Multiple Linear Regression - Estimated Regression Equation

Selfconfidence[t] = + 13.6904599062833 -3.23857734904733Gender[t] + 0.00877329489010884ConcernMistakes[t] + 0.0239140039291088ConcernMistakes_G[t] -0.212820358169707DoubtsActions[t] -0.186727182614101DoubtsActions_G[t] + 0.0272883965522743ParentalCriticism[t] + 0.0569766005229586ParentalCriticism_G[t] + 0.0323243960587162PersonalStandards[t] -0.038112033503889PersonalStandards_G[t] + 0.117975229950911Organization[t] + 0.20126225687406Organization_G[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)	13.6904599062833	1.818071	7.5302	0	0
Gender	-3.23857734904733	2.978129	-1.0875	0.278732	0.139366
ConcernMistakes	0.00877329489010884	0.047808	0.1835	0.854666	0.427333
ConcernMistakes_G	0.0239140039291088	0.077534	0.3084	0.758218	0.379109
DoubtsActions	-0.212820358169707	0.09557	-2.2269	0.027578	0.013789
DoubtsActions_G	-0.186727182614101	0.146837	-1.2717	0.205631	0.102815
ParentalCriticism	0.0272883965522743	0.087395	0.3122	0.755329	0.377665
ParentalCriticism_G	0.0569766005229586	0.144895	0.3932	0.694759	0.34738
PersonalStandards	0.0323243960587162	0.061268	0.5276	0.598631	0.299316
PersonalStandards_G	-0.038112033503889	0.104694	-0.364	0.716391	0.358195
Organization	0.117975229950911	0.063028	1.8718	0.063354	0.031677
Organization_G	0.20126225687406	0.114274	1.7612	0.080416	0.040208

Multiple Linear Regression - Regression Statistics
Multiple R	0.478100989985447
R-squared	0.228580556625065
Adjusted R-squared	0.16709060099373
F-TEST (value)	3.71736414961047
F-TEST (DF numerator)	11
F-TEST (DF denominator)	138
p-value	0.000117570465484218
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.07435659787837
Sum Squared Residuals	593.80783073229

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	13	15.9244033794531	-2.92440337945306
2	16	15.7537883801615	0.246211619838472
3	19	15.4057083847125	3.59429161528748
4	15	13.7839279492215	1.21607205077851
5	14	14.9505730477062	-0.950573047706224
6	13	15.3440780002771	-2.34407800027713
7	19	14.7749452411399	4.22505475886011
8	15	15.999341490788	-0.99934149078803
9	14	15.7352249296477	-1.73522492964765
10	15	14.5096438458473	0.490356154152711
11	16	15.147417901838	0.852582098162033
12	16	15.0109219850529	0.98907801494712
13	16	14.8151634815918	1.18483651840823
14	17	16.7001035733494	0.299896426650644
15	15	11.5428174578176	3.45718254218244
16	15	15.5370191361718	-0.537019136171766
17	20	16.2634258774095	3.7365741225905
18	18	16.0671671525525	1.93283284744751
19	16	16.2325291023858	-0.232529102385761
20	16	13.9455165793955	2.05448342060446
21	19	15.3086157014263	3.69138429857371
22	16	14.6131207090056	1.38687929099442
23	17	16.0754446539469	0.924555346053067
24	17	15.1623835630412	1.83761643695884
25	16	14.1113981164146	1.88860188358541
26	15	13.7526207918341	1.24737920816588
27	14	15.8525075114034	-1.85250751140338
28	15	15.8571549046436	-0.857154904643638
29	12	14.5724869371323	-2.57248693713228
30	14	15.1063170296204	-1.10631702962038
31	16	15.5250306676379	0.474969332362088
32	14	15.6586053429802	-1.65860534298015
33	7	14.1273172645846	-7.12731726458463
34	10	12.774635684856	-2.77463568485596
35	14	14.1523005086941	-0.152300508694102
36	16	16.4066349494271	-0.406634949427065
37	16	13.9703777149178	2.02962228508223
38	16	12.5366637102876	3.46333628971245
39	14	15.5565292391564	-1.55652923915643
40	20	18.3653833883118	1.6346166116882
41	14	14.2389702289017	-0.238970228901665
42	14	15.2325191694071	-1.23251916940708
43	11	14.5725694031111	-3.57256940311107
44	15	15.4554079952953	-0.455407995295286
45	16	15.5125200773641	0.487479922635864
46	14	14.9762567257839	-0.976256725783944
47	16	14.3860851039445	1.61391489605552
48	14	15.0668203990549	-1.06682039905489
49	12	14.6988543566534	-2.69885435665342
50	16	15.1790857500451	0.820914249954856
51	9	12.1697546075229	-3.16975460752286
52	14	14.6423117000206	-0.64231170002056
53	16	15.666511053809	0.333488946191029
54	16	15.1284267393245	0.871573260675543
55	15	14.6666780965847	0.333321903415258
56	16	15.2755527567287	0.724447243271338
57	12	13.1065870035093	-1.10658700350926
58	16	16.033474846882	-0.0334748468819896
59	16	16.0260662005621	-0.0260662005620591
60	14	16.382009611696	-2.38200961169597
61	16	13.6148836362444	2.38511636375564
62	17	16.8238241036963	0.176175896303671
63	18	14.796944482711	3.20305551728899
64	18	16.0772621786825	1.92273782131755
65	12	15.0086158419986	-3.00861584199858
66	16	16.0120576157256	-0.0120576157256189
67	10	13.9285122580368	-3.92851225803681
68	14	13.179433058654	0.820566941345987
69	18	15.879095513538	2.12090448646198
70	18	17.1956789531862	0.80432104681376
71	16	15.171226792168	0.828773207831987
72	16	15.6043664588382	0.395633541161823
73	16	14.6619737067197	1.33802629328028
74	13	14.5023013137842	-1.50230131378418
75	16	15.1146969118119	0.885303088188091
76	16	14.6869259484412	1.31307405155878
77	20	16.8175350964247	3.18246490357525
78	16	15.2578670109011	0.742132989098926
79	15	11.1225136152367	3.87748638476326
80	15	15.5863505207698	-0.586350520769762
81	16	15.7119394975354	0.288060502464623
82	14	13.6902099260435	0.309790073956472
83	15	13.7792420513741	1.22075794862592
84	12	14.9870395642523	-2.98703956425231
85	17	16.4435075479248	0.556492452075229
86	16	15.5006996868776	0.499300313122432
87	15	13.7996608748901	1.20033912510991
88	13	14.3893691806829	-1.38936918068286
89	16	15.582204868988	0.41779513101199
90	16	15.3177938214201	0.682206178579898
91	16	15.9487319563102	0.0512680436898163
92	16	16.4773001309686	-0.477300130968617
93	14	15.2449713483551	-1.24497134835508
94	16	14.3564846291403	1.64351537085972
95	16	13.8230304036733	2.17696959632668
96	20	16.0757623245403	3.92423767545967
97	15	16.1749351449768	-1.17493514497681
98	16	14.419096168496	1.58090383150398
99	13	13.0649088565378	-0.0649088565377565
100	17	15.9058237546064	1.09417624539357
101	16	13.918983115302	2.08101688469799
102	12	13.3258665170576	-1.32586651705765
103	16	14.9896405037922	1.01035949620776
104	16	15.2453599519217	0.75464004807832
105	17	15.342283663855	1.65771633614501
106	13	11.8302166483025	1.16978335169754
107	12	15.6929676906234	-3.69296769062342
108	18	16.0000227516948	1.99997724830517
109	14	14.407654319102	-0.407654319101987
110	14	14.696283475394	-0.696283475394039
111	13	14.2191130615465	-1.21911306154654
112	16	15.4597860142233	0.540213985776681
113	13	13.3858924291833	-0.385892429183331
114	16	15.0149411238257	0.98505887617433
115	13	15.1798782726753	-2.17987827267529
116	16	15.8928564590829	0.10714354091714
117	15	14.7471229731149	0.252877026885079
118	16	15.5672752636237	0.432724736376266
119	15	14.4371022084823	0.562897791517722
120	17	15.7711922826	1.22880771740001
121	15	16.0576682223147	-1.05766822231465
122	12	14.1003992829567	-2.10039928295671
123	16	14.2452537355041	1.75474626449588
124	10	14.5407968772968	-4.54079687729676
125	16	14.9916672073607	1.00833279263933
126	14	14.2729181932461	-0.272918193246106
127	15	16.2239857707387	-1.22398577073869
128	13	13.9311249183268	-0.931124918326784
129	15	14.605647372226	0.394352627774
130	11	14.2537990121	-3.25379901210002
131	12	14.4104160847048	-2.41041608470483
132	8	13.9681560904257	-5.96815609042569
133	16	15.9742547043547	0.025745295645268
134	15	15.5948091988777	-0.594809198877692
135	17	15.5428877887217	1.45711221127833
136	16	14.8790947982401	1.12090520175987
137	10	15.2055609650956	-5.20556096509563
138	18	14.1616858341785	3.83831416582149
139	13	13.7430386209006	-0.743038620900636
140	15	14.7419604605995	0.258039539400483
141	16	14.1113981164146	1.88860188358541
142	16	15.1089926020232	0.891007397976815
143	14	14.2015700030607	-0.201570003060701
144	10	13.9523220553945	-3.95232205539449
145	17	16.4435075479248	0.556492452075229
146	13	15.1489044608854	-2.14890446088543
147	15	16.0576682223147	-1.05766822231465
148	16	15.7749295779837	0.225070422016346
149	12	15.5326927633043	-3.53269276330432
150	13	14.0179669199171	-1.01796691991715

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
15	0.925254089848804	0.149491820302391	0.0747459101511956
16	0.85818947737465	0.283621045250699	0.14181052262535
17	0.784345153699594	0.431309692600813	0.215654846300406
18	0.69213703725387	0.615725925492261	0.307862962746131
19	0.584219948475781	0.831560103048437	0.415780051524219
20	0.484634882636314	0.969269765272629	0.515365117363686
21	0.642420080915322	0.715159838169356	0.357579919084678
22	0.651353413045579	0.697293173908842	0.348646586954421
23	0.584431947411197	0.831136105177605	0.415568052588803
24	0.530680636161421	0.938638727677158	0.469319363838579
25	0.47595492799861	0.95190985599722	0.52404507200139
26	0.434494451061421	0.868988902122841	0.56550554893858
27	0.386262921554637	0.772525843109275	0.613737078445363
28	0.579825891232321	0.840348217535359	0.420174108767679
29	0.600543643877045	0.79891271224591	0.399456356122955
30	0.550894315694996	0.898211368610009	0.449105684305004
31	0.493281594379401	0.986563188758802	0.506718405620599
32	0.433179628910959	0.866359257821919	0.56682037108904
33	0.967513573694358	0.0649728526112841	0.0324864263056421
34	0.973740299541029	0.0525194009179427	0.0262597004589713
35	0.963032736042512	0.0739345279149765	0.0369672639574882
36	0.952322772754245	0.0953544544915092	0.0476772272457546
37	0.951317726188006	0.0973645476239889	0.0486822738119944
38	0.966970787558677	0.066058424882646	0.033029212441323
39	0.963226705099636	0.0735465898007276	0.0367732949003638
40	0.97728840585724	0.0454231882855185	0.0227115941427592
41	0.968298721982585	0.0634025560348293	0.0317012780174147
42	0.966004601111864	0.0679907977762715	0.0339953988881357
43	0.98151848604972	0.0369630279005596	0.0184815139502798
44	0.974490820257012	0.0510183594859759	0.025509179742988
45	0.966260358508043	0.0674792829839135	0.0337396414919567
46	0.956616513312828	0.0867669733743436	0.0433834866871718
47	0.947658633317503	0.104682733364994	0.052341366682497
48	0.935650101415385	0.128699797169229	0.0643498985846147
49	0.943153675039884	0.113692649920233	0.0568463249601164
50	0.927994290252675	0.144011419494651	0.0720057097473255
51	0.941690660771955	0.11661867845609	0.0583093392280449
52	0.92606344744373	0.147873105112541	0.0739365525562703
53	0.907643487481896	0.184713025036208	0.0923565125181039
54	0.892563784126474	0.214872431747052	0.107436215873526
55	0.870755419331386	0.258489161337228	0.129244580668614
56	0.84473688569058	0.310526228618841	0.155263114309421
57	0.81765686827891	0.364686263442182	0.182343131721091
58	0.783789388568891	0.432421222862218	0.216210611431109
59	0.744997731793408	0.510004536413184	0.255002268206592
60	0.755217265379425	0.48956546924115	0.244782734620575
61	0.757865144120109	0.484269711759782	0.242134855879891
62	0.716177701992742	0.567644596014516	0.283822298007258
63	0.76490913259024	0.470181734819519	0.23509086740976
64	0.760763445926961	0.478473108146078	0.239236554073039
65	0.810138542998531	0.379722914002937	0.189861457001469
66	0.77595061078263	0.448098778434741	0.224049389217371
67	0.860957174774246	0.278085650451508	0.139042825225754
68	0.836340735180344	0.327318529639311	0.163659264819656
69	0.84021697668632	0.319566046627361	0.15978302331368
70	0.813199547594263	0.373600904811475	0.186800452405737
71	0.783890091677019	0.432219816645962	0.216109908322981
72	0.746610747460151	0.506778505079698	0.253389252539849
73	0.721556810116908	0.556886379766185	0.278443189883092
74	0.705996694970594	0.588006610058813	0.294003305029406
75	0.686268160130571	0.627463679738857	0.313731839869429
76	0.655802245254893	0.688395509490214	0.344197754745107
77	0.720779204923739	0.558441590152523	0.279220795076261
78	0.68370996226852	0.63258007546296	0.31629003773148
79	0.78450444846926	0.43099110306148	0.21549555153074
80	0.748772051906274	0.502455896187453	0.251227948093726
81	0.707198567373538	0.585602865252924	0.292801432626462
82	0.70815535716805	0.583689285663899	0.29184464283195
83	0.680295405347957	0.639409189304086	0.319704594652043
84	0.735328121184529	0.529343757630942	0.264671878815471
85	0.695619906344379	0.608760187311242	0.304380093655621
86	0.652873489783573	0.694253020432854	0.347126510216427
87	0.62642980622222	0.74714038755556	0.37357019377778
88	0.600676963621478	0.798646072757044	0.399323036378522
89	0.553331822339662	0.893336355320676	0.446668177660338
90	0.508026385928306	0.983947228143388	0.491973614071694
91	0.455982018962008	0.911964037924016	0.544017981037992
92	0.425034065191444	0.850068130382887	0.574965934808556
93	0.440137523358535	0.880275046717069	0.559862476641465
94	0.441105800396944	0.882211600793888	0.558894199603056
95	0.437415716647415	0.87483143329483	0.562584283352585
96	0.590751366041495	0.81849726791701	0.409248633958505
97	0.549769078059126	0.900461843881748	0.450230921940874
98	0.556615354760942	0.886769290478116	0.443384645239058
99	0.506639996599345	0.98672000680131	0.493360003400655
100	0.477757605029646	0.95551521005929	0.522242394970354
101	0.473484940590007	0.946969881180014	0.526515059409993
102	0.44759724568268	0.895194491365361	0.55240275431732
103	0.413636180162316	0.827272360324633	0.586363819837683
104	0.392296295270274	0.784592590540549	0.607703704729726
105	0.406680507944709	0.813361015889417	0.593319492055291
106	0.430856763274346	0.861713526548692	0.569143236725654
107	0.54758168134385	0.9048366373123	0.45241831865615
108	0.598187419643846	0.803625160712308	0.401812580356154
109	0.575479375285098	0.849041249429805	0.424520624714902
110	0.520627326781922	0.958745346436156	0.479372673218078
111	0.46986387566669	0.93972775133338	0.53013612433331
112	0.416762011879355	0.83352402375871	0.583237988120645
113	0.371935713918518	0.743871427837036	0.628064286081482
114	0.36192475432827	0.723849508656539	0.63807524567173
115	0.349405062210559	0.698810124421117	0.650594937789441
116	0.290837049844612	0.581674099689224	0.709162950155388
117	0.267867326619525	0.53573465323905	0.732132673380475
118	0.263528568908791	0.527057137817581	0.73647143109121
119	0.254935884065091	0.509871768130182	0.745064115934909
120	0.231280060436479	0.462560120872959	0.76871993956352
121	0.187506233762298	0.375012467524595	0.812493766237703
122	0.164770265308406	0.329540530616811	0.835229734691594
123	0.173964337109354	0.347928674218708	0.826035662890646
124	0.252015073030027	0.504030146060054	0.747984926969973
125	0.196259428395544	0.392518856791089	0.803740571604456
126	0.148415986340889	0.296831972681778	0.851584013659111
127	0.107486237223407	0.214972474446814	0.892513762776593
128	0.096171535467252	0.192343070934504	0.903828464532748
129	0.0630616551263485	0.126123310252697	0.936938344873651
130	0.0490195071451278	0.0980390142902556	0.950980492854872
131	0.0351791673202444	0.0703583346404888	0.964820832679756
132	0.0289185356943467	0.0578370713886934	0.971081464305653
133	0.015359781853913	0.030719563707826	0.984640218146087
134	0.00702237965933809	0.0140447593186762	0.992977620340662
135	0.0124805011868111	0.0249610023736221	0.987519498813189

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	5	0.0413223140495868	OK
10% type I error level	20	0.165289256198347	NOK