Multiple Linear Regression - Estimated Regression Equation

FF[t] = + 9.18224164145946 + 0.298990332610133Geslacht[t] + 0.163161952286726Opvoeding[t] -0.257077272602828Huwelijksstatus[t] -0.0100266770906813TotNV[t] -0.0148141827227416TotAngst[t] + 0.0473935603538839TotGroep[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)	9.18224164145946	1.557861	5.8941	0	0
Geslacht	0.298990332610133	0.307136	0.9735	0.332007	0.166004
Opvoeding	0.163161952286726	0.17309	0.9426	0.3475	0.17375
Huwelijksstatus	-0.257077272602828	0.161041	-1.5964	0.112681	0.056341
TotNV	-0.0100266770906813	0.021414	-0.4682	0.640346	0.320173
TotAngst	-0.0148141827227416	0.011896	-1.2453	0.215131	0.107566
TotGroep	0.0473935603538839	0.016719	2.8346	0.005272	0.002636

Multiple Linear Regression - Regression Statistics
Multiple R	0.274950342612271
R-squared	0.075597690902605
Adjusted R-squared	0.0356954329559548
F-TEST (value)	1.89457175590615
F-TEST (DF numerator)	6
F-TEST (DF denominator)	139
p-value	0.0858767171679528
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	1.76419276719941
Sum Squared Residuals	432.620280657581

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	5	10.6497006680846	-5.64970066808459
2	12	10.5650557745757	1.43494422542434
3	11	11.4702385237676	-0.470238523767581
4	6	10.4166203570982	-4.41662035709817
5	12	10.7392765195284	1.26072348047161
6	11	10.6436842554143	0.356315744585684
7	12	10.6278379571162	1.37216204288375
8	7	11.2886833496519	-4.28868334965187
9	8	10.4601004518188	-2.46010045181883
10	13	10.8101208164921	2.18987918350789
11	12	10.8291824255716	1.17081757442838
12	13	11.1197261227943	1.88027387720573
13	12	10.8576371504834	1.1423628495166
14	12	10.9258652123544	1.07413478764559
15	11	12.0112246425196	-1.01122464251962
16	12	11.2090490278199	0.790950972180097
17	12	11.4420773891059	0.557922610894129
18	12	11.9844265055057	0.0155734944942877
19	11	11.082144197155	-0.0821441971549943
20	13	11.4088020116178	1.59119798838219
21	9	10.442031126327	-1.44203112632705
22	11	11.2654537003073	-0.265453700307255
23	11	11.1863819389805	-0.186381938980484
24	11	11.0744355094774	-0.0744355094774334
25	9	10.1284279325056	-1.12842793250558
26	11	10.590628299282	0.409371700717996
27	12	11.1505541036237	0.84944589637632
28	12	10.6827648584865	1.31723514151348
29	10	11.0755798583568	-1.07557985835685
30	12	10.7691647043553	1.23083529564468
31	12	11.9782765407117	0.0217234592882804
32	12	11.2758176549255	0.724182345074461
33	9	11.3864073866538	-2.38640738665384
34	9	11.1749173227603	-2.17491732276032
35	12	11.5855897862777	0.414410213722283
36	14	11.5637790250098	2.43622097499018
37	12	11.2537127649217	0.746287235078295
38	11	10.6764344496581	0.323565550341876
39	9	11.2519953652117	-2.25199536521173
40	11	11.1321260558026	-0.132126055802581
41	7	9.7732169778348	-2.77321697783481
42	15	11.2588275462339	3.74117245376607
43	11	10.873031244469	0.126968755530964
44	12	11.0226215511593	0.97737844884075
45	12	11.2311155261299	0.768884473870052
46	9	11.129056800028	-2.12905680002803
47	12	10.4719895972061	1.52801040279386
48	11	12.0725290539431	-1.07252905394312
49	11	10.6941379715032	0.305862028496751
50	8	11.588766081441	-3.58876608144097
51	7	10.8535086424741	-3.85350864247411
52	12	12.1101212201839	-0.110121220183915
53	8	11.1080964342926	-3.10809643429257
54	10	10.838850380333	-0.838850380332988
55	12	10.4909240380462	1.50907596195379
56	15	10.9915900217422	4.00840997825778
57	12	11.1404721600285	0.859527839971514
58	12	11.5916247740538	0.408375225946216
59	12	10.6691204610075	1.33087953899246
60	12	10.9357697397321	1.06423026026791
61	8	9.6418800470631	-1.64188004706309
62	10	11.0944927189487	-1.09449271894873
63	14	11.6249115428489	2.37508845715108
64	10	11.3479000098012	-1.34790000980115
65	12	10.7436137487935	1.25638625120647
66	14	10.408244961218	3.59175503878202
67	6	11.7654569157029	-5.76545691570287
68	11	10.3993361196706	0.600663880329379
69	10	10.9995203860051	-0.99952038600505
70	14	11.8285154174088	2.17148458259116
71	12	11.1918322975252	0.808167702474758
72	13	11.5284891139334	1.47151088606655
73	11	10.820336074058	0.179663925941977
74	11	10.9147339675377	0.0852660324622618
75	12	11.3345237662079	0.6654762337921
76	13	11.8253181432473	1.17468185675268
77	12	10.6982950056316	1.3017049943684
78	8	9.9023635413064	-1.90236354130641
79	12	11.256752729042	0.743247270958031
80	11	11.1911163331029	-0.191116333102898
81	10	10.9644416620148	-0.96444166201481
82	12	10.5211936761562	1.4788063238438
83	11	10.1307002609877	0.869299739012338
84	12	11.5676665157928	0.432333484207174
85	12	10.8917296011707	1.10827039882928
86	10	10.6013341139498	-0.60133411394983
87	12	11.5814060117639	0.418593988236091
88	12	11.5328542453932	0.467145754606766
89	11	11.4155542561326	-0.415554256132604
90	10	10.4119212649148	-0.411921264914847
91	12	11.3495491360168	0.650450863983222
92	11	10.9701894660996	0.0298105339004298
93	12	10.470652012422	1.52934798757803
94	12	10.0745952736475	1.92540472635252
95	10	10.2382404230222	-0.238240423022224
96	11	11.2920061249348	-0.292006124934809
97	10	11.1059305101711	-1.10593051017114
98	11	11.2652395080787	-0.265239508078719
99	11	11.0234811955348	-0.023481195534839
100	12	11.0769357059841	0.923064294015935
101	11	10.8903447735509	0.109655226449124
102	11	11.2232680918122	-0.223268091812199
103	7	9.33954315309279	-2.33954315309279
104	12	10.0910079377327	1.90899206226727
105	8	10.8097328025085	-2.80973280250851
106	10	10.8283482175604	-0.828348217560387
107	12	11.0725998661786	0.927400133821434
108	11	10.7868566815778	0.213143318422178
109	13	11.4573130958534	1.54268690414665
110	9	10.8733652051926	-1.87336520519258
111	11	10.6817918647056	0.318208135294363
112	13	10.2285724682609	2.77142753173914
113	8	10.4117737296717	-2.41177372967167
114	12	11.4707493113886	0.529250688611413
115	11	10.246588682243	0.753411317757005
116	11	11.1895994047568	-0.189599404756792
117	12	10.5282102192668	1.47178978073322
118	13	10.8376827500841	2.16231724991592
119	11	11.2586754809422	-0.258675480942236
120	10	10.8364394474226	-0.836439447422622
121	10	11.1884198955491	-1.18841989554912
122	10	11.0403170839399	-1.04031708393989
123	12	10.8552036109621	1.14479638903787
124	12	10.9723322451242	1.02766775487578
125	13	10.5974936272484	2.40250637275158
126	11	11.2364171361871	-0.236417136187077
127	11	10.6826327577603	0.317367242239749
128	12	11.0666956022001	0.933304397799921
129	9	11.0407747600513	-2.04077476005125
130	11	11.4205236571965	-0.420523657196514
131	12	11.1177375640562	0.882262435943825
132	12	11.0090395922788	0.990960407721214
133	13	11.1809337354306	1.81906626456941
134	6	10.34688528329	-4.34688528328997
135	11	11.3282099079976	-0.32820990799762
136	10	11.5994346551206	-1.59943465512056
137	12	12.2015349545338	-0.20153495453375
138	11	10.6872527635837	0.312747236416293
139	12	11.2903630715429	0.709636928457118
140	12	11.2210974105929	0.778902589407103
141	7	11.5838094094834	-4.58380940948336
142	12	10.940959654971	1.059040345029
143	12	11.760584851912	0.239415148087993
144	9	11.0533246033564	-2.05332460335639
145	12	10.5920134385635	1.40798656143649
146	12	10.8889897760712	1.11101022392881

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.509763784674013	0.980472430651975	0.490236215325988
11	0.738081857196782	0.523836285606436	0.261918142803218
12	0.759033655001324	0.481932689997353	0.240966344998676
13	0.663976874446344	0.672046251107313	0.336023125553656
14	0.572167143821781	0.855665712356437	0.427832856178219
15	0.51547594035565	0.9690481192887	0.48452405964435
16	0.578439957197578	0.843120085604845	0.421560042802422
17	0.761829952553621	0.476340094892757	0.238170047446379
18	0.807383291126714	0.385233417746572	0.192616708873286
19	0.76751930842009	0.46496138315982	0.23248069157991
20	0.743132555216358	0.513734889567284	0.256867444783642
21	0.688089058791997	0.623821882416006	0.311910941208003
22	0.695692687649495	0.60861462470101	0.304307312350505
23	0.714239699878759	0.571520600242483	0.285760300121241
24	0.68073310804226	0.63853378391548	0.31926689195774
25	0.664703585888567	0.670592828222865	0.335296414111433
26	0.762739444603977	0.474521110792045	0.237260555396023
27	0.759314711910985	0.48137057617803	0.240685288089015
28	0.753518548312015	0.492962903375969	0.246481451687985
29	0.705364708863755	0.58927058227249	0.294635291136245
30	0.729482505507425	0.54103498898515	0.270517494492575
31	0.674362018274269	0.651275963451462	0.325637981725731
32	0.617444663788137	0.765110672423726	0.382555336211863
33	0.622173637216103	0.755652725567794	0.377826362783897
34	0.683202017132298	0.633595965735404	0.316797982867702
35	0.628054705240088	0.743890589519824	0.371945294759912
36	0.670049445367978	0.659901109264044	0.329950554632022
37	0.626004966640925	0.74799006671815	0.373995033359075
38	0.582075287903469	0.835849424193062	0.417924712096531
39	0.65896594040937	0.682068119181259	0.341034059590629
40	0.613599761556146	0.772800476887709	0.386400238443854
41	0.661282428549529	0.677435142900942	0.338717571450471
42	0.762543302180735	0.474913395638531	0.237456697819265
43	0.718055968053583	0.563888063892834	0.281944031946417
44	0.684934138006917	0.630131723986166	0.315065861993083
45	0.650726160961848	0.698547678076305	0.349273839038152
46	0.661392180710877	0.677215638578245	0.338607819289123
47	0.729482950526268	0.541034098947465	0.270517049473733
48	0.703521895272535	0.59295620945493	0.296478104727465
49	0.680126526392213	0.639746947215575	0.319873473607787
50	0.78796165089011	0.424076698219781	0.212038349109891
51	0.906710772826686	0.186578454346628	0.093289227173314
52	0.888614305010157	0.222771389979685	0.111385694989843
53	0.927143784951365	0.145712430097271	0.0728562150486355
54	0.918716263269471	0.162567473461058	0.0812837367305291
55	0.916875188300469	0.166249623399063	0.0831248116995314
56	0.979642843803924	0.0407143123921515	0.0203571561960757
57	0.974430939718472	0.0511381205630555	0.0255690602815278
58	0.966294136906728	0.0674117261865432	0.0337058630932716
59	0.964709611115986	0.0705807777680276	0.0352903888840138
60	0.957534535803035	0.0849309283939292	0.0424654641969646
61	0.955288353440698	0.0894232931186038	0.0447116465593019
62	0.94701519870626	0.105969602587479	0.0529848012937395
63	0.955252588329453	0.0894948233410943	0.0447474116705471
64	0.950048641681865	0.0999027166362697	0.0499513583181349
65	0.945429516653971	0.109140966692057	0.0545704833460286
66	0.977953907669126	0.0440921846617478	0.0220460923308739
67	0.99941012931895	0.00117974136209937	0.000589870681049683
68	0.999141163922553	0.00171767215489323	0.000858836077446615
69	0.998917401898932	0.00216519620213657	0.00108259810106829
70	0.999081131735156	0.00183773652968834	0.000918868264844172
71	0.99874309336239	0.0025138132752215	0.00125690663761075
72	0.99856961413416	0.00286077173167961	0.0014303858658398
73	0.997870243801895	0.00425951239621016	0.00212975619810508
74	0.996879839934404	0.00624032013119236	0.00312016006559618
75	0.995779616436747	0.00844076712650541	0.00422038356325271
76	0.994750785728069	0.010498428543862	0.00524921427193098
77	0.994095692839998	0.0118086143200036	0.0059043071600018
78	0.995130513236337	0.00973897352732596	0.00486948676366298
79	0.993334213596015	0.0133315728079704	0.0066657864039852
80	0.990632628243145	0.0187347435137093	0.00936737175685467
81	0.989122176397687	0.0217556472046258	0.0108778236023129
82	0.987735387199287	0.0245292256014269	0.0122646128007134
83	0.98528852903918	0.0294229419216385	0.0147114709608192
84	0.981036209626199	0.0379275807476029	0.0189637903738015
85	0.976576018226778	0.0468479635464447	0.0234239817732223
86	0.970686395247058	0.0586272095058839	0.029313604752942
87	0.96229077894201	0.075418442115979	0.0377092210579895
88	0.951130609329567	0.097738781340867	0.0488693906704335
89	0.938733275098535	0.122533449802931	0.0612667249014653
90	0.926296803619757	0.147406392760487	0.0737031963802434
91	0.915892915865865	0.168214168268271	0.0841070841341353
92	0.895241925155123	0.209516149689754	0.104758074844877
93	0.88958088778442	0.220838224431161	0.11041911221558
94	0.896961241216731	0.206077517566537	0.103038758783269
95	0.872789402318018	0.254421195363964	0.127210597681982
96	0.843086900515421	0.313826198969158	0.156913099484579
97	0.818930856621051	0.362138286757897	0.181069143378948
98	0.787380090436898	0.425239819126203	0.212619909563102
99	0.745720104382255	0.508559791235491	0.254279895617745
100	0.731233339855963	0.537533320288074	0.268766660144037
101	0.684280128728105	0.63143974254379	0.315719871271895
102	0.634588462128754	0.730823075742491	0.365411537871246
103	0.705499542512415	0.589000914975171	0.294500457487585
104	0.68433602274022	0.631327954519559	0.31566397725978
105	0.731460241973286	0.537079516053428	0.268539758026714
106	0.696790700049492	0.606418599901015	0.303209299950508
107	0.679910636230626	0.640178727538749	0.320089363769374
108	0.625989345033752	0.748021309932497	0.374010654966248
109	0.603748296969169	0.792503406061662	0.396251703030831
110	0.593697165109518	0.812605669780963	0.406302834890482
111	0.53437104292918	0.93125791414164	0.46562895707082
112	0.604437197668766	0.791125604662468	0.395562802331234
113	0.692544644910065	0.61491071017987	0.307455355089935
114	0.646294795896851	0.707410408206298	0.353705204103149
115	0.587328426612175	0.82534314677565	0.412671573387825
116	0.52276026250964	0.95447947498072	0.47723973749036
117	0.47853547656582	0.95707095313164	0.52146452343418
118	0.504699435772859	0.990601128454282	0.495300564227141
119	0.447967073751068	0.895934147502136	0.552032926248932
120	0.38384431714124	0.767688634282481	0.61615568285876
121	0.364879652442438	0.729759304884877	0.635120347557562
122	0.31406850250295	0.628137005005901	0.68593149749705
123	0.259633634604744	0.519267269209487	0.740366365395256
124	0.209107683016187	0.418215366032374	0.790892316983813
125	0.235723077120564	0.471446154241127	0.764276922879436
126	0.17899568969105	0.3579913793821	0.82100431030895
127	0.135454745191564	0.270909490383128	0.864545254808436
128	0.100283409689315	0.20056681937863	0.899716590310685
129	0.0976976424066733	0.195395284813347	0.902302357593327
130	0.0643889269938809	0.128777853987762	0.935611073006119
131	0.042540618337811	0.085081236675622	0.95745938166219
132	0.0272205312341473	0.0544410624682946	0.972779468765853
133	0.0374151067477274	0.0748302134954549	0.962584893252273
134	0.222635436954388	0.445270873908776	0.777364563045612
135	0.137853481750201	0.275706963500402	0.862146518249799
136	0.0834432562196476	0.166886512439295	0.916556743780352

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	10	0.078740157480315	NOK
5% type I error level	21	0.165354330708661	NOK
10% type I error level	34	0.267716535433071	NOK