Multiple Linear Regression - Estimated Regression Equation
Time_RFC[t] = -5725.01974150422 + 37.3449787691105`#_pageviews`[t] + 173.366500933118Logins[t] + 85.189545136906Compendiums_views[t] -1771.3955829496shared_compendiums[t] + 1378.2514735857reviewed_compendiums[t] + 0.281448724429778Compendium_writing[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-5725.019741504225396.758457-1.06080.2903980.145199
`#_pageviews`37.344978769110515.1983962.45720.0150920.007546
Logins173.366500933118100.2180561.72990.0856150.042807
Compendiums_views85.18954513690631.6580652.69090.0078970.003949
shared_compendiums-1771.3955829496778.204746-2.27630.0241820.012091
reviewed_compendiums1378.2514735857350.2622663.93490.0001256.2e-05
Compendium_writing0.2814487244297780.0764563.68120.0003190.000159


Multiple Linear Regression - Regression Statistics
Multiple R0.933316964834169
R-squared0.871080556847266
Adjusted R-squared0.866153699147162
F-TEST (value)176.802459066109
F-TEST (DF numerator)6
F-TEST (DF denominator)157
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation24976.2787400817
Sum Squared Residuals97938876453.2544


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1305687322720.311290879-17033.3112908789
2305115267204.77566675137910.2243332494
3280379191413.19309376188965.8069062391
4280039266826.8344834113212.1655165897
5274949232147.5578215942801.4421784102
6264528207421.72936048857106.2706395115
7257662197918.0105906859743.9894093196
8254599243377.46481756911221.5351824311
9253056272407.667426837-19351.6674268373
10245478291195.18624149-45717.1862414904
11245107230580.85309168514526.1469083152
12244909235923.5228638978985.47713610267
13243180215441.58979505727738.410204943
14242153231112.22299064811040.7770093519
15236316185661.17372063250654.8262793676
16234863202622.57453027532240.4254697246
17220835224791.804568452-3956.80456845184
18213487251118.248948024-37631.2489480242
19213310203951.56319069358.43680939958
20209631200323.8470912179307.15290878275
21208823184958.36065405823864.6393459419
22201748182227.5217965619520.4782034402
23201603219593.822777046-17990.8227770462
24201409206975.693175508-5566.69317550773
25197067222206.450860614-25139.4508606136
26197033165954.55193628231078.4480637181
27193662175002.36437908418659.6356209158
28192887185702.5992535277184.40074647288
29191467153281.33283088438185.6671691155
30190729154765.95271968135963.0472803188
31189764173752.01121806816011.9887819316
32189066152206.41756126536859.5824387353
33187289163252.65070696924036.3492930315
34185366179344.8707096316021.12929036915
35185288166671.17349430618616.8265056944
36185279187133.919184402-1854.91918440209
37183260191012.994003702-7752.99400370169
38183059193089.247910541-10030.2479105414
39182557176925.6800829685631.3199170315
40181853162839.70135006619013.2986499339
41179571179655.00094324-84.0009432402636
42176577142705.43769179333871.5623082068
43175663169976.9474101265686.05258987447
44173587160694.28368546412892.7163145356
45173260176299.497727214-3039.49772721392
46170635160303.20305971210331.7969402884
47170588133385.40951450237202.5904854981
48169613184174.189752379-14561.1897523788
49169569140057.29754473129511.7024552695
50169093142892.7729285126200.2270714902
51168059127450.39218478640608.6078152141
52167255160710.8776154336544.12238456662
53167226152992.8402153914233.1597846105
54166142129183.92033016636958.0796698335
55161729173335.287844934-11606.2878449336
56160905137656.27914697523248.7208530248
57157566161042.529665717-3476.52966571701
58156990149198.5763555687791.42364443248
59155012153129.4498463131882.55015368745
60154730146897.0885867737832.91141322685
61152366145920.3265833296445.67341667067
62152193144052.2828905648140.71710943574
63148857145003.484510883853.51548912046
64145908136302.9219778449605.07802215562
65145120187716.956388144-42596.9563881436
66144530197821.522701528-53291.522701528
67143937144986.321467668-1049.32146766773
68142339135201.5817320937137.41826790724
69142286176297.691878899-34011.691878899
70141933141264.291255581668.708744418935
71141150165629.39327604-24479.3932760395
72139409180326.988373108-40917.9883731084
73139144103342.83306519235801.1669348082
74137544132342.2525279875201.74747201323
75135306144174.165452631-8868.16545263121
76134088113405.11831446720682.8816855334
77132798128216.1107190184581.88928098225
78131337118519.09644593512817.9035540647
79131108163937.596133715-32829.5961337149
80130539118766.50830012111772.4916998786
81130533121925.0123178068607.98768219417
82130413192508.612195464-62095.6121954638
83129796122028.2846340377767.7153659628
84129340134432.998472779-5092.9984727785
85129100108502.20828973220597.7917102684
86128873125679.9007300073193.09926999274
87128768143204.477609105-14436.4776091053
88128734114245.33982872214488.6601712778
89128274137135.953611782-8861.95361178201
90128075126638.6955025561436.30449744433
91127930139004.039186632-11074.0391866316
92127394119373.2743384148020.72566158552
93127185121155.6417691256029.3582308748
94126630131118.084903263-4488.08490326296
95125927138580.54421977-12653.5442197705
96121976110899.58598007211076.4140199283
97121630114729.1934487176900.80655128258
98120362128771.411917466-8409.4119174664
99118807120889.18666006-2082.18666005994
100117805205657.626376997-87852.6263769971
101115911114255.1304708921655.86952910786
102115885139219.636268168-23334.6362681677
103113450135149.34491533-21699.3449153303
104113337106490.3726208646846.62737913592
105112004112925.259002638-921.259002638389
106109237143937.960717795-34700.9607177952
10710871597986.755361837910728.2446381621
108107434108736.404821537-1302.40482153675
109106888109945.780069699-3057.78006969909
110106351115064.930160709-8713.93016070882
111106193141131.394274496-34938.3942744963
11210547799518.86516663335958.13483336667
113102350115851.224897655-13501.2248976554
114101324103965.819548139-2641.81954813858
11598791115945.991394162-17154.9913941623
11698466130502.405746558-32036.4057465585
11798066105322.861421324-7256.86142132399
11896981111517.696283221-14536.6962832207
1199663493097.68040199663536.31959800339
12093125180262.11231799-87137.11231799
12191185103577.475648435-12392.4756484351
12290961104145.79682728-13184.7968272796
1239093873997.216950221416940.7830497786
12489882101017.807880099-11135.8078800991
12589318100619.683104267-11301.6831042673
12689059115409.5907643-26350.5907642997
1278662182414.3284537774206.67154622304
1288153067286.060887686414243.9391123136
1298110695242.3416726028-14136.3416726028
1308096459655.275335829621308.7246641704
1318095395289.3069991263-14336.3069991263
13278800105540.175115603-26740.1751156027
1337647093680.1274462421-17210.1274462421
1347574681968.8716494104-6222.87164941038
1357503291873.011991803-16841.011991803
13674112118510.85719895-44398.8571989497
1377356779454.6201072847-5887.62010728468
13871908101461.453761259-29553.4537612585
1396947184698.4471673716-15227.4471673716
14067507130971.982756132-63464.9827561316
1416502971843.1950271964-6814.19502719645
1426273164238.9252081006-1507.92520810058
1436185749915.370877484711941.6291225153
1445099969405.4601801878-18406.4601801878
1454666046138.2514403553521.748559644685
1464328768828.9285099946-25541.9285099946
1473821458388.8651369707-20174.8651369707
1483552351037.3134252724-15514.3134252724
1493275049849.7231353458-17099.7231353458
1503141446373.6902536732-14959.6902536732
1512418842717.8323949149-18529.832394915
1522293825436.7055013524-2498.7055013524
1532105424179.6633064472-3125.66330644719
154175478768.752549749498778.24745025051
1551468812675.33287691042012.6671230896
15671997547.63260039067-348.632600390669
157969-4295.282355333775264.28235533377
158455-5079.526909485095534.52690948509
159203-4882.17382269535085.1738226953
16098-5364.928346725545462.92834672554
1610-21667.579988050621667.5799880506
1620-7496.415324453817496.41532445381
1630-5725.019741504215725.01974150421
1640-5725.019741504215725.01974150421


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1560439884134990.3120879768269970.843956011586501
110.1949849945079860.3899699890159720.805015005492014
120.1736924059031640.3473848118063290.826307594096836
130.2091913673268920.4183827346537840.790808632673108
140.2130486221282050.4260972442564110.786951377871795
150.461472358870860.922944717741720.53852764112914
160.4559252251482540.9118504502965080.544074774851746
170.7867377897403260.4265244205193490.213262210259674
180.8786085835497310.2427828329005380.121391416450269
190.8587826918220850.282434616355830.141217308177915
200.9170068778398090.1659862443203820.082993122160191
210.9327990108082770.1344019783834470.0672009891917234
220.9334509183095530.1330981633808940.066549081690447
230.9200104520764890.1599790958470210.0799895479235107
240.9292502315095370.1414995369809260.070749768490463
250.9419271792338040.1161456415323920.0580728207661958
260.9270771657556990.1458456684886020.0729228342443008
270.9247073229189010.1505853541621980.0752926770810989
280.912708297638930.174583404722140.08729170236107
290.9155755482896120.1688489034207760.0844244517103878
300.9132928124247940.1734143751504130.0867071875752064
310.9037321041011020.1925357917977960.0962678958988981
320.9105945813702470.1788108372595070.0894054186297533
330.8989551337747910.2020897324504190.101044866225209
340.8851486598488130.2297026803023750.114851340151187
350.8754358352784580.2491283294430850.124564164721542
360.90449855875140.1910028824971990.0955014412485996
370.9252015016834540.1495969966330920.0747984983165459
380.9276970694218320.1446058611563360.0723029305781678
390.9172694776032560.1654610447934880.0827305223967439
400.9099532489031360.1800935021937270.0900467510968636
410.8873861805065410.2252276389869180.112613819493459
420.8975794115302470.2048411769395060.102420588469753
430.8951219511569710.2097560976860570.104878048843028
440.8858867027313460.2282265945373090.114113297268655
450.8708533033891360.2582933932217280.129146696610864
460.8532350447117740.2935299105764530.146764955288226
470.8615918935732620.2768162128534750.138408106426738
480.8673810118321290.2652379763357420.132618988167871
490.8751918655122290.2496162689755410.12480813448777
500.888165576527210.223668846945580.11183442347279
510.9067867592331510.1864264815336980.0932132407668488
520.9174478965585840.1651042068828310.0825521034414156
530.9216133944355720.1567732111288570.0783866055644285
540.9391553346936020.1216893306127960.0608446653063979
550.9476128053615450.104774389276910.0523871946384549
560.9449445904844560.1101108190310880.0550554095155439
570.9366750479800170.1266499040399650.0633249520199825
580.9408650650358490.1182698699283030.0591349349641513
590.927955195156250.1440896096874990.0720448048437496
600.9226725998408050.154654800318390.0773274001591951
610.9226934674809480.1546130650381040.0773065325190519
620.9174197733825020.1651604532349960.0825802266174981
630.9141853359530560.1716293280938880.0858146640469438
640.934778867214070.130442265571860.0652211327859298
650.9704399477163470.05912010456730570.0295600522836529
660.9947746631772350.01045067364552970.00522533682276484
670.9946456147297610.01070877054047880.00535438527023942
680.9949501528153220.01009969436935650.00504984718467823
690.9968408599220920.006318280155816510.00315914007790825
700.9961205981254170.007758803749166480.00387940187458324
710.9969902874868280.006019425026344890.00300971251317244
720.9985070927769810.002985814446038520.00149290722301926
730.9995494935295740.0009010129408522370.000450506470426119
740.9994697730674210.001060453865158670.000530226932579333
750.9996575075161790.0006849849676417310.000342492483820866
760.999679564630650.0006408707386999020.000320435369349951
770.9997889534665140.0004220930669718280.000211046533485914
780.9998461284144570.0003077431710869930.000153871585543497
790.9998880319278980.0002239361442035560.000111968072101778
800.9999081596290320.0001836807419361319.18403709680653e-05
810.9999532653228719.34693542588262e-054.67346771294131e-05
820.9999929624069321.40751861355211e-057.03759306776057e-06
830.9999899165308442.01669383128147e-051.00834691564073e-05
840.9999847388430583.05223138831663e-051.52611569415832e-05
850.9999970857729395.82845412212381e-062.9142270610619e-06
860.9999959675335198.06493296169881e-064.0324664808494e-06
870.9999941318951191.17362097622805e-055.86810488114026e-06
880.9999942826064841.14347870322522e-055.71739351612609e-06
890.9999913948318061.72103363885298e-058.60516819426492e-06
900.9999857929573632.84140852734125e-051.42070426367062e-05
910.9999837731973893.24536052230474e-051.62268026115237e-05
920.999982507593873.49848122590972e-051.74924061295486e-05
930.999992259443831.5481112339308e-057.74055616965398e-06
940.9999884247230632.31505538744141e-051.1575276937207e-05
950.9999868522607452.62954785104602e-051.31477392552301e-05
960.9999868713090982.62573818030081e-051.3128690901504e-05
970.9999903806543041.92386913927739e-059.61934569638697e-06
980.9999931927998221.36144003558492e-056.8072001779246e-06
990.9999882312874642.35374250720165e-051.17687125360082e-05
1000.9999999624212797.51574428769191e-083.75787214384595e-08
1010.9999999904524041.90951930678043e-089.54759653390214e-09
1020.999999988313952.33720998981528e-081.16860499490764e-08
1030.9999999877919652.44160708443853e-081.22080354221927e-08
1040.9999999861931572.76136855354734e-081.38068427677367e-08
1050.9999999718120345.63759328269919e-082.81879664134959e-08
1060.9999999606741027.86517954975703e-083.93258977487852e-08
1070.9999999206464561.58707087129693e-077.93535435648466e-08
1080.9999999742755095.14489820929702e-082.57244910464851e-08
1090.9999999862526382.74947248267537e-081.37473624133768e-08
1100.9999999710798375.78403252887312e-082.89201626443656e-08
1110.9999999774735424.50529166893691e-082.25264583446846e-08
1120.9999999668824396.62351216508593e-083.31175608254297e-08
1130.9999999435872171.12825565585143e-075.64127827925715e-08
1140.9999999603199487.93601033369933e-083.96800516684966e-08
1150.9999999216499371.56700125696356e-077.83500628481781e-08
1160.9999998789557232.42088554916903e-071.21044277458451e-07
1170.9999997550119374.89976125138539e-072.44988062569269e-07
1180.9999996059642937.88071414292598e-073.94035707146299e-07
1190.9999994730991131.05380177426575e-065.26900887132873e-07
1200.9999999596617498.06765021331268e-084.03382510665634e-08
1210.9999999124014031.75197193861055e-078.75985969305277e-08
1220.9999998530962012.93807598408399e-071.469037992042e-07
1230.9999999630025127.39949767238192e-083.69974883619096e-08
1240.9999999207248321.58550336626474e-077.92751683132372e-08
1250.9999998514123282.97175344877151e-071.48587672438575e-07
1260.9999998370592683.25881463770749e-071.62940731885374e-07
1270.99999984663823.06723599446166e-071.53361799723083e-07
1280.9999999086690881.82661823521179e-079.13309117605893e-08
1290.9999997845379134.30924174246415e-072.15462087123207e-07
1300.9999999675612896.48774214571295e-083.24387107285648e-08
1310.9999999776229384.475412384042e-082.237706192021e-08
1320.9999999420100351.15979929273806e-075.79899646369029e-08
1330.9999999191169771.61766046013676e-078.08830230068378e-08
1340.9999997657718894.68456222320132e-072.34228111160066e-07
1350.9999993554757041.28904859135361e-066.44524295676805e-07
1360.9999995418305259.16338950646031e-074.58169475323015e-07
1370.9999994481852171.10362956513368e-065.51814782566841e-07
1380.9999990863038381.82739232350917e-069.13696161754585e-07
1390.9999974097775925.18044481593941e-062.5902224079697e-06
1400.9999997962154874.07569026314455e-072.03784513157228e-07
1410.9999994392469181.12150616332563e-065.60753081662815e-07
1420.9999992080091991.58398160123276e-067.91990800616382e-07
1430.9999999992620291.47594265040567e-097.37971325202835e-10
1440.9999999954090959.18180930298538e-094.59090465149269e-09
1450.9999999986987752.60244908121141e-091.3012245406057e-09
1460.9999999973630125.27397518623551e-092.63698759311776e-09
1470.9999999911669371.766612595702e-088.83306297850998e-09
1480.9999999865839532.68320938224398e-081.34160469112199e-08
1490.9999998622140312.75571938514469e-071.37785969257235e-07
1500.9999987190153352.56196933069032e-061.28098466534516e-06
1510.9999999588381558.23236898559588e-084.11618449279794e-08
1520.9999999859966922.8006616337108e-081.4003308168554e-08
1530.9999999997377815.24438745420284e-102.62219372710142e-10
1540.999999917401691.65196619244935e-078.25983096224677e-08


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level860.593103448275862NOK
5% type I error level890.613793103448276NOK
10% type I error level900.620689655172414NOK