Multiple Linear Regression - Estimated Regression Equation

gender[t] = + 1.08151766603924 -0.00662196627596676CoM[t] -0.00894811157503866PersSt[t] + 0.027465763686152Popularity[t] -0.0223949691901545FindFrie[t] -0.0158619397694246`Liked `[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)	1.08151766603924	0.395871	2.732	0.007051	0.003526
CoM	-0.00662196627596676	0.007674	-0.8629	0.389552	0.194776
PersSt	-0.00894811157503866	0.010337	-0.8657	0.388058	0.194029
Popularity	0.027465763686152	0.016152	1.7005	0.091115	0.045558
FindFrie	-0.0223949691901545	0.022279	-1.0052	0.31642	0.15821
`Liked `	-0.0158619397694246	0.021843	-0.7262	0.468862	0.234431

Multiple Linear Regression - Regression Statistics
Multiple R	0.210758878378947
R-squared	0.0444193048155517
Adjusted R-squared	0.0125666149760699
F-TEST (value)	1.39452288140808
F-TEST (DF numerator)	5
F-TEST (DF denominator)	150
p-value	0.22948484947114
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.48499470453812
Sum Squared Residuals	35.2829795145027

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.567550909060556	0.432449090939444
2	1	0.546910036713553	0.453089963286447
3	1	0.634746619176585	0.365253380823415
4	0	0.72999931743544	-0.72999931743544
5	1	0.64169042591729	0.35830957408271
6	1	0.649214007691794	0.350785992308206
7	1	0.560712491114565	0.439287508885435
8	1	0.573730544827724	0.426269455172276
9	1	0.648986753476205	0.351013246523795
10	1	0.806030023753915	0.193969976246085
11	0	0.727279719591223	-0.727279719591223
12	1	0.555885050867224	0.444114949132776
13	0	0.786151224803333	-0.786151224803333
14	1	0.507539987779024	0.492460012220976
15	1	0.558770220556837	0.441229779443163
16	0	0.61935749100374	-0.61935749100374
17	0	0.561172648939656	-0.561172648939656
18	1	0.74129960405283	0.258700395947170
19	0	0.637775403714051	-0.637775403714051
20	1	0.503978605580539	0.496021394419461
21	0	0.591281471196008	-0.591281471196008
22	1	0.596173167239768	0.403826832760232
23	1	0.669601596079928	0.330398403920072
24	1	0.601538899621872	0.398461100378128
25	0	0.68631391961685	-0.68631391961685
26	1	0.681610397287668	0.318389602712332
27	0	0.488293666686236	-0.488293666686236
28	1	0.728270271944997	0.271729728055003
29	1	0.654512778603683	0.345487221396317
30	0	0.720731216621586	-0.720731216621586
31	1	0.705097403903103	0.294902596096897
32	0	0.582751863518823	-0.582751863518823
33	1	0.527703271970886	0.472296728029114
34	1	0.546387368762748	0.453612631237252
35	0	0.54921235540168	-0.54921235540168
36	0	0.565297970877544	-0.565297970877544
37	0	0.435366092241853	-0.435366092241853
38	0	0.81844960228163	-0.81844960228163
39	1	0.523572670932976	0.476427329067024
40	0	0.595789795039887	-0.595789795039887
41	0	0.566405587406951	-0.566405587406951
42	1	0.748082013709222	0.251917986290778
43	0	0.448109714366642	-0.448109714366642
44	0	0.528279621136258	-0.528279621136258
45	1	0.581862901791775	0.418137098208225
46	1	0.774266341513752	0.225733658486248
47	1	0.786518496970147	0.213481503029853
48	1	0.361025025698751	0.638974974301249
49	1	0.460419849741384	0.539580150258616
50	0	0.540033913643364	-0.540033913643364
51	1	0.503252766215359	0.496747233784641
52	0	0.563170451937875	-0.563170451937875
53	0	0.608898486199155	-0.608898486199155
54	1	0.619235625582866	0.380764374417134
55	0	0.514840138192609	-0.514840138192609
56	1	0.571631151202779	0.428368848797221
57	1	0.61340890762015	0.386591092379849
58	1	0.738296021503123	0.261703978496877
59	0	0.540647967932934	-0.540647967932934
60	1	0.791249273784374	0.208750726215626
61	0	0.48736699983499	-0.48736699983499
62	0	0.676347128367642	-0.676347128367642
63	1	0.733568320656584	0.266431679343416
64	1	0.702746056616272	0.297253943383728
65	1	0.700577756584718	0.299422243415282
66	0	0.521665029531758	-0.521665029531758
67	1	0.522418749866141	0.477581250133859
68	0	0.612073314674852	-0.612073314674852
69	1	0.788947457637709	0.211052542362291
70	0	0.46986510206541	-0.46986510206541
71	0	0.676576956009456	-0.676576956009456
72	1	0.64990004435566	0.35009995564434
73	1	0.47497124791822	0.52502875208178
74	0	0.58177468713684	-0.58177468713684
75	0	0.585078008817895	-0.585078008817895
76	1	0.60489452714068	0.395105472859320
77	1	0.655633048904579	0.344366951095421
78	1	0.689822113303154	0.310177886696846
79	0	0.64360764512231	-0.64360764512231
80	0	0.393973435307590	-0.393973435307590
81	0	0.438687090604151	-0.438687090604151
82	1	0.870011975528285	0.129988024471715
83	0	0.656827248521837	-0.656827248521837
84	1	0.585740218870816	0.414259781129184
85	1	0.657170342171295	0.342829657828705
86	0	0.611605430271883	-0.611605430271883
87	1	0.552033287682353	0.447966712317647
88	1	0.711276889035221	0.288723110964779
89	1	0.609682059131488	0.390317940868512
90	1	0.641552108556938	0.358447891443062
91	1	0.64161364029208	0.35838635970792
92	1	0.635667762582288	0.364332237417712
93	1	0.740369861233897	0.259630138766103
94	1	0.720807499705334	0.279192500294666
95	1	0.660691189629087	0.339308810370913
96	1	0.421333810199027	0.578666189800973
97	1	0.545082476564071	0.454917523435929
98	0	0.471542413283351	-0.471542413283351
99	0	0.679668848930241	-0.679668848930241
100	1	0.656878480252876	0.343121519747124
101	0	0.662722397042052	-0.662722397042052
102	1	0.744957544129211	0.255042455870789
103	0	0.555592316113452	-0.555592316113452
104	1	0.646380421639632	0.353619578360368
105	0	0.477544175340046	-0.477544175340046
106	1	0.603445668187738	0.396554331812262
107	0	0.598427330164544	-0.598427330164544
108	0	0.652823289463361	-0.652823289463361
109	1	0.492819315304945	0.507180684695055
110	1	0.659754794338989	0.340245205661011
111	1	0.726265094275312	0.273734905724688
112	1	0.679260795671541	0.320739204328459
113	1	0.554880249706307	0.445119750293693
114	0	0.480636568796621	-0.480636568796621
115	1	0.651880522579048	0.348119477420952
116	1	0.758696263662746	0.241303736337254
117	1	0.680642949344537	0.319357050655463
118	1	0.569574741802054	0.430425258197946
119	0	0.612823959041548	-0.612823959041548
120	1	0.780585643325734	0.219414356674266
121	1	0.511474060034647	0.488525939965353
122	1	0.78452499468138	0.215475005318620
123	1	0.495169789756424	0.504830210243576
124	1	0.647079112074987	0.352920887925013
125	0	0.734331618794769	-0.734331618794769
126	1	0.599950374624117	0.400049625375883
127	1	0.702251269634671	0.297748730365329
128	1	0.588967979668425	0.411032020331575
129	0	0.675308420250516	-0.675308420250516
130	0	0.497597420127003	-0.497597420127003
131	1	0.638001282552826	0.361998717447174
132	0	0.791832997621212	-0.791832997621212
133	0	0.515264643390786	-0.515264643390786
134	1	0.642491429179673	0.357508570820327
135	0	0.720466257281799	-0.720466257281799
136	0	0.531339958862547	-0.531339958862547
137	1	0.708417026888586	0.291582973111414
138	1	0.507589368284139	0.492410631715861
139	0	0.796214679485656	-0.796214679485656
140	1	0.622548268877454	0.377451731122546
141	0	0.554091397673951	-0.554091397673951
142	1	0.489611582950292	0.510388417049708
143	0	0.624135921039856	-0.624135921039856
144	1	0.655150810139247	0.344849189860753
145	1	0.591294124967497	0.408705875032503
146	0	0.42519945189715	-0.42519945189715
147	0	0.381453244543720	-0.381453244543720
148	0	0.461971999911925	-0.461971999911925
149	1	0.82965972730202	0.170340272697980
150	1	0.689655668622405	0.310344331377595
151	0	0.620932489394654	-0.620932489394654
152	1	0.598269484897025	0.401730515102975
153	1	0.380891646726953	0.619108353273047
154	1	0.688462191205449	0.311537808794551
155	1	0.682156416000308	0.317843583999692
156	1	0.660107465792249	0.339892534207751

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.269344119896837	0.538688239793673	0.730655880103163
10	0.401481700012637	0.802963400025275	0.598518299987363
11	0.281572464102914	0.563144928205828	0.718427535897086
12	0.203088488774319	0.406176977548637	0.796911511225681
13	0.194537410042627	0.389074820085254	0.805462589957373
14	0.127564434969883	0.255128869939766	0.872435565030117
15	0.090331877557498	0.180663755114996	0.909668122442502
16	0.451102636534222	0.902205273068444	0.548897363465778
17	0.651302532980379	0.697394934039242	0.348697467019621
18	0.616431233382205	0.76713753323559	0.383568766617795
19	0.628283592742434	0.743432814515133	0.371716407257567
20	0.575673037712668	0.848653924574663	0.424326962287332
21	0.645735144465154	0.708529711069692	0.354264855534846
22	0.60132596687015	0.7973480662597	0.39867403312985
23	0.593171957901073	0.813656084197854	0.406828042098927
24	0.547952242377893	0.904095515244215	0.452047757622107
25	0.602989648630081	0.794020702739838	0.397010351369919
26	0.559982708003252	0.880034583993497	0.440017291996748
27	0.675919854866595	0.64816029026681	0.324080145133405
28	0.653686739787263	0.692626520425473	0.346313260212737
29	0.62162874186615	0.7567425162677	0.37837125813385
30	0.669360632092061	0.661278735815878	0.330639367907939
31	0.659307177705908	0.681385644588184	0.340692822294092
32	0.704396451741916	0.591207096516169	0.295603548258084
33	0.671049561022812	0.657900877954376	0.328950438977188
34	0.643903490875072	0.712193018249856	0.356096509124928
35	0.672195626996752	0.655608746006496	0.327804373003248
36	0.729106754104582	0.541786491790837	0.270893245895418
37	0.755749376987444	0.488501246025112	0.244250623012556
38	0.787536435625111	0.424927128749778	0.212463564374889
39	0.773725008128987	0.452549983742025	0.226274991871012
40	0.789861865893306	0.420276268213389	0.210138134106694
41	0.803043587018917	0.393912825962166	0.196956412981083
42	0.797714746095872	0.404570507808257	0.202285253904128
43	0.809265768389623	0.381468463220753	0.190734231610377
44	0.810726660964244	0.378546678071511	0.189273339035756
45	0.801951710410965	0.39609657917807	0.198048289589035
46	0.777512205810999	0.444975588378002	0.222487794189001
47	0.746198280371163	0.507603439257674	0.253801719628837
48	0.75245301453801	0.495093970923979	0.247546985461989
49	0.752059553143548	0.495880893712903	0.247940446856452
50	0.762645347475986	0.474709305048027	0.237354652524014
51	0.757890511526414	0.484218976947171	0.242109488473586
52	0.762610357958958	0.474779284082083	0.237389642041042
53	0.777747231563432	0.444505536873136	0.222252768436568
54	0.774894341203244	0.450211317593513	0.225105658796756
55	0.787260166868525	0.42547966626295	0.212739833131475
56	0.776750849958469	0.446498300083063	0.223249150041531
57	0.763934855153971	0.472130289692057	0.236065144846029
58	0.742012948887443	0.515974102225114	0.257987051112557
59	0.745418667056703	0.509162665886595	0.254581332943297
60	0.716797185384698	0.566405629230603	0.283202814615302
61	0.715082697217686	0.569834605564629	0.284917302782314
62	0.74918562337009	0.501628753259821	0.250814376629911
63	0.724018197932567	0.551963604134865	0.275981802067433
64	0.699633092823895	0.600733814352211	0.300366907176105
65	0.680843433138998	0.638313133722003	0.319156566861002
66	0.687760342789626	0.624479314420749	0.312239657210374
67	0.685335473024336	0.629329053951329	0.314664526975664
68	0.709209620372103	0.581580759255794	0.290790379627897
69	0.67837619172075	0.6432476165585	0.32162380827925
70	0.680177779820418	0.639644440359165	0.319822220179582
71	0.716859854363099	0.566280291273802	0.283140145636901
72	0.695823386907608	0.608353226184784	0.304176613092392
73	0.702100871248071	0.595798257503858	0.297899128751929
74	0.717325917471952	0.565348165056097	0.282674082528048
75	0.73633457276144	0.52733085447712	0.26366542723856
76	0.723483345614607	0.553033308770786	0.276516654385393
77	0.7011632313265	0.597673537346999	0.298836768673500
78	0.674905436689288	0.650189126621424	0.325094563310712
79	0.708835971048264	0.582328057903473	0.291164028951736
80	0.693674301811922	0.612651396376156	0.306325698188078
81	0.68920541016596	0.62158917966808	0.31079458983404
82	0.649444748363507	0.701110503272987	0.350555251636493
83	0.68333980789951	0.63332038420098	0.31666019210049
84	0.666411546777012	0.667176906445976	0.333588453222988
85	0.645111026222406	0.709777947555188	0.354888973777594
86	0.669089627571891	0.661820744856217	0.330910372428109
87	0.654541603053221	0.690916793893559	0.345458396946779
88	0.622049024460372	0.755901951079256	0.377950975539628
89	0.605585817595009	0.788828364809983	0.394414182404991
90	0.581389415246039	0.837221169507922	0.418610584753961
91	0.566524231193313	0.866951537613373	0.433475768806687
92	0.538081879942404	0.923836240115193	0.461918120057596
93	0.50376840511788	0.99246318976424	0.49623159488212
94	0.469708649280165	0.93941729856033	0.530291350719835
95	0.440654214892685	0.88130842978537	0.559345785107315
96	0.456619855375023	0.913239710750046	0.543380144624977
97	0.455078995243063	0.910157990486127	0.544921004756937
98	0.451308533820853	0.902617067641707	0.548691466179147
99	0.495510805561754	0.991021611123509	0.504489194438246
100	0.472710320391663	0.945420640783327	0.527289679608337
101	0.507791931569947	0.984416136860106	0.492208068430053
102	0.469753865308793	0.939507730617585	0.530246134691207
103	0.48256013924644	0.96512027849288	0.51743986075356
104	0.452452607516601	0.904905215033203	0.547547392483399
105	0.466497730222333	0.932995460444665	0.533502269777667
106	0.457851163916454	0.915702327832908	0.542148836083546
107	0.503519808293217	0.992960383413567	0.496480191706783
108	0.537379380847981	0.925241238304038	0.462620619152019
109	0.522592445375967	0.954815109248066	0.477407554624033
110	0.480594290381874	0.961188580763748	0.519405709618126
111	0.435298155452941	0.870596310905883	0.564701844547059
112	0.413694112745110	0.827388225490221	0.58630588725489
113	0.394369287518901	0.788738575037803	0.605630712481099
114	0.407216729021689	0.814433458043377	0.592783270978311
115	0.364946858071138	0.729893716142276	0.635053141928862
116	0.32418406419937	0.64836812839874	0.67581593580063
117	0.292334669782695	0.584669339565389	0.707665330217305
118	0.271740693511328	0.543481387022656	0.728259306488672
119	0.287877075719686	0.575754151439371	0.712122924280314
120	0.261334513495097	0.522669026990193	0.738665486504903
121	0.257877632972559	0.515755265945119	0.74212236702744
122	0.223836126021864	0.447672252043728	0.776163873978136
123	0.213583382651105	0.42716676530221	0.786416617348895
124	0.191630681590525	0.383261363181049	0.808369318409475
125	0.224373184595841	0.448746369191682	0.775626815404159
126	0.209778169862793	0.419556339725587	0.790221830137207
127	0.182660207389046	0.365320414778093	0.817339792610954
128	0.172583419981115	0.345166839962231	0.827416580018885
129	0.225930994267703	0.451861988535406	0.774069005732297
130	0.287793333240505	0.575586666481009	0.712206666759495
131	0.289854296202797	0.579708592405594	0.710145703797203
132	0.379058504607866	0.758117009215733	0.620941495392134
133	0.413665063568939	0.827330127137878	0.586334936431061
134	0.425739916863469	0.851479833726937	0.574260083136531
135	0.452495047376641	0.904990094753281	0.547504952623359
136	0.449292880425979	0.898585760851957	0.550707119574021
137	0.384102826969723	0.768205653939445	0.615897173030277
138	0.365876895906559	0.731753791813118	0.634123104093441
139	0.482696970911781	0.965393941823561	0.517303029088219
140	0.418888884105943	0.837777768211885	0.581111115894057
141	0.58972219554018	0.820555608919639	0.410277804459820
142	0.566321121042214	0.867357757915572	0.433678878957786
143	0.717828909477004	0.564342181045991	0.282171090522996
144	0.606667980130846	0.786664039738308	0.393332019869154
145	0.623847631812556	0.752304736374887	0.376152368187444
146	0.542877340933563	0.914245318132873	0.457122659066437
147	0.51340933567571	0.97318132864858	0.48659066432429

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