0.230935105747361
112	1	0.682775965179448	0.317224034820552
113	1	0.891390262393137	0.108609737606863
114	1	0.623251758098538	0.376748241901462
115	0	0.559710125442704	-0.559710125442704
116	1	0.349925324836356	0.650074675163644
117	0	0.432762613857539	-0.432762613857539
118	1	0.537995916701722	0.462004083298278
119	1	0.73590068772424	0.264099312275760
120	1	0.643542291917778	0.356457708082222
121	0	0.399874907176162	-0.399874907176162
122	0	0.0737521932105159	-0.0737521932105159
123	1	0.678863749690244	0.321136250309756
124	0	0.518987979009612	-0.518987979009612
125	1	0.648430154180819	0.351569845819181
126	0	0.483782758550231	-0.483782758550231
127	0	0.602310815441038	-0.602310815441038
128	1	0.683030956764437	0.316969043235563
129	1	0.724599776814506	0.275400223185494
130	0	0.34306676049017	-0.34306676049017
131	0	0.211776615261537	-0.211776615261537
132	1	0.571204384502637	0.428795615497363
133	0	0.549466299914101	-0.549466299914101
134	1	0.684256728394437	0.315743271605563
135	1	1.10561751359219	-0.105617513592191
136	0	0.420154639207281	-0.420154639207281
137	1	0.849189583497166	0.150810416502834
138	0	0.605120031224526	-0.605120031224526
139	1	0.556165141945324	0.443834858054676
140	1	0.585309613230341	0.414690386769659
141	1	0.771416506197661	0.228583493802339
142	1	0.744182468652883	0.255817531347117
143	1	0.73590068772424	0.264099312275760
144	1	0.544709902045385	0.455290097954615

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.152973121968894	0.305946243937789	0.847026878031106
12	0.0866885353756663	0.173377070751333	0.913311464624334
13	0.0955997956283977	0.191199591256795	0.904400204371602
14	0.105622964974902	0.211245929949803	0.894377035025098
15	0.0586041883769378	0.117208376753876	0.941395811623062
16	0.488818273230876	0.977636546461752	0.511181726769124
17	0.390545766752123	0.781091533504246	0.609454233247877
18	0.655993825992873	0.688012348014254	0.344006174007127
19	0.584292386050663	0.831415227898674	0.415707613949337
20	0.575717829971958	0.848564340056084	0.424282170028042
21	0.497670990092652	0.995341980185304	0.502329009907348
22	0.648273467488143	0.703453065023713	0.351726532511857
23	0.617377944785054	0.765244110429893	0.382622055214946
24	0.546770450967674	0.906459098064653	0.453229549032326
25	0.624114181040279	0.751771637919443	0.375885818959721
26	0.554061948696298	0.891876102607404	0.445938051303702
27	0.540151130732697	0.919697738534606	0.459848869267303
28	0.548069362542432	0.903861274915136	0.451930637457568
29	0.502172422318314	0.995655155363372	0.497827577681686
30	0.478254219307062	0.956508438614125	0.521745780692938
31	0.448401287059277	0.896802574118553	0.551598712940723
32	0.466236448844021	0.932472897688043	0.533763551155979
33	0.423500713692024	0.847001427384048	0.576499286307976
34	0.404136316976068	0.808272633952136	0.595863683023932
35	0.384718434098515	0.76943686819703	0.615281565901485
36	0.391884420953305	0.78376884190661	0.608115579046695
37	0.416786993874058	0.833573987748117	0.583213006125942
38	0.404088505494821	0.808177010989642	0.595911494505179
39	0.372153947111471	0.744307894222942	0.627846052888529
40	0.492079196448288	0.984158392896576	0.507920803551712
41	0.460641091952105	0.92128218390421	0.539358908047895
42	0.584056220826028	0.831887558347943	0.415943779173972
43	0.548754561580888	0.902490876838225	0.451245438419113
44	0.5350174998194	0.9299650003612	0.4649825001806
45	0.571740992565401	0.856518014869199	0.428259007434599
46	0.526634040998226	0.946731918003547	0.473365959001774
47	0.527938262300366	0.944123475399269	0.472061737699634
48	0.592386893828891	0.815226212342218	0.407613106171109
49	0.63136268217447	0.73727463565106	0.36863731782553
50	0.677370118959643	0.645259762080715	0.322629881040357
51	0.634127380768316	0.731745238463369	0.365872619231685
52	0.603689167176039	0.792621665647923	0.396310832823961
53	0.60550540935026	0.78898918129948	0.39449459064974
54	0.630373186576555	0.739253626846889	0.369626813423445
55	0.597355033695226	0.805289932609549	0.402644966304774
56	0.560879139202429	0.878241721595142	0.439120860797571
57	0.59782025160377	0.804359496792459	0.402179748396229
58	0.659644543077112	0.680710913845776	0.340355456922888
59	0.624235242627704	0.751529514744592	0.375764757372296
60	0.575208988515672	0.849582022968656	0.424791011484328
61	0.601231233157914	0.797537533684171	0.398768766842086
62	0.564745976857938	0.870508046284123	0.435254023142062
63	0.543449407824872	0.913101184350257	0.456550592175128
64	0.556223550062321	0.887552899875358	0.443776449937679
65	0.576535098099019	0.846929803801962	0.423464901900981
66	0.5391289490558	0.9217421018884	0.4608710509442
67	0.541843403164799	0.916313193670401	0.458156596835201
68	0.565305836173994	0.869388327652012	0.434694163826006
69	0.54608376741333	0.90783246517334	0.45391623258667
70	0.581216424745367	0.837567150509267	0.418783575254633
71	0.580249585078183	0.839500829843633	0.419750414921817
72	0.545399081508892	0.909201836982217	0.454600918491108
73	0.60209357730516	0.795812845389681	0.397906422694841
74	0.690685498563847	0.618629002872305	0.309314501436153
75	0.681296232553333	0.637407534893335	0.318703767446667
76	0.699938238382726	0.600123523234549	0.300061761617274
77	0.665734512574647	0.668530974850706	0.334265487425353
78	0.72932535223885	0.5413492955223	0.27067464776115
79	0.742674741410362	0.514650517179276	0.257325258589638
80	0.75366011291848	0.492679774163041	0.246339887081520
81	0.748559399412418	0.502881201175165	0.251440600587582
82	0.776023656531293	0.447952686937414	0.223976343468707
83	0.783303330489644	0.433393339020711	0.216696669510356
84	0.760034203908763	0.479931592182474	0.239965796091237
85	0.753202670771772	0.493594658456457	0.246797329228228
86	0.724026640759672	0.551946718480655	0.275973359240328
87	0.70475994529862	0.590480109402759	0.295240054701379
88	0.685110252929242	0.629779494141516	0.314889747070758
89	0.706020839618893	0.587958320762214	0.293979160381107
90	0.692126878685645	0.61574624262871	0.307873121314355
91	0.768559185009643	0.462881629980715	0.231440814990357
92	0.794908827166276	0.410182345667448	0.205091172833724
93	0.811815593303961	0.376368813392077	0.188184406696039
94	0.86237598909618	0.275248021807641	0.137624010903821
95	0.83442463351058	0.331150732978841	0.165575366489421
96	0.81362223714872	0.372755525702561	0.186377762851281
97	0.794411786645043	0.411176426709915	0.205588213354957
98	0.842550888065617	0.314898223868766	0.157449111934383
99	0.878184047468998	0.243631905062005	0.121815952531002
100	0.940964069771325	0.118071860457351	0.0590359302286753
101	0.930935783452005	0.138128433095990	0.0690642165479951
102	0.915871230454451	0.168257539091098	0.0841287695455489
103	0.892587447481988	0.214825105036024	0.107412552518012
104	0.874386690639462	0.251226618721075	0.125613309360538
105	0.84717386184063	0.305652276318739	0.152826138159370
106	0.839634019233567	0.320731961532866	0.160365980766433
107	0.844933800838174	0.310132398323652	0.155066199161826
108	0.836986574493435	0.326026851013129	0.163013425506565
109	0.837616730357992	0.324766539284016	0.162383269642008
110	0.874815010811715	0.250369978376570	0.125184989188285
111	0.840265735666837	0.319468528666325	0.159734264333163
112	0.818066932162471	0.363866135675058	0.181933067837529
113	0.783203759746962	0.433592480506076	0.216796240253038
114	0.74818357631714	0.503632847365721	0.251816423682861
115	0.809945394471211	0.380109211057578	0.190054605528789
116	0.891416085712768	0.217167828574465	0.108583914287232
117	0.861826781802736	0.276346436394529	0.138173218197264
118	0.892667155998793	0.214665688002415	0.107332844001207
119	0.8569594363253	0.2860811273494	0.1430405636747
120	0.877019510079885	0.245960979840230	0.122980489920115
121	0.837201915753348	0.325596168493304	0.162798084246652
122	0.794185180380943	0.411629639238115	0.205814819619057
123	0.788620790691747	0.422758418616507	0.211379209308253
124	0.76054511259826	0.478909774803479	0.239454887401740
125	0.687017847131626	0.625964305736747	0.312982152868374
126	0.650623229331549	0.698753541336901	0.349376770668451
127	0.661353464305742	0.677293071388516	0.338646535694258
128	0.621504492092529	0.756991015814942	0.378495507907471
129	0.512537733331965	0.97492453333607	0.487462266668035
130	0.438963315127023	0.877926630254047	0.561036684872977
131	0.346355472891820	0.692710945783639	0.65364452710818
132	0.302752625636018	0.605505251272037	0.697247374363982
133	0.541687705688298	0.916624588623403	0.458312294311702

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