Multiple Linear Regression - Estimated Regression Equation
SocialVisible[t] = + 0.258701321270939 + 0.126268884105605Tijd[t] + 0.203513811021763ManyFriends[t] + 0.0129903610844389MakeNewFriends[t] + 0.236770771877937QuiteAccepted[t] + 0.111146519235846IntendMakeNewFriends[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.2587013212709390.6275840.41220.6808020.340401
Tijd0.1262688841056050.0525032.4050.0174620.008731
ManyFriends0.2035138110217630.0733392.7750.0062640.003132
MakeNewFriends0.01299036108443890.0964640.13470.8930670.446534
QuiteAccepted0.2367707718779370.0936722.52770.0125770.006289
IntendMakeNewFriends0.1111465192358460.0918011.21070.2280090.114005


Multiple Linear Regression - Regression Statistics
Multiple R0.460499502710478
R-squared0.212059791996598
Adjusted R-squared0.184315418475351
F-TEST (value)7.64334403997996
F-TEST (DF numerator)5
F-TEST (DF denominator)142
p-value2.18011195185497e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.697496479514215
Sum Squared Residuals69.0831901287307


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
133.32302443597393-0.323024435973929
243.086253664096020.91374633590398
343.402401366675430.59759863332457
432.863960625624320.136039374375675
523.32302443597395-1.32302443597395
653.637684766231561.36231523376844
732.882739853074250.117260146925746
823.32302443597395-1.32302443597395
923.04149371447721-1.04149371447721
1043.074750675333380.925249324666617
1133.08625366409602-0.086253664096017
1233.52653824699572-0.526538246995716
1342.99388637231011.0061136276899
1442.99388637231011.0061136276899
1523.31003407488951-1.31003407488951
1632.771593333838410.228406666161592
1743.526538246995720.473461753004284
1822.86974949198982-0.869749491989815
1922.43095228141192-0.430952281411921
2033.29704371380508-0.297043713805076
2143.526538246995720.473461753004284
2222.86974949198982-0.869749491989815
2323.08625366409602-1.08625366409602
2433.32302443597395-0.323024435973954
2543.513547885911280.486452114088723
2643.310034074889510.689965925110485
2733.18589719456923-0.185897194569229
2833.40240136667543-0.402401366675431
2943.526538246995720.473461753004284
3022.92885982291956-0.928859822919558
3133.31003407488951-0.310034074889515
3243.526538246995720.473461753004284
3322.88273985307425-0.882739853074254
3443.513547885911280.486452114088723
3543.323024435973950.676975564026046
3622.74561261166953-0.74561261166953
3733.51354788591128-0.513547885911277
3843.652807131101320.347192868898679
3943.416036359223380.583963640776615
4033.52867025078104-0.528670250781036
4143.133145617500140.866854382499855
4232.996018376095420.00398162390457978
4333.19953218711718-0.199532187117183
4433.41603635922338-0.416036359223384
4533.85632094212308-0.856320942123084
4622.89637484562221-0.896374845622208
4743.199532187117180.800467812882817
4843.449293320079560.550706679920441
4933.44929332007956-0.449293320079558
5033.00900873717986-0.00900873717985918
5133.76395365033717-0.763953650337168
5233.43630295899512-0.436302958995120
5323.32515643975927-1.32515643975927
5443.765441022658970.234558977341028
5543.016284975867160.983715024132845
5643.652807131101320.347192868898679
5733.00900873717986-0.00900873717985918
5843.416036359223380.583963640776615
5933.2918994789031-0.291899478903099
6043.541660611865470.458339388134525
6132.884871856859570.115128143140426
6233.65280713110132-0.652807131101321
6333.00900873717986-0.00900873717985918
6433.41603635922338-0.416036359223384
6543.416036359223380.583963640776615
6612.44309990163807-1.44309990163807
6743.541660611865470.458339388134525
6843.652807131101320.347192868898679
6933.33814680084371-0.338146800843712
7053.201019559438991.79898044056101
7133.43630295899512-0.436302958995120
7233.44929332007956-0.449293320079558
7333.32366906743747-0.323669067437468
7442.977239148645491.02276085135451
7543.542305243328990.457694756671011
7632.93176381026370.0682361897362986
7733.57556220418516-0.575562204185163
7843.562571843100720.437428156899276
7923.45142532386488-1.45142532386488
8043.292544110366610.707455889633386
8133.44993795154307-0.449937951543073
8222.91298458281377-0.912984582813771
8343.327288443544590.672711556455407
8443.779076015206930.220923984793074
8533.56257184310072-0.562571843100724
8643.667929495971080.332070504028920
8743.562571843100720.437428156899276
8843.779076015206930.220923984793074
8933.76608565412249-0.766085654122487
9033.32580107122279-0.325801071222788
9143.135277621285460.864722378714536
9252.459709638829632.54029036117037
9332.898506849407530.101493150592473
9443.346067670994520.653932329005477
9543.338791432307230.661208567692773
9643.779076015206930.220923984793074
9743.779076015206930.220923984793074
9853.923479495298951.07652050470105
9943.338791432307230.661208567692773
10032.445231905423390.55476809457661
10143.575562204185160.424437795814837
10243.214654551986940.785345448013059
10343.779076015206930.220923984793074
10443.359058032078960.640941967921038
10543.562571843100720.437428156899276
10633.43843496278044-0.438434962780439
10743.338791432307230.661208567692773
10843.779076015206930.220923984793074
10943.779076015206930.220923984793074
11043.614480679311520.385519320688481
11143.542305243328990.457694756671011
11243.498317277269010.501682722730995
11343.701831088290770.298168911709232
11433.65558376635016-0.655583766350155
11543.465060316412830.534939683587168
11633.66857412743459-0.668574127434594
11733.48532691618457-0.485326916184567
11843.905344899312530.0946551006874692
11943.668574127434590.331425872565406
12043.465060316412830.534939683587168
12143.905344899312530.0946551006874692
12233.70183108829077-0.701831088290768
12333.57769420797048-0.577694207970483
12412.23806123182145-1.23806123182145
12543.905344899312530.0946551006874692
12633.90534489931253-0.90534489931253
12743.498317277269010.501682722730995
12843.701831088290770.298168911709232
12933.90534489931253-0.90534489931253
13043.701831088290770.298168911709232
13143.905344899312530.0946551006874692
13223.49831727726901-1.49831727726901
13344.10885871033429-0.108858710334293
13433.57769420797048-0.577694207970483
13533.89235453822809-0.892354538228092
13643.701831088290770.298168911709232
13743.905344899312530.0946551006874692
13833.70183108829077-0.701831088290768
13933.70183108829077-0.701831088290768
14033.49831727726901-0.498317277269006
14143.905344899312530.0946551006874692
14243.905344899312530.0946551006874692
14333.70183108829077-0.701831088290768
14444.14211567119047-0.142115671190467
14533.15039998615522-0.150399986155222
14643.794198380076680.205801619923316
14743.668574127434590.331425872565406
14843.353913797176990.646086202823015


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.9240793797891170.1518412404217650.0759206202108825
100.9978872346665410.004225530666917240.00211276533345862
110.9951910387169150.00961792256616970.00480896128308485
120.9919347697357180.01613046052856360.0080652302642818
130.9882347943166220.02353041136675610.0117652056833780
140.9820907379936580.0358185240126840.017909262006342
150.993815454644380.01236909071123790.00618454535561896
160.9893603869891220.02127922602175530.0106396130108776
170.986482154758820.02703569048236130.0135178452411806
180.9900722390588440.01985552188231210.00992776094115604
190.9844652990870080.03106940182598440.0155347009129922
200.975870851805260.04825829638948170.0241291481947409
210.9676627743374050.06467445132518960.0323372256625948
220.9701183462853530.05976330742929350.0298816537146467
230.9838895643536530.03222087129269350.0161104356463468
240.9767580414771960.0464839170456080.023241958522804
250.9708294270277630.05834114594447450.0291705729722373
260.9711819475103350.05763610497933080.0288180524896654
270.9595278409649730.0809443180700540.040472159035027
280.9478307945698550.1043384108602890.0521692054301445
290.9342014777212420.1315970445575160.0657985222787581
300.9400861821548880.1198276356902250.0599138178451125
310.9237329159217320.1525341681565360.076267084078268
320.9059441796633890.1881116406732220.0940558203366112
330.9120307660853920.1759384678292160.0879692339146078
340.8947336755596940.2105326488806120.105266324440306
350.8849621870180220.2300756259639560.115037812981978
360.8743604933093870.2512790133812260.125639506690613
370.864864927679240.2702701446415200.135135072320760
380.8335473455612440.3329053088775120.166452654438756
390.8072752853022250.385449429395550.192724714697775
400.8031028293169930.3937943413660140.196897170683007
410.7998766433676220.4002467132647570.200123356632378
420.7598124596550790.4803750806898420.240187540344921
430.722168201090990.555663597818020.27783179890901
440.7044440870121650.5911118259756710.295555912987835
450.7521389101691010.4957221796617970.247861089830899
460.7736711766247280.4526576467505440.226328823375272
470.798450915265740.4030981694685180.201549084734259
480.7732490134724540.4535019730550920.226750986527546
490.7604218614596760.4791562770806470.239578138540324
500.7188922804921970.5622154390156060.281107719507803
510.7462071527502410.5075856944995180.253792847249759
520.7236443854231870.5527112291536260.276355614576813
530.8189485662918620.3621028674162760.181051433708138
540.7928030447074360.4143939105851280.207196955292564
550.8209835764190780.3580328471618430.179016423580922
560.7926920696432080.4146158607135850.207307930356792
570.7561694611014920.4876610777970160.243830538898508
580.7482193111417820.5035613777164360.251780688858218
590.724950109627980.5500997807440410.275049890372020
600.6978813595814830.6042372808370340.302118640418517
610.661588615425080.6768227691498410.338411384574920
620.6762283801402670.6475432397194660.323771619859733
630.6327822558489370.7344354883021260.367217744151063
640.6154056198215210.7691887603569580.384594380178479
650.5975359637223370.8049280725553260.402464036277663
660.7618911011280460.4762177977439070.238108898871953
670.7304107003181770.5391785993636450.269589299681823
680.6911737598716090.6176524802567820.308826240128391
690.6862316725943780.6275366548112440.313768327405622
700.8580448168572150.2839103662855700.141955183142785
710.8599864494782960.2800271010434080.140013550521704
720.8735253210796520.2529493578406970.126474678920348
730.8921290394799170.2157419210401650.107870960520083
740.9005919492621010.1988161014757970.0994080507378987
750.882374723113530.2352505537729410.117625276886471
760.8628677857864070.2742644284271870.137132214213593
770.8792185789816820.2415628420366360.120781421018318
780.857028470892250.2859430582155020.142971529107751
790.9499256903709970.1001486192580050.0500743096290025
800.9486656154787390.1026687690425230.0513343845212614
810.956253576377290.0874928472454220.043746423622711
820.9799977279727180.04000454405456340.0200022720272817
830.980115859196550.03976828160689930.0198841408034497
840.9737738626144270.0524522747711450.0262261373855725
850.9773553960916720.04528920781665560.0226446039083278
860.9701130781478120.05977384370437650.0298869218521883
870.9619143060665760.07617138786684770.0380856939334238
880.9514217720011390.09715645599772220.0485782279988611
890.9662981560568830.0674036878862350.0337018439431175
900.967762956389970.06447408722006030.0322370436100301
910.964630360811280.0707392783774420.035369639188721
920.9997169246734420.000566150653116010.000283075326558005
930.9996960684439620.0006078631120758150.000303931556037908
940.9996810467033620.0006379065932757890.000318953296637894
950.9995191931458540.000961613708291470.000480806854145735
960.9992943262535350.001411347492929860.000705673746464929
970.9989954105909660.002009178818068250.00100458940903413
980.9989133685732760.002173262853447960.00108663142672398
990.9983819353288180.003236129342364730.00161806467118236
1000.9976425848197930.004714830360414930.00235741518020746
1010.9964299459955710.007140108008857220.00357005400442861
1020.996593140476690.00681371904662040.0034068595233102
1030.9951521815673030.009695636865394220.00484781843269711
1040.9941934611468860.01161307770622830.00580653885311417
1050.99214222605560.01571554788880090.00785777394440044
1060.9893381044109960.02132379117800730.0106618955890037
1070.9851092860620920.02978142787581680.0148907139379084
1080.9791158599954350.0417682800091290.0208841400045645
1090.9725407654555430.05491846908891380.0274592345444569
1100.9765960074619130.04680798507617390.0234039925380870
1110.967047522922090.06590495415582090.0329524770779105
1120.9687689605328750.06246207893424980.0312310394671249
1130.962878261953030.07424347609393820.0371217380469691
1140.9540641484749930.09187170305001420.0459358515250071
1150.951815863301520.09636827339696170.0481841366984808
1160.9611146204629470.07777075907410690.0388853795370535
1170.9593729754109480.0812540491781040.040627024589052
1180.9429384681744650.1141230636510690.0570615318255347
1190.9227425077156980.1545149845686050.0772574922843023
1200.9278574777951040.1442850444097920.0721425222048959
1210.9022119556392560.1955760887214870.0977880443607437
1220.8930779317510440.2138441364979110.106922068248956
1230.8699907048027540.2600185903944930.130009295197247
1240.906291486410280.1874170271794400.0937085135897199
1250.8738166383610490.2523667232779020.126183361638951
1260.9017310808765990.1965378382468020.0982689191234012
1270.9536013268012450.09279734639750920.0463986731987546
1280.9606704469828870.07865910603422520.0393295530171126
1290.981089796319070.03782040736185930.0189102036809297
1300.9882361346527640.02352773069447170.0117638653472359
1310.9785944334224180.04281113315516380.0214055665775819
1320.992120050855220.01575989828955870.00787994914477935
1330.9895866434714220.02082671305715690.0104133565285785
1340.9803335086824880.0393329826350240.019666491317512
1350.9596521936152630.08069561276947410.0403478063847371
1360.9808019196937450.03839616061250950.0191980803062548
1370.9542415565139410.09151688697211770.0457584434860588
1380.92099778690390.1580044261921990.0790022130960995
1390.8778671174805740.2442657650388510.122132882519426


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level140.106870229007634NOK
5% type I error level410.312977099236641NOK
10% type I error level660.50381679389313NOK