Multiple Linear Regression - Estimated Regression Equation

Celebrity[t] = + 1.74574549142842 -0.425106954614593Geslacht[t] + 1.74847731530155Leeftijd[t] + 0.0326680938365645Groepsgevoel[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)	1.74574549142842	1.436649	1.2152	0.226325	0.113163
Geslacht	-0.425106954614593	0.231544	-1.836	0.068455	0.034227
Leeftijd	1.74847731530155	0.984292	1.7764	0.077812	0.038906
Groepsgevoel	0.0326680938365645	0.011769	2.7759	0.006247	0.003124

Multiple Linear Regression - Regression Statistics
Multiple R	0.283951170942918
R-squared	0.080628267479854
Adjusted R-squared	0.0612049210181609
F-TEST (value)	4.15110071989239
F-TEST (DF numerator)	3
F-TEST (DF denominator)	142
p-value	0.00745610775654038
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	1.35117042995307
Sum Squared Residuals	259.243937370698

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	6	4.80010309071404	1.19989690928596
2	4	4.83319291928986	-0.83319291928986
3	5	5.74789954671366	-0.747899546713665
4	4	5.06186957614581	-1.06186957614581
5	4	5.19254195149207	-1.19254195149207
6	6	5.58455907753084	0.415440922469157
7	6	5.22521004532863	0.774789954671366
8	4	4.80010309071404	-0.80010309071404
9	4	5.22521004532863	-1.22521004532863
10	6	4.63718435627047	1.36281564372953
11	4	4.93119720079955	-0.931197200799553
12	6	5.68256335904054	0.317436640959464
13	5	5.02920148230925	-0.0292014823092468
14	4	5.35588242067489	-1.35588242067489
15	6	5.42079687360877	0.579203126391235
16	3	4.57142643385809	-1.57142643385809
17	5	5.42121860834802	-0.42121860834802
18	6	5.35588242067489	0.644117579325108
19	4	5.06144784140656	-1.06144784140656
20	6	4.9307754660603	1.06922453393970
21	2	4.73518863778017	-2.73518863778017
22	7	4.9307754660603	2.0692245339397
23	5	5.38855051451146	-0.388550514511456
24	2	4.99611165373343	-2.99611165373343
25	4	4.7025205439436	-0.702520543943602
26	4	4.89810737222373	-0.898107372223733
27	6	5.02877974756999	0.971220252430009
28	6	5.22521004532863	0.774789954671366
29	5	5.02877974756999	-0.0287797475699915
30	6	4.96386529463612	1.03613470536388
31	6	5.19212021675281	0.807879783247186
32	4	5.78056764055023	-1.78056764055023
33	6	5.12678402907969	0.873215970920315
34	6	5.58455907753084	0.415440922469157
35	6	5.64989526520397	0.350104734796028
36	2	4.96344355989686	-2.96344355989686
37	4	5.22478831058938	-1.22478831058938
38	5	5.02920148230925	-0.0292014823092468
39	3	5.45388670218458	-2.45388670218458
40	7	4.9307754660603	2.0692245339397
41	5	4.44117579325109	0.558824206748914
42	3	5.48655479602115	-2.48655479602115
43	8	5.29054623300176	2.70945376699824
44	8	5.78056764055023	2.21943235944977
45	5	4.66943071536778	0.330569284632218
46	6	5.22478831058938	0.775211689410622
47	3	4.63676262153122	-1.63676262153122
48	5	5.45346496744533	-0.453464967445329
49	4	4.73476690304091	-0.734766903040911
50	5	5.51922288985771	-0.519222889857714
51	5	4.57142643385809	0.428573566141911
52	6	5.32279259209907	0.677207407900928
53	5	5.06186957614581	-0.0618695761458112
54	6	5.32321432683833	0.676785673161673
55	6	5.02920148230925	0.970798517690753
56	4	4.57142643385809	-0.571426433858089
57	8	5.7152314528771	2.2847685471229
58	6	4.76743499687748	1.23256500312252
59	4	4.60409452769465	-0.604094527694654
60	6	4.60409452769465	1.39590547230535
61	5	4.11407312014619	0.885926879853813
62	5	5.51922288985771	-0.519222889857714
63	6	5.3881287797722	0.6118712202278
64	6	5.58455907753084	0.415440922469157
65	6	4.73476690304091	1.26523309695909
66	6	4.40808596467527	1.59191403532473
67	6	4.99611165373343	1.00388834626657
68	6	4.89852910696299	1.10147089303701
69	7	4.83277118455061	2.16722881544940
70	4	5.29012449826251	-1.29012449826251
71	4	5.45388670218458	-1.45388670218458
72	3	4.8327711845506	-1.83277118455060
73	6	4.99611165373343	1.00388834626657
74	5	5.32321432683833	-0.323214326838327
75	5	5.38855051451146	-0.388550514511456
76	3	5.15945212291625	-2.15945212291625
77	5	5.12720576381894	-0.127205763818940
78	4	4.24474549549244	-0.244745495492444
79	3	5.06144784140656	-2.06144784140656
80	7	5.55189098369428	1.44810901630572
81	4	4.76743499687748	-0.767434996877476
82	4	5.19254195149207	-1.19254195149207
83	5	4.89810737222373	0.101892627776266
84	6	5.38855051451146	0.611449485488544
85	2	5.29054623300176	-3.29054623300176
86	2	4.24474549549244	-2.24474549549244
87	6	5.87857192205992	0.121428077940077
88	4	4.70209880920435	-0.702098809204347
89	5	5.15945212291625	-0.159452122916249
90	6	4.76785673161673	1.23214326838327
91	7	5.45388670218458	1.54611329781542
92	8	5.12720576381894	2.87279423618106
93	6	4.83319291928986	1.16680708071014
94	6	4.89852910696299	1.10147089303701
95	3	4.83319291928986	-1.83319291928986
96	7	5.06186957614581	1.93813042385419
97	3	5.35588242067489	-2.35588242067489
98	6	4.86543927838717	1.13456072161283
99	4	4.70209880920435	-0.702098809204347
100	4	5.55189098369428	-1.55189098369428
101	6	5.32321432683833	0.676785673161673
102	6	5.38855051451146	0.611449485488544
103	6	6.09164882704294	-0.0916488270429445
104	4	4.83319291928986	-0.83319291928986
105	7	6.90835117295706	0.0916488270429442
106	5	5.35588242067489	-0.355882420674891
107	7	5.55189098369428	1.44810901630572
108	4	5.38855051451146	-1.38855051451146
109	6	5.02877974756999	0.971220252430009
110	6	5.7152314528771	0.284768547122899
111	6	4.7025205439436	1.29747945605640
112	5	4.44117579325109	0.558824206748914
113	5	5.22521004532863	-0.225210045328634
114	6	5.58455907753084	0.415440922469157
115	7	5.09453766998238	1.90546233001762
116	4	4.80010309071404	-0.80010309071404
117	4	5.32321432683833	-1.32321432683833
118	8	5.42121860834802	2.57878139165198
119	6	5.2578781391652	0.742121860834802
120	3	4.99653338847268	-1.99653338847268
121	4	5.22521004532863	-1.22521004532863
122	5	5.29054623300176	-0.290546233001762
123	5	4.99611165373343	0.00388834626657304
124	6	5.02877974756999	0.971220252430009
125	8	5.32321432683833	2.67678567316167
126	2	4.93119720079955	-2.93119720079955
127	4	4.44075405851183	-0.440754058511831
128	7	5.42121860834802	1.57878139165198
129	5	5.29054623300176	-0.290546233001762
130	6	5.35546068593564	0.644539314064364
131	6	5.48655479602115	0.513445203978851
132	4	5.42121860834802	-1.42121860834802
133	5	4.80010309071404	0.199896909285960
134	6	5.06186957614581	0.938130423854189
135	6	5.87857192205992	0.121428077940077
136	6	5.29012449826251	0.709875501737493
137	6	5.22478831058938	0.775211689410622
138	5	5.45388670218458	-0.453886702184585
139	5	4.57142643385809	0.428573566141911
140	6	5.1598738576555	0.840126142344495
141	4	5.51922288985771	-1.51922288985771
142	6	5.29054623300176	0.709453766998237
143	3	5.81323573438679	-2.81323573438679
144	6	5.29054623300176	0.709453766998237
145	8	5.29054623300176	2.70945376699824
146	4	5.32321432683833	-1.32321432683833

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
7	0.350541819859076	0.701083639718152	0.649458180140924
8	0.389762174166225	0.77952434833245	0.610237825833775
9	0.292558759695661	0.585117519391321	0.70744124030434
10	0.408075725763312	0.816151451526623	0.591924274236688
11	0.327517256633402	0.655034513266804	0.672482743366598
12	0.265088307946824	0.530176615893649	0.734911692053176
13	0.185458714739603	0.370917429479205	0.814541285260397
14	0.164220294790543	0.328440589581086	0.835779705209457
15	0.114842166701418	0.229684333402835	0.885157833298582
16	0.15496427768452	0.30992855536904	0.84503572231548
17	0.106815116732809	0.213630233465617	0.893184883267191
18	0.0912400465156263	0.182480093031253	0.908759953484374
19	0.0756017495852126	0.151203499170425	0.924398250414787
20	0.0788975224468117	0.157795044893623	0.921102477553188
21	0.159765077902800	0.319530155805601	0.8402349220972
22	0.239712318070735	0.47942463614147	0.760287681929265
23	0.186453297027853	0.372906594055707	0.813546702972146
24	0.455793706113002	0.911587412226005	0.544206293886998
25	0.392577979782238	0.785155959564476	0.607422020217762
26	0.3454946447843	0.6909892895686	0.6545053552157
27	0.32586663521396	0.65173327042792	0.67413336478604
28	0.309430147256869	0.618860294513737	0.690569852743132
29	0.254518122803208	0.509036245606417	0.745481877196792
30	0.267125822505582	0.534251645011165	0.732874177494418
31	0.233946017556938	0.467892035113875	0.766053982443062
32	0.267865393313795	0.535730786627589	0.732134606686205
33	0.239375699638036	0.478751399276072	0.760624300361964
34	0.204167808485375	0.40833561697075	0.795832191514625
35	0.169227539886036	0.338455079772071	0.830772460113964
36	0.343127941029992	0.686255882059984	0.656872058970008
37	0.328407767933843	0.656815535867687	0.671592232066156
38	0.281542192022647	0.563084384045295	0.718457807977353
39	0.376305660323062	0.752611320646125	0.623694339676938
40	0.468052111432657	0.936104222865314	0.531947888567343
41	0.437129830193532	0.874259660387063	0.562870169806468
42	0.528926090598822	0.942147818802357	0.471073909401178
43	0.712803697477817	0.574392605044366	0.287196302522183
44	0.791660479955411	0.416679040089178	0.208339520044589
45	0.756022233772462	0.487955532455076	0.243977766227538
46	0.727401262166906	0.545197475666188	0.272598737833094
47	0.737682651952426	0.524634696095149	0.262317348047574
48	0.698759759549987	0.602480480900025	0.301240240450013
49	0.662589684691112	0.674820630617775	0.337410315308888
50	0.619993359939896	0.760013280120208	0.380006640060104
51	0.579688656250424	0.840622687499151	0.420311343749576
52	0.542299457517146	0.915401084965707	0.457700542482853
53	0.493245184208077	0.986490368416154	0.506754815791923
54	0.459560281366276	0.919120562732551	0.540439718633724
55	0.44196825841833	0.88393651683666	0.55803174158167
56	0.399554090359915	0.79910818071983	0.600445909640085
57	0.486304397459584	0.972608794919167	0.513695602540416
58	0.482527161338453	0.965054322676905	0.517472838661547
59	0.441162131944100	0.882324263888199	0.5588378680559
60	0.448955441077489	0.897910882154978	0.551044558922511
61	0.425139131101547	0.850278262203095	0.574860868898453
62	0.38369918557045	0.7673983711409	0.61630081442955
63	0.346452409249450	0.692904818498901	0.65354759075055
64	0.306772324252273	0.613544648504545	0.693227675747727
65	0.301054535736590	0.602109071473179	0.69894546426341
66	0.316828049833043	0.633656099666085	0.683171950166957
67	0.297369304289112	0.594738608578224	0.702630695710888
68	0.284271837553513	0.568543675107026	0.715728162446487
69	0.351500696769802	0.703001393539604	0.648499303230198
70	0.346164785648287	0.692329571296573	0.653835214351713
71	0.350587941884248	0.701175883768496	0.649412058115752
72	0.385060521815786	0.770121043631572	0.614939478184214
73	0.365900705823037	0.731801411646075	0.634099294176963
74	0.323735865359084	0.647471730718169	0.676264134640916
75	0.28473825627831	0.56947651255662	0.71526174372169
76	0.345046378735861	0.690092757471722	0.654953621264139
77	0.302034699977697	0.604069399955393	0.697965300022303
78	0.262650377624799	0.525300755249597	0.737349622375201
79	0.313351760873542	0.626703521747084	0.686648239126458
80	0.318127222093641	0.636254444187283	0.681872777906358
81	0.289101910851424	0.578203821702847	0.710898089148576
82	0.278779623260303	0.557559246520606	0.721220376739697
83	0.239513029919045	0.47902605983809	0.760486970080955
84	0.210203673856254	0.420407347712508	0.789796326143746
85	0.411582875792503	0.823165751585006	0.588417124207497
86	0.502068571398665	0.99586285720267	0.497931428601335
87	0.453473286886377	0.906946573772754	0.546526713113623
88	0.424144559804010	0.848289119608019	0.57585544019599
89	0.378900200484623	0.757800400969247	0.621099799515377
90	0.366738368012212	0.733476736024424	0.633261631987788
91	0.377984568940372	0.755969137880745	0.622015431059628
92	0.540635160715388	0.918729678569223	0.459364839284612
93	0.52555197199977	0.948896056000461	0.474448028000231
94	0.50826535647092	0.98346928705816	0.49173464352908
95	0.548571512326088	0.902856975347824	0.451428487673912
96	0.598815218717325	0.80236956256535	0.401184781282675
97	0.695279179015602	0.609441641968795	0.304720820984398
98	0.672486753775117	0.655026492449766	0.327513246224883
99	0.645632039656688	0.708735920686624	0.354367960343312
100	0.663856179668	0.672287640664	0.336143820332
101	0.625157011230574	0.749685977538851	0.374842988769426
102	0.582801544080083	0.834396911839835	0.417198455919917
103	0.52978795863936	0.94042408272128	0.47021204136064
104	0.497613169886668	0.995226339773335	0.502386830113332
105	0.443579199095099	0.887158398190198	0.556420800904901
106	0.394716859786608	0.789433719573215	0.605283140213392
107	0.397785874710215	0.79557174942043	0.602214125289785
108	0.401040651786498	0.802081303572996	0.598959348213502
109	0.364226132126239	0.728452264252478	0.635773867873761
110	0.314253886788142	0.628507773576284	0.685746113211858
111	0.303245797837416	0.606491595674833	0.696754202162584
112	0.265371999135385	0.530743998270771	0.734628000864615
113	0.220889149760843	0.441778299521685	0.779110850239157
114	0.182101838939637	0.364203677879275	0.817898161060363
115	0.223117982926042	0.446235965852083	0.776882017073958
116	0.201015748250832	0.402031496501665	0.798984251749168
117	0.193387675859368	0.386775351718736	0.806612324140632
118	0.311323602171400	0.622647204342799	0.6886763978286
119	0.278325802475793	0.556651604951585	0.721674197524207
120	0.317818758439730	0.635637516879461	0.68218124156027
121	0.301038714761154	0.602077429522308	0.698961285238846
122	0.247454663627055	0.494909327254111	0.752545336372945
123	0.200399696936040	0.400799393872079	0.79960030306396
124	0.164029343021459	0.328058686042918	0.835970656978541
125	0.305952338049694	0.611904676099387	0.694047661950306
126	0.585702518450305	0.82859496309939	0.414297481549695
127	0.609219645300778	0.781560709398443	0.390780354699222
128	0.649082985508672	0.701834028982655	0.350917014491327
129	0.575383650589322	0.849232698821357	0.424616349410678
130	0.514029995408192	0.971940009183615	0.485970004591808
131	0.451479707971572	0.902959415943145	0.548520292028428
132	0.445373139352597	0.890746278705194	0.554626860647403
133	0.379143501037691	0.758287002075381	0.62085649896231
134	0.292071559315751	0.584143118631503	0.707928440684249
135	0.278335159211270	0.556670318422541	0.72166484078873
136	0.23932773374835	0.4786554674967	0.76067226625165
137	0.477723775448662	0.955447550897324	0.522276224551338
138	0.339940362239668	0.679880724479337	0.660059637760332
139	0.209226968766293	0.418453937532586	0.790773031233707

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