Multiple Linear Regression - Estimated Regression Equation
Time_in_RFC[t] = + 5060.78809216539 -1704.67570366525Geslacht[t] + 754.508242023966Logins[t] + 1081.23649471056Blogged_computations[t] + 1694.1075558023Reviewed_compendiums[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5060.7880921653910410.0271190.48610.6275330.313767
Geslacht-1704.675703665257803.15188-0.21850.8273510.413675
Logins754.508242023966109.4143966.895900
Blogged_computations1081.23649471056135.7356767.965800
Reviewed_compendiums1694.1075558023466.9373773.62810.0003840.000192


Multiple Linear Regression - Regression Statistics
Multiple R0.87486396823506
R-squared0.765386962915996
Adjusted R-squared0.759484748146587
F-TEST (value)129.677924782234
F-TEST (DF numerator)4
F-TEST (DF denominator)159
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation48908.7744357889
Sum Squared Residuals380338846472.929


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1255202210422.72999234944779.2700076509
2135248163111.717738861-27863.717738861
3207223191538.49559745115684.5044025493
4189326249407.593706796-60081.593706796
5141365139884.1876257411480.81237425897
66529586599.7368143683-21304.7368143683
7439387276789.946430116162597.053569884
83318650971.6171897727-17785.6171897727
9183696163563.07077093320132.9292290673
10186657166116.43050005620540.5694999438
11276696242191.28423767834504.7157623222
12194414265802.001389178-71388.0013891779
13141409153056.72948032-11647.72948032
14306730249365.16184177657364.8381582235
15192691191683.7085855271007.2914144735
16333497388186.89613584-54689.8961358403
17261835221642.99408070440192.0059192956
18263451253722.2868498059728.71315019535
19157448183234.699150814-25786.6991508144
20232190265823.529733477-33633.5297334772
21245725240049.6322319535675.36776804683
22388603226755.649356559161847.350643441
23156540127128.58195156629411.4180484341
24156189217925.380547569-61736.3805475694
25189726284100.945272395-94374.9452723948
26192167231912.582271342-39745.5822713419
27249893260337.199043994-10444.1990439938
28236812242172.227137696-5360.2271376957
29143160142477.30905104682.690948959784
30259667230665.93662843829001.0633715617
31243020246311.374684181-3291.37468418073
32176062174339.7634187331722.23658126751
33286683272199.76051675914483.2394832408
3487485125247.420515768-37762.4205157683
35329737255850.85142363473886.1485763657
36247082187773.22238912159308.7776108791
37378463266292.210479125112170.789520875
38191653194167.172934553-2514.17293455286
3911467392931.17636899621741.823631004
40301596312826.164120488-11230.1641204877
41284195232818.98053013251376.0194698684
42155568179281.980013916-23713.9800139158
43177306182724.924524808-5418.92452480831
44144595168166.459856858-23571.4598568578
45140319190436.554506547-50117.5545065466
46405267267983.333200884137283.666799116
4778800100716.984898578-21916.9848985778
48201970240856.907065024-38886.9070650242
49302705293581.6851058859123.31489411542
50164733209400.820729873-44667.8207298728
51194221206798.270216846-12577.2702168459
522418838595.3080816343-14407.3080816343
53346142378316.491159807-32174.4911598069
546502971087.330599936-6058.33059993603
55101097109503.916204248-8406.91620424827
56253745195810.24328571457934.7567142864
57273513271592.6263487491920.37365125118
58282220292899.941337328-10679.941337328
59280928299302.298297856-18374.2982978555
60214872194493.90118723920378.0988127605
61342048324021.83249347618026.1675065237
62273924259729.98298578914194.0170142106
63195726205553.868196904-9827.86819690371
64231162198841.5964607132320.4035392897
65209798155646.98245907954151.0175409214
66201345191210.43000693210134.5699930679
67180231232027.777962999-51796.7779629991
68204441249544.714944976-45103.714944976
69197813233085.242490449-35272.2424904489
70136421228296.330633237-91875.3306332371
71216092212010.9545567194081.04544328083
727356690252.0528003523-16686.0528003523
73213998201471.72752314712526.2724768527
74181728188712.821702899-6984.82170289921
75148758214670.197277275-65912.197277275
76308343255530.68381213552812.3161878652
77251437211568.00858657339868.9914134274
78202388229039.054930719-26651.054930719
79173286236823.758897474-63537.7588974744
80155529176089.424121928-20560.4241219285
81132672141060.031603418-8388.03160341813
82390163301436.48337726488726.5166227364
83145905131342.22335792414562.7766420762
84228012250589.174577554-22577.1745775544
858095388752.2671263353-7799.26712633526
86130805114375.72833642816429.2716635715
87135163166981.303178956-31818.3031789558
88333790256588.42980113577201.5701988653
89271806262457.2401683959348.75983160458
90164235316183.731311615-151948.731311615
91234092206410.25192368427681.7480763158
92207158269627.343687654-62469.3436876536
93156583135508.51975428721074.4802457133
94242395237372.471471555022.5285284496
95261601173094.84780906488506.152190936
96178489168311.78923243610177.2107675635
97204221189313.51161722514907.4883827746
98268066279058.89273724-10992.8927372399
99327622342524.691126594-14902.6911265943
100361799282081.64057261579717.3594273855
101247131278801.551428574-31670.5514285741
102265849259010.2062606336838.793739367
103162336248539.227757776-86203.2277577764
1044328760163.3457683167-16876.3457683167
105172244189867.762806686-17623.7628066858
106189021248636.388375254-59615.3883752542
107227681223915.9478945043765.05210549592
108269329296917.957374548-27588.9573745479
109106503116552.345280856-10049.3452808561
110117891218960.178317414-101069.178317414
111287201193485.42851916793715.5714808333
112266805279950.638604947-13145.6386049468
1132362328029.324246758-4406.32424675803
114174954246153.432462304-71199.4324623042
1156185767427.1166349328-5570.11663493278
116144889193306.898088599-48417.8980885994
117347988274905.91654777873082.0834522222
1182105421457.8659433911-403.865943391068
119224051160572.18665271563478.8133472854
1203141450706.886338164-19292.886338164
121278660249343.4352197829316.5647802198
122209481196887.08022517512593.9197748251
123156870176987.61424332-20117.6142433196
124112933116854.361430673-3921.36143067329
1253821461566.7126827676-23352.7126827676
126166011158411.8747492317599.12525076865
127316044264562.93906009451481.0609399063
128181578176662.6153770394915.38462296145
129358903273395.05364299285507.9463570081
130275578303625.39785596-28047.3978559598
131368796313393.4195579955402.5804420102
132172464157401.24099522115062.7590047792
13394381129387.275422856-35006.2754228562
134250563364244.111687625-113681.111687625
135382499295582.83899081286916.1610091879
136118010147319.811247405-29309.8112474048
137365575303875.67008736261699.3299126379
138147989174748.369920585-26759.3699205849
139231681216726.78727526414954.2127247362
140193119210644.714313739-17525.7143137386
141189020172114.97836303416905.0216369664
142341958243661.67808568598296.3219143148
143222060252004.407326742-29944.4073267415
144173260132501.76229465740758.2377053434
145274787283271.826782995-8484.82678299499
146130908279137.393456959-148229.393456959
147204009212703.267119968-8694.2671199683
148262412325864.961619504-63452.9616195037
14915060.78809216535-5059.78809216535
1501468816930.8164912473-2242.81649124727
151985815.29633418932-5717.29633418932
1524556569.80457621329-6114.80457621329
15303356.11238850009-3356.11238850009
15405060.78809216535-5060.78809216535
155195765176399.02358556519365.976414435
156334258312845.02229594321412.9777040567
15705060.78809216535-5060.78809216535
1582038078.82106026122-7875.82106026122
159719916401.9847652591-9202.98476525913
1604666039891.65294451776768.34705548232
161175478822.761154422228724.23884557778
162107465138113.938713854-30648.9387138543
1639694865.12887254801-3896.12887254801
164179994145370.71723975134623.282760249


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.7341225454806630.5317549090386740.265877454519337
90.623535338421640.752929323156720.37646466157836
100.5679412430393930.8641175139212150.432058756960607
110.6269797425761160.7460405148477670.373020257423884
120.5875745850381790.8248508299236410.412425414961821
130.4978769196208750.995753839241750.502123080379125
140.600961229418140.798077541163720.39903877058186
150.5555109236755450.888978152648910.444489076324455
160.6163306347369190.7673387305261620.383669365263081
170.5807442109758980.8385115780482050.419255789024102
180.5538396648210460.8923206703579080.446160335178954
190.5524620706797360.8950758586405290.447537929320264
200.520286524130410.9594269517391810.47971347586959
210.4668793052099010.9337586104198020.533120694790099
220.8314083052810460.3371833894379080.168591694718954
230.7868939832222470.4262120335555060.213106016777753
240.8047061917614330.3905876164771340.195293808238567
250.964025059648780.07194988070244070.0359749403512204
260.9670459287732490.0659081424535020.032954071226751
270.953943921214460.09211215757108020.0460560787855401
280.9371974425858880.1256051148282230.0628025574141116
290.9168653815329360.1662692369341270.0831346184670637
300.8945777665561540.2108444668876920.105422233443846
310.8670942395283850.2658115209432290.132905760471615
320.8385122175660340.3229755648679330.161487782433966
330.8019003864080690.3961992271838610.198099613591931
340.7672080935034640.4655838129930710.232791906496536
350.783673927728430.4326521445431410.21632607227157
360.830406463702630.339187072594740.16959353629737
370.9147813010850480.1704373978299050.0852186989149525
380.8915401709022810.2169196581954380.108459829097719
390.868103993648510.2637920127029790.13189600635149
400.8549568387780340.2900863224439310.145043161221966
410.8401752383890320.3196495232219360.159824761610968
420.8097953082728220.3804093834543560.190204691727178
430.7725210205655680.4549579588688630.227478979434432
440.7358493366254470.5283013267491060.264150663374553
450.7172062493751970.5655875012496070.282793750624803
460.9231476060164890.1537047879670230.0768523939835114
470.9065989863145620.1868020273708760.093401013685438
480.8917061125860490.2165877748279020.108293887413951
490.8677093972516920.2645812054966150.132290602748308
500.8546172821161760.2907654357676470.145382717883824
510.8273603834802720.3452792330394560.172639616519728
520.8278830125686180.3442339748627640.172116987431382
530.8311920448928740.3376159102142520.168807955107126
540.8017520238394540.3964959523210910.198247976160546
550.7756416988699510.4487166022600980.224358301130049
560.791957656946660.416084686106680.20804234305334
570.7567611058883220.4864777882233560.243238894111678
580.7239209116348110.5521581767303780.276079088365189
590.6979594982148370.6040810035703250.302040501785163
600.6641048375450150.671790324909970.335895162454985
610.6295343766411590.7409312467176810.370465623358841
620.6056031760011940.7887936479976120.394396823998806
630.5660433567762090.8679132864475810.433956643223791
640.5490705348259890.9018589303480220.450929465174011
650.5616903203661890.8766193592676230.438309679633811
660.5162424909272790.9675150181454420.483757509072721
670.5336772725901990.9326454548196030.466322727409801
680.5182183237367660.9635633525264690.481781676263234
690.5210485675352270.9579028649295450.478951432464773
700.6598466400241730.6803067199516540.340153359975827
710.6181248186041320.7637503627917350.381875181395868
720.579895189348610.8402096213027790.42010481065139
730.5377242023976830.9245515952046350.462275797602317
740.4935261674491450.9870523348982890.506473832550855
750.5425987147615130.9148025704769730.457401285238487
760.5499883797422510.9000232405154980.450011620257749
770.5351865681432590.9296268637134820.464813431856741
780.5037061737547750.992587652490450.496293826245225
790.5420076193905020.9159847612189960.457992380609498
800.5047155765156410.9905688469687190.495284423484359
810.4612585335450930.9225170670901860.538741466454907
820.5639934625085890.8720130749828220.436006537491411
830.5234576361441990.9530847277116020.476542363855801
840.4879681299474570.9759362598949130.512031870052543
850.4438612475102170.8877224950204340.556138752489783
860.4048992512615470.8097985025230930.595100748738453
870.3799788565070160.7599577130140320.620021143492984
880.4492797650312390.8985595300624780.550720234968761
890.4061469963417210.8122939926834430.593853003658279
900.770211849046770.459576301906460.22978815095323
910.7453825920313590.5092348159372820.254617407968641
920.7637855817131590.4724288365736810.236214418286841
930.7368097273295280.5263805453409440.263190272670472
940.6986761370165710.6026477259668580.301323862983429
950.7830678504444330.4338642991111330.216932149555566
960.748824220934520.502351558130960.25117577906548
970.7152505852356160.5694988295287680.284749414764384
980.6800231016437550.639953796712490.319976898356245
990.639469376765030.7210612464699410.36053062323497
1000.7024947170237280.5950105659525430.297505282976272
1010.6730373345220490.6539253309559020.326962665477951
1020.6300575260166250.7398849479667490.369942473983375
1030.7033255003994540.5933489992010910.296674499600546
1040.6675447584810010.6649104830379990.332455241518999
1050.6277059723493240.7445880553013530.372294027650676
1060.6423194854401770.7153610291196450.357680514559823
1070.5965661816521170.8068676366957650.403433818347883
1080.5622780200462470.8754439599075060.437721979953753
1090.5156389881255850.968722023748830.484361011874415
1100.6736340981809180.6527318036381650.326365901819082
1110.7758349583244060.4483300833511870.224165041675594
1120.7399267923742130.5201464152515750.260073207625787
1130.6979908428562010.6040183142875980.302009157143799
1140.7570389064168010.4859221871663980.242961093583199
1150.7157911539153160.5684176921693690.284208846084684
1160.7240336910693360.5519326178613280.275966308930664
1170.7638628898418540.4722742203162920.236137110158146
1180.7219999901169730.5560000197660530.278000009883027
1190.7466115531574560.5067768936850890.253388446842545
1200.70934152928020.58131694143960.2906584707198
1210.6792690196738230.6414619606523550.320730980326177
1220.6317755665165240.7364488669669520.368224433483476
1230.5902086593272670.8195826813454670.409791340672733
1240.5371385141294860.9257229717410280.462861485870514
1250.4932835108905720.9865670217811430.506716489109428
1260.4384703547325610.8769407094651220.561529645267439
1270.4376893296054280.8753786592108560.562310670394572
1280.3828058843527140.7656117687054290.617194115647286
1290.50793033060810.98413933878380.4920696693919
1300.4596485452120880.9192970904241750.540351454787912
1310.5028122826968640.9943754346062710.497187717303136
1320.4547936195700540.9095872391401080.545206380429946
1330.4195936498166390.8391872996332790.580406350183361
1340.9981170031980950.00376599360380970.00188299680190485
1350.9973653774778630.005269245044273670.00263462252213683
1360.9955654348159840.008869130368031270.00443456518401563
1370.9951527494109140.00969450117817130.00484725058908565
1380.9951308385224120.009738322955176020.00486916147758801
1390.9996356932704980.0007286134590047930.000364306729502397
1400.9992827714643960.001434457071207560.000717228535603781
1410.999999612643417.74713180659723e-073.87356590329862e-07
1420.9999999953036829.39263547749333e-094.69631773874666e-09
1430.9999999804555363.90889280316553e-081.95444640158277e-08
1440.9999999176333781.64733244345589e-078.23666221727945e-08
1450.9999999855670682.88658637917459e-081.44329318958729e-08
1460.9999999988345312.33093771757632e-091.16546885878816e-09
1470.999999992198271.5603459296075e-087.80172964803749e-09
1480.999999949728841.00542319741233e-075.02711598706167e-08
1490.9999997154328455.69134310521702e-072.84567155260851e-07
1500.9999982901601673.41967966699336e-061.70983983349668e-06
1510.9999898986655472.02026689060243e-051.01013344530122e-05
1520.9999413716574670.0001172566850651855.86283425325927e-05
1530.9996995162428140.0006009675143717790.000300483757185889
1540.9986575208525580.002684958294883480.00134247914744174
1550.9961545861863820.007690827627235450.00384541381361773
1560.9914724110993770.01705517780124690.00852758890062346


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level220.147651006711409NOK
5% type I error level230.154362416107383NOK
10% type I error level260.174496644295302NOK