Multiple Linear Regression - Estimated Regression Equation

CM+D[t] = + 44.1744764200473 + 0.355225335188637`PE+PC`[t] -0.223616457775059happiness[t] + 0.253261494075167depression[t] -0.457390995302612connected[t] -0.134163985832665separated[t] + 0.0731026269579095populariteit[t] + 0.00173563261092779t + 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)	44.1744764200473	50.90141	0.8678	0.387241	0.193621
`PE+PC`	0.355225335188637	0.112263	3.1642	0.001978	0.000989
happiness	-0.223616457775059	1.298405	-0.1722	0.863557	0.431778
depression	0.253261494075167	0.599177	0.4227	0.673296	0.336648
connected	-0.457390995302612	0.676092	-0.6765	0.500033	0.250017
separated	-0.134163985832665	1.036453	-0.1294	0.897226	0.448613
populariteit	0.0731026269579095	0.598537	0.1221	0.902999	0.4515
t	0.00173563261092779	0.017724	0.0979	0.922159	0.46108

Multiple Linear Regression - Regression Statistics
Multiple R	0.293957093886829
R-squared	0.08641077304639
Adjusted R-squared	0.0322148019559215
F-TEST (value)	1.59441322496364
F-TEST (DF numerator)	7
F-TEST (DF denominator)	118
p-value	0.143625117302426
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	6.94948698655691
Sum Squared Residuals	5698.85358640621

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	38	32.800585831168	5.19941416883201
2	36	29.9605187822698	6.03948121773016
3	23	33.5145077667671	-10.5145077667671
4	30	31.0296660530576	-1.02966605305760
5	26	32.0970776912344	-6.09707769123444
6	26	31.3883626534681	-5.3883626534681
7	30	28.5819280376646	1.41807196233537
8	27	32.4575099242559	-5.45750992425586
9	34	31.5397748052167	2.46022519478330
10	28	31.7013690820909	-3.70136908209087
11	36	33.8836181628432	2.11638183715681
12	42	33.8853537954541	8.11464620454588
13	31	32.2571680060377	-1.25716800603768
14	26	31.4022477143555	-5.40224771435552
15	16	30.0167144393066	-14.0167144393066
16	23	31.5519242334932	-8.5519242334932
17	45	34.604482628886	10.3955173711140
18	30	34.4703008071820	-4.47030080718205
19	45	31.0557005422215	13.9442994577785
20	30	31.6319693908948	-1.63196939089481
21	24	33.1905238185752	-9.1905238185752
22	29	30.7393145379604	-1.73931453796036
23	30	32.4343829764102	-2.43438297641020
24	31	33.6971613055124	-2.69716130551243
25	34	30.146643586237	3.85335641376300
26	41	36.7514553335162	4.2485446664838
27	37	32.8457122790521	4.15428772094788
28	33	31.4265465709085	1.57345342909149
29	48	30.1535861166807	17.8464138833193
30	44	30.2284243762495	13.7715756237505
31	29	30.8675080522798	-1.86750805227983
32	44	35.2918063514176	8.70819364858235
33	43	34.7784580045767	8.2215419954233
34	31	33.0040669612444	-2.00406696124444
35	28	32.8595973399395	-4.85959733993954
36	26	32.297087556089	-6.29708755608902
37	30	31.0869419292182	-1.08694192921822
38	27	31.3747665845804	-4.37476658458038
39	34	33.2217652055719	0.778234794428106
40	47	30.0264728214851	16.9735271785149
41	37	34.4122495489797	2.58775045102032
42	27	31.8060707626501	-4.80607076265013
43	30	31.8078063952611	-1.80780639526106
44	36	40.4811553263151	-4.48115532631508
45	39	31.8112776604829	7.18872233951709
46	32	31.8130132930938	0.186986706906158
47	25	31.8147489257048	-6.81474892570477
48	19	28.6194565416180	-9.61945654161797
49	29	32.1734455261153	-3.17344552611526
50	26	32.1260197217166	-6.12601972171661
51	31	30.0791972133	0.920802786700005
52	31	32.1786524239480	-1.17865242394805
53	31	30.9787945966782	0.0212054033218439
54	39	31.4716730187926	7.52832698120737
55	28	32.1838593217808	-4.18385932178083
56	22	30.4094682784486	-8.40946827844857
57	31	31.4768799166254	-0.476879916625412
58	36	31.6248208031522	4.37517919684784
59	28	30.4146751762814	-2.41467517628136
60	39	33.2582134904014	5.74178650959862
61	35	32.1942731174464	2.80572688255360
62	33	31.8407834148687	1.15921658513131
63	27	31.487293712291	-4.48729371229098
64	33	32.9099306856565	0.0900693143435477
65	31	31.1355396423242	-0.135539642324197
66	39	31.6387058640396	7.36129413596042
67	37	33.0613428374051	3.93865716259494
68	24	31.7152797562193	-7.71527975621935
69	28	32.5970159466172	-4.59701594661715
70	37	27.9808222217758	9.0191777782242
71	32	33.0682853678488	-1.06828536784877
72	31	29.0499694925636	1.95003050743643
73	29	29.4069304603631	-0.406930460363133
74	40	35.4138643580862	4.58613564191381
75	40	32.7200025631038	7.27999743689616
76	15	29.7337302602899	-14.7337302602899
77	27	29.6863044558912	-2.68630445589121
78	32	32.1746174348226	-0.174617434822594
79	28	32.2255145044431	-4.22551450444309
80	41	36.6361594132335	4.36384058676652
81	47	32.9394364400422	14.0605635599578
82	42	35.4277494189736	6.57225058102639
83	32	33.3393465179255	-1.33934651792547
84	33	33.874401889126	-0.87440188912601
85	29	35.0777309816178	-6.07773098161775
86	37	32.3838691866354	4.61613081336459
87	39	30.6825807702611	8.31741922973894
88	29	30.8202338571869	-1.8202338571869
89	33	32.9533215009296	0.0466784990703529
90	31	31.1297690205878	-0.129769020587818
91	21	31.7551993062707	-10.7551993062707
92	36	34.8808603286214	1.11913967137857
93	32	35.237821296421	-3.23782129642100
94	15	31.5410983232297	-16.5410983232297
95	25	33.6250245299629	-8.62502452996291
96	28	30.1236682476971	-2.12366824769705
97	39	33.3224318970057	5.6775681029943
98	31	29.0123020703434	1.98769792965658
99	40	28.7079738047753	11.2920261952247
100	25	31.5515121188953	-6.5515121188953
101	36	33.8308050165539	2.16919498344613
102	23	29.2146112917125	-6.21461129171252
103	39	30.1358176759735	8.86418232402646
104	31	33.8360119143867	-2.83601191438666
105	23	29.7840636060068	-6.78406360600676
106	31	31.7081311684767	-0.708131168476692
107	28	32.9354014509168	-4.93540145091677
108	47	31.5162357427732	15.4837642572268
109	25	32.141666028456	-7.14166602845602
110	26	30.4540310024291	-4.4540310024291
111	24	32.4053505670329	-8.40535056703291
112	30	32.8573235966661	-2.85732359666608
113	25	33.4715390914006	-8.47153909140057
114	44	31.8714012498333	12.1285987501667
115	38	40.6774878686489	-2.67748786864887
116	36	29.0927048943497	6.9072951056503
117	34	33.3907769823190	0.609223017681041
118	45	32.0593159137007	12.9406840862993
119	29	31.3754690572301	-2.37546905723012
120	25	32.2966754414911	-7.29667544149113
121	30	33.364087079668	-3.36408707966797
122	27	32.237331879356	-5.23733187935599
123	44	33.5137635988056	10.4862364011944
124	31	36.5663219941985	-5.56632199419849
125	35	33.7262549453003	1.27374505469968
126	47	37.2802439297976	9.71975607020239

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.774179551042104	0.451640897915792	0.225820448957896
12	0.814914552090087	0.370170895819826	0.185085447909913
13	0.72975509436928	0.54048981126144	0.27024490563072
14	0.679580019823857	0.640839960352287	0.320419980176143
15	0.760363705884226	0.479272588231548	0.239636294115774
16	0.735212513111103	0.529574973777794	0.264787486888897
17	0.835397848898168	0.329204302203664	0.164602151101832
18	0.780857913752948	0.438284172494104	0.219142086247052
19	0.857893239013864	0.284213521972271	0.142106760986136
20	0.805288854200896	0.389422291598208	0.194711145799104
21	0.876604373702256	0.246791252595489	0.123395626297744
22	0.840928624256653	0.318142751486694	0.159071375743347
23	0.791997253868519	0.416005492262962	0.208002746131481
24	0.738038740143544	0.523922519712913	0.261961259856457
25	0.682355899302825	0.635288201394349	0.317644100697175
26	0.62839773248064	0.74320453503872	0.37160226751936
27	0.560689532339361	0.878620935321277	0.439310467660639
28	0.499372542022045	0.99874508404409	0.500627457977955
29	0.71249463099728	0.57501073800544	0.28750536900272
30	0.758956496259027	0.482087007481946	0.241043503740973
31	0.762808382443775	0.474383235112451	0.237191617556225
32	0.777894568745423	0.444210862509154	0.222105431254577
33	0.76403185000381	0.471936299992379	0.235968149996189
34	0.75439700279998	0.491205994400039	0.245602997200020
35	0.790518038100477	0.418963923799045	0.209481961899523
36	0.815554429497342	0.368891141005316	0.184445570502658
37	0.789637384411293	0.420725231177415	0.210362615588707
38	0.760381215178611	0.479237569642778	0.239618784821389
39	0.714704569009387	0.570590861981226	0.285295430990613
40	0.834593748705746	0.330812502588508	0.165406251294254
41	0.795653793607615	0.40869241278477	0.204346206392385
42	0.810782848086015	0.378434303827969	0.189217151913985
43	0.78789115354617	0.424217692907659	0.212108846453829
44	0.753370967129224	0.493258065741552	0.246629032870776
45	0.735645800668017	0.528708398663965	0.264354199331983
46	0.697571750898562	0.604856498202877	0.302428249101438
47	0.722566127098248	0.554867745803505	0.277433872901752
48	0.791914941272433	0.416170117455135	0.208085058727567
49	0.760261300887548	0.479477398224904	0.239738699112452
50	0.753022635809898	0.493954728380204	0.246977364190102
51	0.720558590613666	0.558882818772668	0.279441409386334
52	0.67454694461552	0.65090611076896	0.32545305538448
53	0.625885026486799	0.748229947026402	0.374114973513201
54	0.625898778105433	0.748202443789135	0.374101221894567
55	0.594685300307455	0.81062939938509	0.405314699692545
56	0.621003818403279	0.757992363193443	0.378996181596721
57	0.568570171014348	0.862859657971304	0.431429828985652
58	0.531804279601989	0.936391440796022	0.468195720398011
59	0.484653100738208	0.969306201476416	0.515346899261792
60	0.465273907045757	0.930547814091514	0.534726092954243
61	0.419216174698232	0.838432349396464	0.580783825301768
62	0.368164539332107	0.736329078664214	0.631835460667893
63	0.338968941226912	0.677937882453824	0.661031058773088
64	0.290778186550027	0.581556373100054	0.709221813449973
65	0.246114912334244	0.492229824668488	0.753885087665756
66	0.246563789046622	0.493127578093244	0.753436210953378
67	0.218550156910042	0.437100313820084	0.781449843089958
68	0.230191679314533	0.460383358629066	0.769808320685467
69	0.216516848130624	0.433033696261248	0.783483151869376
70	0.237642505975714	0.475285011951427	0.762357494024286
71	0.199056421890421	0.398112843780842	0.800943578109579
72	0.165263764180525	0.330527528361049	0.834736235819476
73	0.137853213349985	0.275706426699971	0.862146786650015
74	0.120259306736045	0.240518613472091	0.879740693263955
75	0.12198667259053	0.24397334518106	0.87801332740947
76	0.238592203774678	0.477184407549356	0.761407796225322
77	0.204662099628355	0.40932419925671	0.795337900371645
78	0.168464827229386	0.336929654458771	0.831535172770614
79	0.149403321744132	0.298806643488264	0.850596678255868
80	0.129302220663439	0.258604441326878	0.870697779336561
81	0.229585760662797	0.459171521325595	0.770414239337203
82	0.236292949702404	0.472585899404808	0.763707050297596
83	0.212569128066595	0.42513825613319	0.787430871933405
84	0.179451976060826	0.358903952121651	0.820548023939174
85	0.159692569325329	0.319385138650658	0.840307430674671
86	0.152342608833821	0.304685217667643	0.847657391166179
87	0.203465183526283	0.406930367052566	0.796534816473717
88	0.166326741946095	0.332653483892189	0.833673258053905
89	0.138055697481964	0.276111394963928	0.861944302518036
90	0.107598454406910	0.215196908813819	0.89240154559309
91	0.118636342451963	0.237272684903926	0.881363657548037
92	0.106710675819959	0.213421351639918	0.89328932418004
93	0.0875151326248615	0.175030265249723	0.912484867375138
94	0.188170497945809	0.376340995891617	0.811829502054191
95	0.2102334683117	0.4204669366234	0.7897665316883
96	0.169570136116615	0.339140272233231	0.830429863883385
97	0.159610276331897	0.319220552663793	0.840389723668103
98	0.125918466942368	0.251836933884736	0.874081533057632
99	0.200456288198354	0.400912576396709	0.799543711801646
100	0.171194694427104	0.342389388854208	0.828805305572896
101	0.155642041125033	0.311284082250066	0.844357958874967
102	0.125687219584505	0.251374439169010	0.874312780415495
103	0.204519567438753	0.409039134877506	0.795480432561247
104	0.171336019050186	0.342672038100373	0.828663980949814
105	0.130767535893526	0.261535071787052	0.869232464106474
106	0.121340026922736	0.242680053845471	0.878659973077264
107	0.119035989287344	0.238071978574688	0.880964010712656
108	0.248481430776516	0.496962861553032	0.751518569223484
109	0.188895265581788	0.377790531163575	0.811104734418212
110	0.191228157387280	0.382456314774559	0.80877184261272
111	0.131693393391259	0.263386786782519	0.86830660660874
112	0.086731767012228	0.173463534024456	0.913268232987772
113	0.1730555158978	0.3461110317956	0.8269444841022
114	0.115174046233149	0.230348092466297	0.884825953766851
115	0.0658574566019557	0.131714913203911	0.934142543398044

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