Multiple Linear Regression - Estimated Regression Equation
SocialVisible[t] = + 1.12351677669589 + 0.205006149466121ManyFriends[t] + 0.0858332162777073MakeNewFriends[t] + 0.258524308214946QuiteAccepted[t] + 0.107736898186249IntendMakeNewFriends[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.123516776695890.4603762.44040.0158670.007934
ManyFriends0.2050061494661210.0743542.75720.0065750.003288
MakeNewFriends0.08583321627770730.095350.90020.3695020.184751
QuiteAccepted0.2585243082149460.0953952.710.0075330.003767
IntendMakeNewFriends0.1077368981862490.0935281.15190.2512380.125619


Multiple Linear Regression - Regression Statistics
Multiple R0.438634013380361
R-squared0.192399797694162
Adjusted R-squared0.170273764754276
F-TEST (value)8.69563008501758
F-TEST (DF numerator)4
F-TEST (DF denominator)146
p-value2.52776170817093e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.713165967765175
Sum Squared Residuals74.256431846452


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
133.54691291580986-0.546912915809856
243.288388607594910.711611392405088
343.558348950812020.441651049187978
433.07291481122241-0.0729148112224138
522.88981234366483-0.889812343664835
623.54691291580986-1.54691291580986
753.859655963462231.14034403653777
833.08338245812879-0.0833824581287911
923.54691291580986-1.54691291580986
1023.10625452813312-1.10625452813312
1143.159772686881940.840227313118055
1233.28838860759491-0.288388607594912
1333.75191906527598-0.751919065275978
1443.191119356315040.80888064368496
1543.191119356315040.80888064368496
1623.46107969953215-1.46107969953215
1732.975645559942540.0243544400574579
1843.751919065275980.248080934724022
1922.99754924185108-0.997549241851084
2022.49123607973476-0.491236079734758
2133.37524648325444-0.375246483254443
2243.751919065275980.248080934724022
2322.99754924185108-0.997549241851084
2423.28838860759491-1.28838860759491
2533.54691291580986-0.546912915809858
2643.666085848998270.333914151001729
2743.461079699532150.53892030046785
2833.26750958506819-0.267509585068194
2933.55834895081202-0.558348950812022
3043.751919065275980.248080934724022
3123.04130033438213-1.04130033438213
3233.46107969953215-0.46107969953215
3343.751919065275980.248080934724022
3423.08338245812879-1.08338245812879
3543.666085848998270.333914151001729
3643.546912915809860.453087084190142
3722.80397912738713-0.803979127387127
3833.66608584899827-0.666085848998271
3943.751919065275980.248080934724022
4043.493394757061030.506605242938968
4133.55834895081202-0.558348950812022
4243.276952572592750.723047427407252
4332.997549241851080.00245075814891616
4433.2025553913172-0.202555391317204
4533.49339475706103-0.493394757061032
4633.9569252147421-0.956925214742099
4723.0184282643778-1.0184282643778
4843.20255539131720.797444608682795
4943.546912915809860.453087084190142
5043.083382458128790.916617541871209
5122.80397912738713-0.803979127387127
5233.54691291580986-0.546912915809858
5333.08338245812879-0.0833824581287911
5433.85965596346223-0.859655963462227
5533.46107969953215-0.46107969953215
5623.3533428013459-1.3533428013459
5743.816873259026970.183126740973032
5842.96523418432221.0347658156778
5943.751919065275980.248080934724022
6033.08338245812879-0.0833824581287911
6143.493394757061030.506605242938968
6233.29982464259708-0.299824642597076
6343.644182167089730.355817832910271
6432.889812343664830.110187656335165
6533.75191906527598-0.751919065275978
6633.08338245812879-0.0833824581287911
6733.49339475706103-0.493394757061032
6843.493394757061030.506605242938968
6912.46906459041903-1.46906459041903
7043.644182167089730.355817832910271
7143.751919065275980.248080934724022
7233.43917601762361-0.439176017623608
7353.159772686881941.84022731311806
7433.46107969953215-0.46107969953215
7533.54691291580986-0.546912915809858
7633.39612550578116-0.396125505781161
7742.987081594944711.01291840505529
7843.493394757061030.506605242938968
7932.878376308662670.121623691337329
8033.54691291580986-0.546912915809858
8143.461079699532150.53892030046785
8223.3533428013459-1.3533428013459
8343.149037232568380.85096276743162
8433.39612550578116-0.396125505781161
8522.86790866175629-0.867908661756293
8643.159772686881940.840227313118055
8743.751919065275980.248080934724022
8833.46107969953215-0.46107969953215
8943.644182167089730.355817832910271
9043.461079699532150.53892030046785
9143.751919065275980.248080934724022
9233.66608584899827-0.666085848998271
9333.2025553913172-0.202555391317204
9443.083382458128790.916617541871209
9552.318544987797522.68145501220248
9632.824858149913850.175141850086155
9743.170240333788320.829759666211678
9843.288388607594910.711611392405088
9943.751919065275980.248080934724022
10043.751919065275980.248080934724022
10153.913174122211051.08682587778895
10243.288388607594910.711611392405088
10332.275494475955070.724505524044928
10443.546912915809860.453087084190142
10543.094818493130960.905181506869045
10643.751919065275980.248080934724022
10743.256073550066030.74392644993397
10843.461079699532150.53892030046785
10933.26750958506819-0.267509585068194
11043.288388607594910.711611392405088
11143.751919065275980.248080934724022
11243.751919065275980.248080934724022
11343.343632006414160.65636799358584
11443.493394757061030.506605242938968
11543.341906766343740.658093233656263
11643.546912915809860.453087084190142
11733.40756154078333-0.407561540783325
11843.288388607594910.711611392405088
11933.49339475706103-0.493394757061032
12033.25607355006603-0.25607355006603
12143.751919065275980.248080934724022
12243.493394757061030.506605242938968
12343.288388607594910.711611392405088
12443.751919065275980.248080934724022
12533.54691291580986-0.546912915809858
12633.3533428013459-0.353342801345901
12711.95228378139632-0.952283781396325
12843.751919065275980.248080934724022
12933.75191906527598-0.751919065275978
13043.341906766343740.658093233656263
13143.546912915809860.453087084190142
13233.75191906527598-0.751919065275978
13343.546912915809860.453087084190142
13443.751919065275980.248080934724022
13523.34190676634374-1.34190676634374
13643.95692521474210.0430747852579012
13733.3533428013459-0.353342801345901
13833.66608584899827-0.666085848998271
13943.546912915809860.453087084190142
14043.751919065275980.248080934724022
14133.54691291580986-0.546912915809858
14233.54691291580986-0.546912915809858
14333.34190676634374-0.341906766343737
14443.751919065275980.248080934724022
14543.751919065275980.248080934724022
14633.54691291580986-0.546912915809858
14744.01044337349092-0.0104433734909239
14832.975645559942540.0243544400574579
14943.644182167089730.355817832910271
15043.493394757061030.506605242938968
15143.180651709408660.819348290591337


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.3480495998066040.6960991996132080.651950400193396
90.3060333641147780.6120667282295550.693966635885222
100.8321745464665640.3356509070668730.167825453533437
110.9899610746506370.02007785069872610.010038925349363
120.9813364934055650.03732701318887020.0186635065944351
130.9765605663559560.04687886728808720.0234394336440436
140.9744364109129840.05112717817403090.0255635890870155
150.9659724657035230.06805506859295310.0340275342964766
160.9850167940635720.02996641187285640.0149832059364282
170.9777360334746140.04452793305077220.0222639665253861
180.970280280439630.0594394391207410.0297197195603705
190.9745102656267710.05097946874645790.025489734373229
200.9650809199601520.06983816007969660.0349190800398483
210.9498845411130950.100230917773810.0501154588869049
220.9343554040817130.1312891918365740.065644595918287
230.9387000716385510.1225998567228970.0612999283614487
240.9659009249354260.06819815012914750.0340990750645737
250.9544860867405360.09102782651892730.0455139132594637
260.944071106622510.1118577867549790.0559288933774895
270.9443984731646350.1112030536707310.0556015268353654
280.9263479578771920.1473040842456150.0736520421228077
290.9102583671437830.1794832657124350.0897416328562174
300.8885852031948730.2228295936102530.111414796805127
310.8989985709726160.2020028580547670.101001429027384
320.8772704617971570.2454590764056860.122729538202843
330.8510852896101130.2978294207797740.148914710389887
340.8634187606146530.2731624787706950.136581239385347
350.839469715309850.3210605693802990.16053028469015
360.824038878586140.3519222428277210.17596112141386
370.811375292372710.3772494152545810.18862470762729
380.80249409139650.3950118172070010.1975059086035
390.7676607076609620.4646785846780750.232339292339038
400.7566689918032840.4866620163934310.243331008196716
410.7335033312328360.5329933375343280.266496668767164
420.7442942141202650.511411571759470.255705785879735
430.7091055882675320.5817888234649370.290894411732468
440.6660780456321440.6678439087357130.333921954367856
450.6365980356807230.7268039286385540.363401964319277
460.6783443038317350.643311392336530.321655696168265
470.7028727223304150.594254555339170.297127277669585
480.7428847248015140.5142305503969720.257115275198486
490.7225722093630790.5548555812738420.277427790636921
500.7715800164114370.4568399671771260.228419983588563
510.7769778401339830.4460443197320340.223022159866017
520.7594721102836290.4810557794327420.240527889716371
530.7200718610107760.5598562779784480.279928138989224
540.7436103040107470.5127793919785050.256389695989253
550.7199435440973870.5601129118052250.280056455902613
560.8135395981524490.3729208036951030.186460401847551
570.7871569521572020.4256860956855960.212843047842798
580.8212412713504170.3575174572991650.178758728649583
590.7949189779711890.4101620440576220.205081022028811
600.7594649534562330.4810700930875350.240535046543767
610.7562190533397070.4875618933205860.243780946660293
620.7348865193626950.530226961274610.265113480637305
630.7134585418777370.5730829162445260.286541458122263
640.6835481340650660.6329037318698680.316451865934934
650.6887493892508270.6225012214983450.311250610749173
660.6458179872820680.7083640254358640.354182012717932
670.6213173305789910.7573653388420180.378682669421009
680.6108569540136040.7782860919727930.389143045986396
690.7484099304985570.5031801390028860.251590069501443
700.7223540441814110.5552919116371780.277645955818589
710.68631869151990.6273626169602010.3136813084801
720.6613459134960270.6773081730079460.338654086503973
730.8767308845128190.2465382309743620.123269115487181
740.8659036073545420.2681927852909160.134096392645458
750.8588129069069850.2823741861860290.141187093093015
760.8504910940315230.2990178119369530.149508905968477
770.8861458859339510.2277082281320970.113854114066049
780.8766246990003770.2467506019992460.123375300999623
790.8551353821710360.2897292356579280.144864617828964
800.8494206867776570.3011586264446860.150579313222343
810.8358196864344660.3283606271310690.164180313565534
820.9094511739041850.181097652191630.0905488260958152
830.9170462715943910.1659074568112170.0829537284056086
840.9159141815254090.1681716369491820.0840858184745912
850.9310703689166030.1378592621667930.0689296310833967
860.9433079760998970.1133840478002050.0566920239001026
870.9298072810087180.1403854379825650.0701927189912824
880.9243835225827840.1512329548344320.0756164774172162
890.913830981483790.1723380370324210.0861690185162105
900.9032053029158320.1935893941683370.0967946970841683
910.8829097930640060.2341804138719890.117090206935994
920.8843439065581360.2313121868837280.115656093441864
930.8725369994693050.2549260010613910.127463000530695
940.8768393890521960.2463212218956090.123160610947804
950.9989172761901540.002165447619691740.00108272380984587
960.9985468461256940.002906307748611710.00145315387430586
970.9987836544702790.002432691059442280.00121634552972114
980.9985296258333070.002940748333386220.00147037416669311
990.9978256542796750.004348691440649690.00217434572032485
1000.9968197734456620.006360453108676620.00318022655433831
1010.9978507122824750.004298575435049260.00214928771752463
1020.9974207918583130.005158416283374540.00257920814168727
1030.9965291289926850.006941742014630920.00347087100731546
1040.995477011105740.009045977788520420.00452298889426021
1050.9974214744266860.005157051146628890.00257852557331445
1060.9961833953169450.007633209366109230.00381660468305462
1070.9969320834293040.006135833141392580.00306791657069629
1080.9968197942785990.00636041144280190.00318020572140095
1090.995652819009810.00869436198037930.00434718099018965
1100.9947914596039750.01041708079204910.00520854039602457
1110.9923588573216780.01528228535664420.00764114267832211
1120.9889550914692450.02208981706150980.0110449085307549
1130.9934984771612850.01300304567743070.00650152283871537
1140.9910586179544430.01788276409111420.00894138204555712
1150.9919578290134450.01608434197311090.00804217098655545
1160.9902340370745250.01953192585095010.00976596292547505
1170.9857717587560840.0284564824878310.0142282412439155
1180.9856364952377150.028727009524570.014363504762285
1190.9876842595153620.02463148096927610.0123157404846381
1200.9858194580544570.02836108389108650.0141805419455432
1210.9788716339078430.04225673218431380.0211283660921569
1220.970446798891460.05910640221707940.0295532011085397
1230.9736753859940680.05264922801186390.0263246140059319
1240.961925548291230.07614890341753830.0380744517087691
1250.9543229027566430.09135419448671410.0456770972433571
1260.9387401664101230.1225196671797540.0612598335898768
1270.9539656285008880.0920687429982250.0460343714991125
1280.935075320811890.129849358376220.0649246791881102
1290.9492967043371720.1014065913256560.0507032956628281
1300.9791762930895650.04164741382087030.0208237069104352
1310.9830825115134740.03383497697305140.0169174884865257
1320.992379588501670.01524082299666120.00762041149833062
1330.9956637140493670.008672571901264950.00433628595063248
1340.9916482638790350.01670347224192980.00835173612096492
1350.9972084465461670.005583106907665850.00279155345383293
1360.996316938625290.007366122749420950.00368306137471047
1370.9925684941041680.0148630117916640.00743150589583201
1380.983299506032980.03340098793404190.0167004939670209
1390.9936348228473650.01273035430526920.0063651771526346
1400.983618302634820.03276339473035980.0163816973651799
1410.971088264762770.05782347047446020.0289117352372301
1420.9567075946859020.08658481062819630.0432924053140982
1430.9167594775569360.1664810448861290.0832405224430644


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level180.132352941176471NOK
5% type I error level430.316176470588235NOK
10% type I error level570.419117647058824NOK