Multiple Linear Regression - Estimated Regression Equation
SocialVisible[t] = + 1.28655442281463 -0.0116291252388734Tijd[t] + 0.200736343687531ManyFriends[t] + 0.0194771930298669MakeNewFriends[t] + 0.234334548584778QuiteAccepted[t] + 0.111076713012465IntendMakeNewFriends[t] + 0.00371329634067004t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.286554422814631.6290280.78980.4309890.215495
Tijd-0.01162912523887340.208366-0.05580.9555710.477786
ManyFriends0.2007363436875310.0735892.72780.0071870.003594
MakeNewFriends0.01947719302986690.097110.20060.8413240.420662
QuiteAccepted0.2343345485847780.0939162.49520.0137430.006872
IntendMakeNewFriends0.1110767130124650.0919741.20770.2291840.114592
t0.003713296340670040.0054290.6840.4951220.247561


Multiple Linear Regression - Regression Statistics
Multiple R0.463319910208726
R-squared0.214665339195822
Adjusted R-squared0.181246842991389
F-TEST (value)6.42354874027353
F-TEST (DF numerator)6
F-TEST (DF denominator)141
p-value5.28252382958616e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.698807226015477
Sum Squared Residuals68.8547470175339


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
133.25899756681534-0.25899756681534
243.028376314571240.971623685428758
343.336606597141890.663393402858115
432.813649481227650.186350518772350
523.27385075217803-1.27385075217803
653.589377105218691.41062289478130
732.846206452587060.153793547412941
823.28499064120004-1.28499064120004
922.99399792055880-0.993997920558796
1043.031309421796710.968690578203287
1133.06179598163727-0.0617959816372699
1233.50058017025025-0.500580170250248
1342.979562943643541.02043705635646
1442.983276239984211.01672376001579
1523.29150652255486-1.29150652255486
1632.768549406640620.231450593359376
1743.51914665195360.480853348046401
1822.86757551930456-0.867575519304562
1922.42892185290290-0.428921852902904
2033.29059581122834-0.290595811228344
2143.533999837316280.466000162683721
2222.88242870466724-0.882428704667243
2323.10635553772531-1.10635553772531
2433.34440338265076-0.344403382650758
2543.529375829649090.470624170350908
2643.332352782302230.667647217697769
2733.20551217260057-0.205512172600569
2833.42943900565864-0.429439005658637
2943.563706208041640.436293791958361
3022.96819650117042-0.968196501170422
3133.35091926400558-0.350919264005582
3243.574846097063650.425153902936351
3322.94275215744448-0.94275215744448
3443.562795496715120.437204503284877
3543.385249642398130.614750357601871
3622.80386094739429-0.803860947394291
3733.57393538573713-0.573935385737133
3843.585496749868800.414503250131204
3943.354875497624690.645124502375312
4033.4623694365078-0.462369436507804
4143.09138330897330.908616691026701
4232.945065506241770.0549344937582302
4333.14951514626997-0.149515146269971
4433.37344197932804-0.373441979328039
4533.81222616794102-0.812226167941017
4622.87561524209187-0.875615242091871
4743.164368331632650.835631668367349
4843.421893369587970.578106630412035
4933.42560666592864-0.425606665928635
5032.9942490699970.00575093000300298
5133.74484631530997-0.744846315309972
5233.41726936192078-0.417269361920779
5323.30990594524898-1.30990594524898
5443.748690133861960.251309866138038
5543.007459370537860.99254062946214
5643.652336084000860.347663915999143
5733.02024214438169-0.0202421443816873
5843.425428128097420.574571871902581
5933.29858751839576-0.298587518395757
6043.556112556351070.443887443648929
6132.904541423702040.0954585762979647
6233.67461586204488-0.674615862044877
6333.04252192242571-0.0425219224257076
6433.44770790614144-0.447707906141439
6543.451421202482110.548578797517891
6612.49533308360310-1.49533308360310
6743.582105630735760.417894369264238
6843.69689564008890.303104359911103
6933.38879587972957-0.388795879729571
7053.242478076998041.75752192300196
7133.48782199239351-0.48782199239351
7233.51101248176405-0.511012481764046
7333.3914679425324-0.391467942532404
7443.042473906805810.957526093194189
7543.476925040649940.523074959350064
7632.878429305928010.121570694071986
7733.51794983822852-0.517949838228523
7843.502185941539330.497814058460674
7923.39482252486753-1.39482252486753
8043.241679780738640.758320219261358
8133.40954518801889-0.409545188018891
8222.87929200163463-0.879292001634634
8343.279121804187880.720878195812121
8443.744679256300740.255320743699256
8533.52817901592402-0.528179015924017
8643.641029135969620.358970864030381
8743.535605608605360.464394391394643
8843.759532441663420.240467558336575
8933.74376854497423-0.743768544974228
9033.31241094904259-0.312410949042589
9143.134865094725590.865134905274405
9252.461876879739162.53812312026084
9332.907957138822160.0920428611778425
9443.341385146272650.658614853727351
9543.350454623775810.649545376224194
9643.789238812388780.210761187611215
9743.792952108729450.207047891270545
9853.941340322979841.05865967702016
9943.365307809138490.634692190861514
10032.479402127904670.520597872095328
10143.60706895040460.392931049595396
10243.245893792118160.754106207881836
10343.815231886773470.184768113226525
10443.397995302709220.602004697290784
10543.602444942737420.397555057262582
10633.47560433303576-0.475604333035755
10743.395014179863850.604985820136153
10843.833798368476830.166201631523175
10943.837511664817500.162488335182505
11043.659535546496250.340464453503748
11143.610603708914060.389396291085942
11243.435549741225570.56445025877443
11343.639999381253770.360000618746229
11433.59063727966733-0.590637279667327
11543.413091425350330.586908574649667
11633.61754106537853-0.617541065378534
11733.43463902989905-0.434639029899053
11843.859302206644650.140697793355348
11943.628680954400540.371319045599456
12043.431657907053680.568342092946316
12143.870442095666660.129557904333338
12233.6734190483198-0.673419048319801
12333.54657843861814-0.546578438618139
12412.22366197580448-1.22366197580448
12543.885295281029340.114704718970658
12633.88900857737001-0.889008577370012
12743.491249186335620.508750813664379
12843.695698826363820.304301173636178
12933.90014846639202-0.900148466392023
13043.703125419045160.296874580954838
13143.907575059073360.0924249409266374
13223.50981566803897-1.50981566803897
13344.11573799544223-0.115737995442234
13433.58742469836551-0.58742469836551
13533.90295105140618-0.902951051406176
13643.725405197089180.274594802910818
13743.929854837117380.0701451628826171
13833.73283178977052-0.732831789770522
13933.73654508611119-0.736545086111192
14033.53952203876433-0.539522038764331
14143.944708022480060.055291977519937
14243.948421318820730.0515786811792669
14333.75139827147387-0.751398271473872
14444.19018246008685-0.190182460086851
14533.21267725887044-0.212677258870438
14643.852197791170950.147802208829052
14743.732653251939310.267346748060694
14843.424553491579980.57544650842002


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.998589107887830.002821784224341380.00141089211217069
110.9964838943556130.007032211288773180.00351610564438659
120.992151655722890.01569668855421850.00784834427710927
130.9907959538882550.01840809222349060.0092040461117453
140.9865252423157860.02694951536842710.0134747576842136
150.9918954923736430.01620901525271350.00810450762635674
160.990087879330230.01982424133953970.00991212066976985
170.9910741955448750.017851608910250.008925804455125
180.99251179643260.01497640713480150.00748820356740073
190.9880336461549050.02393270769019000.0119663538450950
200.980916333903080.03816733219384130.0190836660969207
210.9766271990453530.04674560190929300.0233728009546465
220.976851602213510.04629679557298130.0231483977864907
230.9825226534764580.03495469304708340.0174773465235417
240.9745092013651950.05098159726961010.0254907986348051
250.9730408755194530.05391824896109370.0269591244805469
260.9765286926255570.04694261474888530.0234713073744426
270.9667858751398530.06642824972029320.0332141248601466
280.9551195657436140.08976086851277180.0448804342563859
290.94552115885510.1089576822898010.0544788411449007
300.9472683157267840.1054633685464310.0527316842732155
310.9307293742048170.1385412515903650.0692706257951825
320.9180409342091080.1639181315817850.0819590657908925
330.916612407848590.1667751843028180.083387592151409
340.9039175786391190.1921648427217620.096082421360881
350.9001480789603790.1997038420792430.0998519210396215
360.8915429883233640.2169140233532730.108457011676636
370.8814111966236050.2371776067527890.118588803376395
380.8542509969691450.291498006061710.145749003030855
390.8333583770791020.3332832458417960.166641622920898
400.824980385553680.3500392288926390.175019614446319
410.8291625703377360.3416748593245290.170837429662264
420.791731668663480.4165366626730420.208268331336521
430.7547213088762580.4905573822474850.245278691123742
440.7331062894675630.5337874210648740.266893710532437
450.769416057615230.4611678847695390.230583942384769
460.7811026176217140.4377947647565720.218897382378286
470.808656548510770.3826869029784610.191343451489230
480.7895427706748280.4209144586503440.210457229325172
490.7704252114267410.4591495771465180.229574788573259
500.7299511984153770.5400976031692450.270048801584623
510.7499387202805290.5001225594389420.250061279719471
520.723516048034490.5529679039310210.276483951965510
530.8067356691513690.3865286616972630.193264330848632
540.7826007746092560.4347984507814870.217399225390744
550.8132735634853620.3734528730292750.186726436514638
560.7885974162424580.4228051675150840.211402583757542
570.752742158156080.494515683687840.24725784184392
580.7531359169244590.4937281661510820.246864083075541
590.7292433464223470.5415133071553060.270756653577653
600.7075184821886230.5849630356227540.292481517811377
610.673345768966150.6533084620677010.326654231033850
620.6816163676012730.6367672647974540.318383632398727
630.6385925699896130.7228148600207730.361407430010387
640.6185637188897210.7628725622205570.381436281110279
650.605982701337860.788034597324280.39401729866214
660.7687563764813290.4624872470373420.231243623518671
670.7415210439456890.5169579121086220.258478956054311
680.7045461892396390.5909076215207230.295453810760362
690.698692574459560.602614851080880.30130742554044
700.8666508428027140.2666983143945730.133349157197286
710.8703615498625120.2592769002749760.129638450137488
720.8862089043578030.2275821912843930.113791095642197
730.9122391285121930.1755217429756130.0877608714878066
740.918745098231040.1625098035379180.0812549017689592
750.9040362049305360.1919275901389280.0959637950694638
760.883832056662020.232335886675960.11616794333798
770.8913754511741840.2172490976516320.108624548825816
780.873292442729340.2534151145413180.126707557270659
790.9514074494188540.09718510116229120.0485925505811456
800.951288968653520.09742206269296060.0487110313464803
810.955761545624730.08847690875054190.0442384543752710
820.9785898875313510.04282022493729770.0214101124686488
830.9790418601617080.04191627967658320.0209581398382916
840.9721650219937530.05566995601249390.0278349780062470
850.975367229128400.04926554174319780.0246327708715989
860.9675214620729350.06495707585412920.0324785379270646
870.958696527088050.08260694582390220.0413034729119511
880.9473276154913280.1053447690173430.0526723845086715
890.9637408153347680.07251836933046310.0362591846652315
900.966202610317260.06759477936548220.0337973896827411
910.9627390392178870.07452192156422650.0372609607821133
920.9996438401115540.0007123197768920650.000356159888446032
930.999615659970020.0007686800599611310.000384340029980566
940.999592636986020.000814726027961070.000407363013980535
950.9993848400571970.001230319885606920.000615159942803458
960.9990982780437380.001803443912524110.000901721956262056
970.9987246152272960.002550769545408810.00127538477270441
980.9985904204737980.002819159052403850.00140957952620193
990.9978927758593630.004214448281273980.00210722414063699
1000.9969187194885570.006162561022886220.00308128051144311
1010.9953519892929720.009296021414056340.00464801070702817
1020.995482606929660.009034786140680710.00451739307034036
1030.993603209746080.01279358050784060.00639679025392029
1040.9922845781624570.01543084367508610.00771542183754303
1050.9895877216918090.02082455661638280.0104122783081914
1060.9861582562149660.0276834875700690.0138417437850345
1070.9806198704777960.03876025904440780.0193801295222039
1080.973055117263050.05388976547390160.0269448827369508
1090.9648961680004870.07020766399902590.0351038319995129
1100.972140467983920.05571906403216020.0278595320160801
1110.9607609448668610.07847811026627690.0392390551331385
1120.959543357265290.08091328546942120.0404566427347106
1130.9515245484343620.09695090313127530.0484754515656376
1140.9392224262427730.1215551475144540.0607775737572272
1150.9376574811405730.1246850377188540.0623425188594269
1160.9466383409333450.1067233181333110.0533616590666553
1170.9435605005635970.1128789988728050.0564394994364027
1180.922473354363850.1550532912723010.0775266456361507
1190.8979498276504170.2041003446991670.102050172349583
1200.9119936503673920.1760126992652170.0880063496326084
1210.8887842773920610.2224314452158770.111215722607939
1220.867897569388580.2642048612228400.132102430611420
1230.8454738763338320.3090522473323360.154526123666168
1240.870930350109090.2581392997818210.129069649890911
1250.8305162075680330.3389675848639340.169483792431967
1260.8707430081407040.2585139837185930.129256991859296
1270.929256562642390.1414868747152190.0707434373576097
1280.947306965409940.1053860691801210.0526930345900603
1290.9671510472715480.06569790545690470.0328489527284523
1300.9822626465716680.03547470685666330.0177373534283316
1310.974772474057830.05045505188433870.0252275259421694
1320.9840617466496930.03187650670061340.0159382533503067
1330.9804703476349790.0390593047300430.0195296523650215
1340.961852404809810.07629519038038190.0381475951901909
1350.9248475600269670.1503048799460670.0751524399730334
1360.9581615432327460.0836769135345080.041838456767254
1370.9265817584147780.1468364831704440.073418241585222
1380.8397900454170480.3204199091659040.160209954582952


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level130.100775193798450NOK
5% type I error level370.286821705426357NOK
10% type I error level600.465116279069767NOK