Multiple Linear Regression - Estimated Regression Equation

E/Introjected[t] = + 7.19886437536333 + 0.537098324370937`I/Accomp.`[t] + 0.139674730633224`E/Ext.Regulation`[t] -0.669211159060354gender[t] + 0.0867952854772109PE[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)	7.19886437536333	2.588791	2.7808	0.006154	0.003077
`I/Accomp.`	0.537098324370937	0.067589	7.9465	0	0
`E/Ext.Regulation`	0.139674730633224	0.083014	1.6826	0.094644	0.047322
gender	-0.669211159060354	0.641333	-1.0435	0.298492	0.149246
PE	0.0867952854772109	0.090217	0.9621	0.337636	0.168818

Multiple Linear Regression - Regression Statistics
Multiple R	0.570779891253353
R-squared	0.325789684259189
Adjusted R-squared	0.306930654448258
F-TEST (value)	17.2749970452002
F-TEST (DF numerator)	4
F-TEST (DF denominator)	143
p-value	1.39434019885698e-11
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.58298406921987
Sum Squared Residuals	1835.80180216053

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	11	17.2452219505526	-6.24522195055256
2	22	16.0917919122773	5.90820808772271
3	23	24.9130977356286	-1.91309773562856
4	21	18.4287280162018	2.57127198379816
5	19	19.4161293794665	-0.416129379466504
6	12	16.0009852574516	-4.00098525745165
7	24	18.8282679628278	5.17173203717216
8	21	20.9859466163143	0.014053383685691
9	21	20.1484188729538	0.85158112704618
10	26	23.3031771385370	2.69682286146296
11	18	19.8086280705876	-1.80862807058755
12	21	21.5472825321743	-0.547282532174348
13	22	17.3306428600085	4.66935713999151
14	26	22.3038534259425	3.69614657405748
15	20	23.8163869554565	-3.8163869554565
16	20	22.0703421543271	-2.07034215432713
17	26	22.7471152093313	3.25288479066871
18	27	19.6566380977951	7.34336190220491
19	27	20.1963734154932	6.80362658450683
20	16	18.0841838676201	-2.08418386762014
21	26	23.6211957863401	2.37880421365988
22	20	18.4621232160842	1.53787678391581
23	25	23.1810916367173	1.81890836328265
24	16	19.8399069175816	-3.83990691758161
25	20	21.1432105757611	-1.14321057576106
26	20	19.7557486254315	0.244251374568459
27	24	21.9883002150654	2.01169978493464
28	24	23.3132044714068	0.686795528593236
29	22	16.5600332640222	5.43996673597783
30	18	17.7875942615778	0.212405738422207
31	21	21.5116432317942	-0.511643231794236
32	17	19.2186503010606	-2.21865030106060
33	15	15.7934788461760	-0.793478846176028
34	28	25.9723421488841	2.02765785111594
35	23	19.1873714540666	3.81262854593345
36	19	18.9847899454076	0.0152100545924071
37	15	18.6551980323123	-3.65519803231228
38	26	24.0063041379186	1.99369586208140
39	20	24.7456348869109	-4.74563488691086
40	11	15.5770361629353	-4.57703616293531
41	17	21.1547838410533	-4.1547838410533
42	16	18.5278385438383	-2.52783854383829
43	21	22.1182966968665	-1.11829669686648
44	18	18.1920591108205	-0.192059110820457
45	17	18.7609569226243	-1.76095692262430
46	21	22.1042579946483	-1.10425799464833
47	18	20.7431499886962	-2.74314998869620
48	16	14.8760255164421	1.12397448355795
49	13	16.6728334098391	-3.67283340983915
50	28	26.0150227047691	1.98497729523088
51	25	17.8404737067338	7.1595262932662
52	24	21.9496310285287	2.05036897147128
53	15	17.4047738192888	-2.40477381928884
54	21	20.656354703219	0.343645296781008
55	11	17.7875942615778	-6.78759426157779
56	27	21.9120529028967	5.08794709710328
57	23	20.7480748913129	2.25192510868713
58	21	22.3950091648058	-1.39500916480579
59	16	18.0991361031065	-2.09913610310652
60	20	17.0892206084117	2.91077939158833
61	21	23.5040351871371	-2.50403518713709
62	10	16.5596841799845	-6.55968417998454
63	18	24.4139266209273	-6.41392662092726
64	20	19.4526822131148	0.547317786885155
65	21	25.6793030694371	-4.67930306943708
66	24	22.5037979412743	1.49620205872567
67	26	20.6440394610598	5.35596053894025
68	23	21.5595977743336	1.44040222566641
69	22	20.4012428334416	1.59875716655835
70	13	16.6917970146740	-3.69179701467396
71	27	26.3458772351703	0.654122764829708
72	24	18.2454591964153	5.75454080358468
73	19	22.7774805230571	-3.77748052305712
74	17	19.0812634797169	-2.0812634797169
75	16	21.4415236418623	-5.44152364186232
76	20	20.5193169659129	-0.519316965912912
77	8	16.6970710013282	-8.69707100132825
78	16	21.3909321059958	-5.39093210599583
79	17	19.8615075157436	-2.86150751574357
80	23	23.3207663673506	-0.320766367350571
81	18	19.011143889785	-1.01114388978498
82	24	23.6238327796673	0.376167220332733
83	17	17.8188731085718	-0.818873108571847
84	20	21.9759849729061	-1.97598497290611
85	22	19.5774047082617	2.42259529173831
86	22	19.2552031347089	2.74479686529105
87	20	19.3433727962074	0.656627203792555
88	18	20.9885836096415	-2.98858360964145
89	21	19.9532277038374	1.04677229616256
90	23	19.1318550155834	3.86814498441661
91	28	22.9973021764920	5.00269782350803
92	19	21.4076078015411	-2.40760780154112
93	22	19.9143869608996	2.08561303910042
94	17	20.6828802039976	-3.68288020399761
95	25	23.4022876661735	1.59771233382651
96	22	22.0364263140059	-0.0364263140059339
97	21	19.3293340939893	1.67066590601071
98	15	19.1847344607394	-4.18473446073941
99	20	20.7308347465370	-0.730834746536964
100	25	18.6767986304742	6.32320136952576
101	21	20.4488482919434	0.551151708056627
102	24	23.4502422087128	0.549757791287155
103	23	20.75071188464	2.24928811535999
104	22	23.6740752314961	-1.67407523149614
105	14	20.5748334043961	-6.57483340439607
106	11	22.0993330920317	-11.0993330920317
107	22	16.8314717453072	5.16852825469281
108	22	22.0654172517105	-0.0654172517104694
109	6	15.4316945528184	-9.43169455281842
110	15	20.8851126286189	-5.88511262861895
111	26	22.2240555871785	3.77594441282149
112	26	22.8237116055376	3.17628839446245
113	20	17.9109423807033	2.08905761929666
114	26	22.7205897085527	3.27941029144733
115	15	16.6415545628451	-1.64155456284509
116	25	20.7912760876368	4.20872391236322
117	22	23.6261206889568	-1.62612068895679
118	20	21.9157151882075	-1.91571518820752
119	18	17.8025464970642	0.197453502935824
120	23	17.6113666972962	5.38863330270377
121	22	20.0739388296358	1.92606117036415
122	23	20.709234148375	2.29076585162499
123	17	22.3231661148150	-5.32316611481496
124	20	16.7785923001512	3.22140769984883
125	21	20.6612796058357	0.338720394164346
126	23	24.4186799671427	-1.41867996714269
127	25	23.4119659150056	1.58803408499441
128	25	21.0992674025701	3.90073259742986
129	21	17.1958930319919	3.80410696800807
130	22	19.1996866962258	2.80031330377421
131	18	19.2904933510514	-1.29049335105143
132	18	20.2373305113193	-2.23733051131932
133	18	22.3593698644257	-4.35936986442568
134	21	19.5897199504209	1.41028004957907
135	21	17.1716554405028	3.82834455949717
136	25	21.0490249507413	3.95097504925873
137	24	21.1811377854307	2.81886221456931
138	24	21.7521519501228	2.24784804987718
139	28	24.4086526342730	3.59134736572703
140	24	23.144538803069	0.855461196930994
141	22	22.067705161	-0.0677051609999881
142	22	21.5595977743336	0.440402225666413
143	20	21.7671041856092	-1.76710418560921
144	25	21.7860677904440	3.21393220955598
145	13	18.3004549944596	-5.30045499445963
146	21	19.9672664060556	1.03273359394441
147	23	19.6715903332815	3.32840966671853
148	18	21.1358202362185	-3.13582023621848

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.625219082871111	0.749561834257778	0.374780917128889
9	0.574786782404529	0.850426435190942	0.425213217595471
10	0.55134590856311	0.89730818287378	0.44865409143689
11	0.562045872850061	0.875908254299879	0.437954127149939
12	0.559355429744674	0.881289140510652	0.440644570255326
13	0.805915261495679	0.388169477008642	0.194084738504321
14	0.73903484294201	0.521930314115981	0.260965157057990
15	0.690919757167675	0.618160485664651	0.309080242832325
16	0.641931181461952	0.716137637076095	0.358068818538048
17	0.617517552903602	0.764964894192796	0.382482447096398
18	0.838583997057778	0.322832005884443	0.161416002942222
19	0.90836516827706	0.183269663445879	0.0916348317229396
20	0.895311846567973	0.209376306864054	0.104688153432027
21	0.863694547318501	0.272610905362997	0.136305452681499
22	0.823504293687136	0.352991412625728	0.176495706312864
23	0.779875963375406	0.440248073249187	0.220124036624594
24	0.811849190481306	0.376301619037388	0.188150809518694
25	0.773747943798687	0.452504112402626	0.226252056201313
26	0.721026939310984	0.557946121378032	0.278973060689016
27	0.671869935356056	0.656260129287888	0.328130064643944
28	0.611445654438889	0.777108691122223	0.388554345561111
29	0.630529331493489	0.738941337013022	0.369470668506511
30	0.576812168208226	0.846375663583549	0.423187831791774
31	0.519447934311011	0.961104131377977	0.480552065688989
32	0.503498918189717	0.993002163620567	0.496501081810283
33	0.454151403505304	0.908302807010608	0.545848596494696
34	0.406414821845102	0.812829643690205	0.593585178154898
35	0.387663235867459	0.775326471734918	0.612336764132541
36	0.333708221376937	0.667416442753874	0.666291778623063
37	0.354488803032411	0.708977606064822	0.645511196967589
38	0.309129593695623	0.618259187391245	0.690870406304377
39	0.354298365935955	0.70859673187191	0.645701634064045
40	0.412205541595499	0.824411083190999	0.5877944584045
41	0.440202368908227	0.880404737816454	0.559797631091773
42	0.410886815328927	0.821773630657855	0.589113184671073
43	0.371426477466958	0.742852954933916	0.628573522533042
44	0.321364671024955	0.64272934204991	0.678635328975045
45	0.286441014945663	0.572882029891326	0.713558985054337
46	0.246572171929706	0.493144343859413	0.753427828070294
47	0.233563649093096	0.467127298186191	0.766436350906904
48	0.200109470669690	0.400218941339380	0.79989052933031
49	0.211641893451548	0.423283786903096	0.788358106548452
50	0.184332604319601	0.368665208639202	0.815667395680399
51	0.27712611092426	0.55425222184852	0.72287388907574
52	0.248382503606571	0.496765007213142	0.751617496393429
53	0.224946118302909	0.449892236605819	0.77505388169709
54	0.188410803157508	0.376821606315017	0.811589196842492
55	0.318212360637278	0.636424721274557	0.681787639362721
56	0.347605467158589	0.695210934317179	0.652394532841411
57	0.322063282430472	0.644126564860944	0.677936717569528
58	0.287702336236942	0.575404672473883	0.712297663763058
59	0.261782124541873	0.523564249083747	0.738217875458127
60	0.244995913003484	0.489991826006968	0.755004086996516
61	0.225652932298838	0.451305864597677	0.774347067701162
62	0.320489915922763	0.640979831845526	0.679510084077237
63	0.41815023834618	0.83630047669236	0.58184976165382
64	0.373055789771798	0.746111579543595	0.626944210228202
65	0.407272197187736	0.814544394375471	0.592727802812264
66	0.369725054257422	0.739450108514844	0.630274945742578
67	0.421227529143608	0.842455058287216	0.578772470856392
68	0.381339006752366	0.762678013504732	0.618660993247634
69	0.343000570197361	0.686001140394722	0.656999429802639
70	0.351502180563348	0.703004361126697	0.648497819436652
71	0.310018459969289	0.620036919938577	0.689981540030711
72	0.374208357423378	0.748416714846757	0.625791642576622
73	0.381786634552541	0.763573269105081	0.61821336544746
74	0.354417787999559	0.708835575999118	0.645582212000441
75	0.41413897859494	0.82827795718988	0.58586102140506
76	0.369042613914912	0.738085227829823	0.630957386085088
77	0.611999076339175	0.77600184732165	0.388000923660825
78	0.671256895969383	0.657486208061234	0.328743104030617
79	0.655120498605713	0.689759002788575	0.344879501394287
80	0.613254137997769	0.773491724004461	0.386745862002231
81	0.56950398777743	0.86099202444514	0.43049601222257
82	0.522264490897494	0.955471018205013	0.477735509102506
83	0.476883311184503	0.953766622369006	0.523116688815497
84	0.440550964207413	0.881101928414825	0.559449035792587
85	0.410818949381432	0.821637898762865	0.589181050618568
86	0.386333723432061	0.772667446864122	0.613666276567939
87	0.341653256747404	0.683306513494808	0.658346743252596
88	0.325903727641001	0.651807455282002	0.674096272358999
89	0.286586305018355	0.57317261003671	0.713413694981645
90	0.290187408383079	0.580374816766158	0.709812591616921
91	0.339091175309499	0.678182350618999	0.660908824690501
92	0.312016731230835	0.624033462461669	0.687983268769165
93	0.283935649973957	0.567871299947914	0.716064350026043
94	0.298086486388145	0.596172972776291	0.701913513611855
95	0.262489954860211	0.524979909720422	0.737510045139789
96	0.225674531019452	0.451349062038904	0.774325468980548
97	0.194757073338284	0.389514146676568	0.805242926661716
98	0.204472215442050	0.408944430884100	0.79552778455795
99	0.171221805993964	0.342443611987929	0.828778194006036
100	0.218296435801806	0.436592871603611	0.781703564198194
101	0.182871802067567	0.365743604135135	0.817128197932433
102	0.152287562384571	0.304575124769142	0.847712437615429
103	0.130787755357460	0.261575510714919	0.86921224464254
104	0.108236687760495	0.216473375520989	0.891763312239505
105	0.170443639025534	0.340887278051067	0.829556360974467
106	0.604068257077055	0.791863485845889	0.395931742922945
107	0.655651264962481	0.688697470075038	0.344348735037519
108	0.607035507355478	0.785928985289045	0.392964492644523
109	0.90416859104793	0.191662817904142	0.0958314089520709
110	0.952945033314	0.0941099333720012	0.0470549666860006
111	0.950898868812397	0.0982022623752061	0.0491011311876031
112	0.950531735048548	0.0989365299029044	0.0494682649514522
113	0.93426728323831	0.131465433523382	0.065732716761691
114	0.938464696205439	0.123070607589122	0.0615353037945612
115	0.943938947452944	0.112122105094112	0.0560610525470561
116	0.937017295672097	0.125965408655807	0.0629827043279035
117	0.919188999695008	0.161622000609984	0.0808110003049922
118	0.91774536058335	0.164509278833300	0.0822546394166502
119	0.89801313967597	0.203973720648058	0.101986860324029
120	0.909311733725858	0.181376532548283	0.0906882662741415
121	0.879495885758244	0.241008228483512	0.120504114241756
122	0.863953751178075	0.272092497643849	0.136046248821925
123	0.919702381725241	0.160595236549518	0.0802976182747589
124	0.899692476627508	0.200615046744984	0.100307523372492
125	0.863599489504553	0.272801020990894	0.136400510495447
126	0.828840132477814	0.342319735044371	0.171159867522186
127	0.79022282503378	0.41955434993244	0.20977717496622
128	0.795987209786223	0.408025580427553	0.204012790213777
129	0.750629019600389	0.498741960799223	0.249370980399611
130	0.697325230889518	0.605349538220963	0.302674769110482
131	0.628346348425389	0.743307303149223	0.371653651574611
132	0.565352790110102	0.869294419779795	0.434647209889898
133	0.709220481273436	0.581559037453127	0.290779518726564
134	0.617913429584487	0.764173140831026	0.382086570415513
135	0.839527481829145	0.320945036341709	0.160472518170855
136	0.877434016605878	0.245131966788244	0.122565983394122
137	0.799296789626272	0.401406420747455	0.200703210373728
138	0.693107831878569	0.613784336242863	0.306892168121431
139	0.57987638352974	0.84024723294052	0.42012361647026
140	0.411964625048686	0.823929250097372	0.588035374951314

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	3	0.0225563909774436	OK