Multiple Linear Regression - Estimated Regression Equation
pageviews[t] = + 114.981294120751 + 0.0011439946736059time_in_rfc[t] + 3.13276423677842logins[t] + 1.79252607497066compendium_views_info[t] + 1.3016348415825`compendium_views_pr `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)114.98129412075125.9695674.42751.5e-057e-06
time_in_rfc0.00114399467360590.0003083.70850.0002610.00013
logins3.132764236778420.4719856.637400
compendium_views_info1.792526074970660.09140419.61100
`compendium_views_pr `1.30163484158250.2407375.406900


Multiple Linear Regression - Regression Statistics
Multiple R0.971880863701277
R-squared0.944552413228741
Adjusted R-squared0.943596420353374
F-TEST (value)988.032900210255
F-TEST (DF numerator)4
F-TEST (DF denominator)232
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation176.168853044329
Sum Squared Residuals7200227.8296454


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
114181346.9653238631171.0346761368932
28691032.78901553586-163.789015535856
315301553.17859274334-23.1785927433406
421722495.01664975416-323.016649754155
5901917.262281365409-16.262281365409
6463558.133260953585-95.1332609535853
732013726.17317052221-525.173170522212
8371461.974628907702-90.9746289077022
911921208.19781950984-16.1978195098384
1015831685.15291530657-102.152915306569
1114391397.8058669840541.1941330159491
1217641919.9294559031-155.929455903103
1314951486.253299853578.74670014643186
1413731448.34568315728-75.3456831572782
1521872300.02592387613-113.025923876131
1614911465.5020401124925.4979598875134
1740413683.63931912593357.360680874071
1817061698.235640534817.76435946518761
1921522406.81868505547-254.818685055465
2010361130.17987204042-94.1798720404228
2118821611.85924924371270.140750756293
2219291798.87176533695130.128234663047
2322422581.95575259046-339.955752590464
2412201180.7802629829139.2197370170938
2512891192.3953803021796.604619697827
2625152510.379821290784.62017870922132
2721472145.603929866761.39607013323706
2823522428.24228032441-76.2422803244096
2916381586.7577884756551.2422115243507
3012221281.04850895823-59.0485089582254
3118121880.95706222864-68.9570622286445
3216771747.4214987272-70.4214987272034
3315791558.0168674420220.9831325579787
3417311830.82627728118-99.8262772811825
35807825.34919906484-18.3491990648405
3624522548.0059501587-96.0059501586959
37829817.03955849472311.9604415052773
3819402061.8797378188-121.879737818801
3926622559.9471920226102.052807977403
40186303.226052013309-117.226052013309
4114991499.0180650169-0.0180650168990637
42865838.40350087617226.5964991238279
4317931533.08701207368259.912987926319
4425272586.23535373632-59.2353537363219
4527472948.42207494424-201.422074944236
4613241508.19219211317-184.192192113173
4727022421.80244322075280.197556779246
4813831521.5100797642-138.510079764204
4911791037.94922070975141.050779290247
5020992183.71322931269-84.7132293126867
5143084763.69969684799-455.699696847992
529181002.43096305611-84.4309630561102
5318311615.6307294316215.369270568398
5433732961.35680016608411.643199833922
5517131821.89927115333-108.899271153329
5614381366.7344314222471.2655685777561
57496634.641960143867-138.641960143867
5822532764.9529206705-511.952920670498
59744727.05959656665316.9404034333468
6011611336.05391173956-175.053911739561
6123522192.00836881782159.991631182184
6221441722.02131688216421.978683117845
6346913566.613838126331124.38616187367
6411121133.4798544621-21.479854462099
6526942489.03592329053204.964076709473
6619732240.64005992001-267.640059920009
6717691841.09915387937-72.0991538793655
6831482807.37136235949340.628637640506
6924742495.43921634315-21.4392163431498
7020842195.41959710787-111.419597107866
7119541895.2311944784958.7688055215088
7212261485.12679848775-259.126798487749
7313891232.71333929846156.28666070154
7414961487.929433657138.07056634286924
7522692092.77770747202176.222292527977
7618331847.97126725383-14.9712672538255
7712681307.26749322268-39.267493222679
7819431732.98798986643210.012010133568
798931040.27515954157-147.275159541574
8017621631.63690160321130.363098396786
8114031657.36058787738-254.360587877376
8214251356.357723192668.6422768074028
8318572187.07602408439-330.076024084387
8418402020.39216549716-180.392165497156
8515021421.5643992915680.4356007084401
8614411282.57464501709158.425354982912
8714201499.83654074445-79.8365407444547
8814161344.3040069022971.695993097712
8929702723.80643809355246.193561906445
9013171676.93783244715-359.937832447154
9116441475.21715320549168.782846794506
928701109.59477570387-239.594775703866
9316541881.75937047358-227.759370473575
9410541018.6354758518135.3645241481851
95937863.65633290779473.3436670922058
9630043319.06247282748-315.062472827484
9720082029.03731669655-21.0373166965482
9825472274.12336585383272.876634146166
9918851805.2358406513279.7641593486826
10016261520.41919261796105.580807382044
10114681387.8687773305680.1312226694418
10224452286.54705657936158.452943420643
10319642142.51011390546-178.510113905456
10413811350.868844536430.131155463602
10513691377.57893972587-8.57893972587021
10616591736.73619878748-77.7361987874847
10728882587.60517539912300.394824600885
10812901040.98420443743249.015795562572
10928452890.1449541979-45.144954197901
11019821935.8873046668846.1126953331199
11119041913.55688677625-9.55688677624979
11213911631.01470890231-240.014708902309
113602647.930969103796-45.9309691037964
11417431646.4959470920896.5040529079161
11515591739.19037611164-180.190376111644
11620142186.18273997267-172.182739972667
11721432140.985263398552.0147366014545
11821462029.82421215103116.175787848973
119874916.420013562187-42.420013562187
12015901495.804283030894.1957169692009
12115901449.65719540626140.342804593737
12212101301.2134342523-91.2134342522966
12320722016.4159997383955.5840002616072
12412811272.565429433688.4345705663218
12514011423.20382833894-22.2038283389381
126834792.82328823182141.1767117681793
12711051146.85924260813-41.8592426081347
12812721028.06165096494243.938349035065
12919441781.48232980664162.517670193364
130391460.313615431432-69.3136154314315
131761737.33645952584523.6635404741551
13216051585.9015265040219.0984734959818
133530640.770355999381-110.770355999381
13419881691.73170855773296.268291442266
13513861257.97584659714128.024153402865
13623952564.19563361843-169.195633618433
137387453.503262396186-66.5032623961857
13817421817.80147405146-75.801474051465
139620587.50973681159932.490263188401
140449597.582444805144-148.582444805144
141800846.087312041177-46.0873120411768
14216841465.44184794827218.558152051725
14310501148.38574311302-98.3857431130229
14426992608.0160024446790.9839975553318
14516061520.2497917041185.7502082958869
14615021281.80190710894220.198092891055
14712041239.68105580808-35.6810558080768
14811381148.10566659849-10.1056665984892
149568827.634099082586-259.634099082586
15014591437.0071058841921.9928941158098
15121582232.61975323522-74.6197532352153
15211111240.19490658808-129.194906588082
15314211305.87785466364115.122145336364
15428333106.28820917015-273.288209170151
15519552043.64815632824-88.6481563282364
15629222773.4146854138148.585314586202
15710021155.67559898873-153.675598988726
15810601178.33495736839-118.334957368386
159956999.458699280432-43.4586992804322
16021862606.46119519825-420.46119519825
16136043426.57373141383177.426268586167
16210351035.32244259273-0.322442592734971
16314171535.3380373786-118.338037378599
16432613510.65456006093-249.654560060932
16515871629.73410617869-42.7341061786859
16614241435.67418745904-11.6741874590353
16717011767.18625092584-66.186250925843
16812491436.43634405919-187.436344059186
169946919.09106427165226.9089357283481
17019261897.2169290686228.7830709313772
17133523332.1766240133119.8233759866946
17216411624.9805752371216.0194247628848
17320351842.1631170043192.836882995705
17423122070.23236235219241.767637647813
17513691349.1574801362919.8425198637127
17615771657.24139276159-80.2413927615948
17722012165.7144254699935.2855745300151
178961967.057116897376-6.05711689737593
17919001796.34402054771103.655979452294
18012541271.15373117515-17.1537311751459
18113351267.3548955323767.6451044676277
18215971432.16797764296164.832022357045
183207315.476646626965-108.476646626965
18416451615.5251539257129.4748460742864
18524292344.1480828565784.8519171434341
186151271.527662507761-120.527662507761
187474704.391067635249-230.391067635249
188141278.307993540129-137.307993540129
18916391409.622819829229.377180170996
190872849.96262978344922.0373702165507
19113181271.9139838071746.0860161928314
19210181223.5003223777-205.500322377698
19313831264.4910616722118.5089383278
19413141117.56592163274196.434078367263
19513351359.20348272739-24.2034827273857
19614031302.30449186892100.695508131079
1979101029.09367844069-119.093678440688
198616680.831704703488-64.8317047034876
19914071454.69992788561-47.6999278856061
200771801.626139758873-30.6261397588734
201766796.202704826178-30.2027048261779
202473510.777412130058-37.777412130058
20313761451.78015126573-75.780151265731
20412321241.44857360733-9.44857360733375
20515211491.5933569210429.4066430789624
206572594.43247916124-22.4324791612403
2071059907.945928378544151.054071621456
20815441673.27881174344-129.278811743443
20912301257.16420139032-27.1642013903228
21012061224.15010675388-18.1501067538793
21112051118.065771716686.9342282834019
21212551042.79246963091212.207530369092
213613614.10997260465-1.10997260464971
214721821.326576100617-100.326576100617
21511091033.0268932575975.9731067424076
216740711.62010736463728.3798926353634
21711261124.818962929641.18103707035529
218728780.266370394023-52.2663703940226
219689709.81028327789-20.8102832778897
220592663.775349446227-71.7753494462274
221995930.13975589273464.8602441072655
22216131181.81090431475431.189095685251
22320481708.24339913645339.756600863551
224705644.83438417292760.1656158270733
225301406.553388803681-105.553388803681
22618031718.748988661884.2510113381999
227799841.773862717058-42.7738627170577
228861922.800757063377-61.8007570633767
22911861044.71591649979141.284083500209
23014511107.52818057695343.471819423045
231628590.59206346678137.4079365332191
2321161969.762594604901191.237405395099
23314631365.5931536585397.4068463414653
234742728.88118660302513.1188133969755
2359791063.31120709494-84.3112070949394
236675672.6745544363642.32544556363645
23712411267.12442621808-26.1244262180782


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.1923518147216310.3847036294432630.807648185278369
90.1172302614944860.2344605229889710.882769738505514
100.08202479611796270.1640495922359250.917975203882037
110.04652360307709730.09304720615419450.953476396922903
120.020978820874090.041957641748180.97902117912591
130.04605507549435270.09211015098870540.953944924505647
140.0302147405589110.0604294811178220.969785259441089
150.01621157234988730.03242314469977450.983788427650113
160.01342223119778540.02684446239557070.986577768802215
170.5082460486321120.9835079027357770.491753951367889
180.4524175542012850.9048351084025710.547582445798715
190.6117708999735490.7764582000529010.388229100026451
200.5371060889032450.925787822193510.462893911096755
210.6830375703260490.6339248593479020.316962429673951
220.6763710066966080.6472579866067850.323628993303392
230.7575014593358240.4849970813283530.242498540664176
240.7233713352166350.5532573295667290.276628664783365
250.7055554426000130.5888891147999740.294444557399987
260.6649110205978030.6701779588043940.335088979402197
270.6053285236331750.789342952733650.394671476366825
280.5530673491371380.8938653017257250.446932650862862
290.4940284313501830.9880568627003660.505971568649817
300.4343271624298670.8686543248597340.565672837570133
310.3782017791824330.7564035583648660.621798220817567
320.3240386748499660.6480773496999330.675961325150034
330.2753610077256410.5507220154512820.724638992274359
340.2398664472538220.4797328945076440.760133552746178
350.1974027665397460.3948055330794910.802597233460254
360.1643039344083940.3286078688167890.835696065591606
370.1319719680178380.2639439360356750.868028031982162
380.1074525225280110.2149050450560230.892547477471989
390.1012360496051250.202472099210250.898763950394875
400.08388348444170040.1677669688834010.9161165155583
410.06478905783596210.1295781156719240.935210942164038
420.05131278217889210.1026255643577840.948687217821108
430.06064528197947240.1212905639589450.939354718020528
440.04965964383716880.09931928767433760.950340356162831
450.04561917660811480.09123835321622970.954380823391885
460.04507347948755170.09014695897510350.954926520512448
470.07072198993165790.1414439798633160.929278010068342
480.06474915447756950.1294983089551390.935250845522431
490.06620589280510630.1324117856102130.933794107194894
500.05329388834947320.1065877766989460.946706111650527
510.1236603439606420.2473206879212840.876339656039358
520.1065995034444080.2131990068888170.893400496555592
530.130212792784450.26042558556890.86978720721555
540.4329642758808290.8659285517616580.567035724119171
550.3938693823744010.7877387647488010.606130617625599
560.3560961369782380.7121922739564750.643903863021762
570.3382811273119490.6765622546238980.661718872688051
580.7346378367257920.5307243265484170.265362163274208
590.6981548087881960.6036903824236080.301845191211804
600.6929326092750480.6141347814499040.307067390724952
610.6972098087664380.6055803824671240.302790191233562
620.8640701576745110.2718596846509790.135929842325489
630.9999997417433065.16513387536133e-072.58256693768066e-07
640.9999995679604738.6407905345657e-074.32039526728285e-07
650.9999995950371618.09925678360037e-074.04962839180019e-07
660.999999765853964.68292079072876e-072.34146039536438e-07
670.9999996332066747.33586653049408e-073.66793326524704e-07
680.9999999014268451.97146310710561e-079.85731553552807e-08
690.9999998344710963.31057807217466e-071.65528903608733e-07
700.999999764084114.7183178000841e-072.35915890004205e-07
710.9999996329876657.34024669116103e-073.67012334558052e-07
720.99999977327774.5344459985542e-072.2672229992771e-07
730.9999997480285685.03942864834997e-072.51971432417499e-07
740.9999995868616968.26276608413605e-074.13138304206803e-07
750.9999995941490618.1170187793616e-074.0585093896808e-07
760.9999993356376271.3287247456636e-066.64362372831801e-07
770.9999989356524152.12869517057477e-061.06434758528738e-06
780.999999146147371.7077052610485e-068.53852630524249e-07
790.9999989506420122.09871597585528e-061.04935798792764e-06
800.9999987181980362.56360392802456e-061.28180196401228e-06
810.9999992040826131.59183477395704e-067.9591738697852e-07
820.9999988241614152.35167716947308e-061.17583858473654e-06
830.9999996493364337.01327133280237e-073.50663566640119e-07
840.9999996409499567.1810008795268e-073.5905004397634e-07
850.9999994858811791.02823764134467e-065.14118820672337e-07
860.9999994553992141.08920157138062e-065.44600785690309e-07
870.999999197831821.60433635971909e-068.02168179859546e-07
880.999998835366052.32926790085784e-061.16463395042892e-06
890.9999992222962061.55540758753415e-067.77703793767073e-07
900.9999998221736043.55652791551046e-071.77826395775523e-07
910.9999998276244033.44751193357006e-071.72375596678503e-07
920.9999998873964852.25207029790758e-071.12603514895379e-07
930.9999999418243711.16351258727326e-075.81756293636631e-08
940.9999999060397431.87920514422416e-079.39602572112079e-08
950.9999998635771232.72845753541493e-071.36422876770747e-07
960.9999999821579833.56840343494587e-081.78420171747293e-08
970.9999999697726556.04546889853434e-083.02273444926717e-08
980.9999999882973362.34053269970131e-081.17026634985065e-08
990.9999999828338443.43323115436884e-081.71661557718442e-08
1000.9999999768974574.6205086735639e-082.31025433678195e-08
1010.9999999650842826.98314363495701e-083.4915718174785e-08
1020.9999999618981317.62037378365522e-083.81018689182761e-08
1030.9999999713458945.73082110420076e-082.86541055210038e-08
1040.999999952543899.49122206337248e-084.74561103168624e-08
1050.9999999207023541.58595291724834e-077.92976458624169e-08
1060.9999998782798682.4344026491216e-071.2172013245608e-07
1070.99999996092257.81549995829452e-083.90774997914726e-08
1080.9999999791404414.17191170793018e-082.08595585396509e-08
1090.9999999652615016.94769985464612e-083.47384992732306e-08
1100.9999999471662421.05667516546378e-075.28337582731889e-08
1110.9999999121308231.75738353807226e-078.7869176903613e-08
1120.9999999327398581.34520284698045e-076.72601423490223e-08
1130.999999892662222.1467556060088e-071.0733778030044e-07
1140.9999998516243682.96751264364837e-071.48375632182419e-07
1150.9999998398857173.20228565498296e-071.60114282749148e-07
1160.999999877202012.45595980065637e-071.22797990032819e-07
1170.9999997971925144.05614972105268e-072.02807486052634e-07
1180.9999997235753585.52849284395409e-072.76424642197705e-07
1190.9999995509027558.98194489922189e-074.49097244961094e-07
1200.999999342949561.3141008793969e-066.57050439698452e-07
1210.999999230182991.5396340205629e-067.69817010281451e-07
1220.9999988697381912.26052361742317e-061.13026180871158e-06
1230.9999984000815563.19983688730383e-061.59991844365192e-06
1240.9999974681098525.06378029587991e-062.53189014793995e-06
1250.9999960196980367.96060392821392e-063.98030196410696e-06
1260.9999940739225011.18521549982524e-055.92607749912619e-06
1270.9999910650258811.7869948238488e-058.93497411924402e-06
1280.9999944517883111.10964233776728e-055.54821168883641e-06
1290.9999949972684581.00054630831453e-055.00273154157266e-06
1300.9999925651018331.48697963331673e-057.43489816658367e-06
1310.9999886483504922.27032990164726e-051.13516495082363e-05
1320.9999829137885933.41724228136132e-051.70862114068066e-05
1330.999977320327034.53593459409261e-052.2679672970463e-05
1340.9999888338872152.23322255699209e-051.11661127849605e-05
1350.9999858761851182.82476297632107e-051.41238148816053e-05
1360.9999849675715083.00648569830339e-051.5032428491517e-05
1370.999977776345324.44473093598511e-052.22236546799256e-05
1380.9999695884097126.08231805765979e-053.0411590288299e-05
1390.9999546378460619.07243078779245e-054.53621539389623e-05
1400.9999500061554019.99876891974938e-054.99938445987469e-05
1410.9999263791759330.0001472416481335687.3620824066784e-05
1420.9999472580552850.0001054838894291085.27419447145539e-05
1430.9999389685902380.0001220628195234576.10314097617284e-05
1440.9999142591454720.0001714817090559188.57408545279588e-05
1450.9998861272624390.00022774547512270.00011387273756135
1460.9998954818177820.0002090363644360910.000104518182218045
1470.9998474895420570.0003050209158850560.000152510457942528
1480.9997759143800090.0004481712399824990.000224085619991249
1490.9998845407289950.0002309185420093850.000115459271004692
1500.9998301202498190.0003397595003621020.000169879750181051
1510.999776701101150.0004465977976996980.000223298898849849
1520.9997342143461510.0005315713076977580.000265785653848879
1530.9997021868099960.000595626380008050.000297813190004025
1540.9999389906858530.0001220186282949086.1009314147454e-05
1550.9999268048281010.0001463903437976397.31951718988196e-05
1560.9999082338360380.0001835323279238229.17661639619111e-05
1570.9999167179397010.0001665641205975578.32820602987785e-05
1580.9999486284111830.0001027431776331895.13715888165947e-05
1590.9999243611412640.0001512777174728777.56388587364385e-05
1600.9999871002825852.57994348292416e-051.28997174146208e-05
1610.9999834629190023.30741619955569e-051.65370809977785e-05
1620.9999739881267125.20237465752087e-052.60118732876044e-05
1630.999974725507685.05489846393205e-052.52744923196603e-05
1640.9999971398739015.72025219875091e-062.86012609937546e-06
1650.999995975939358.04812129937493e-064.02406064968747e-06
1660.9999934097592831.31804814346486e-056.59024071732429e-06
1670.9999954232782279.15344354632268e-064.57672177316134e-06
1680.9999985970925442.80581491156168e-061.40290745578084e-06
1690.999997578776584.84244683921966e-062.42122341960983e-06
1700.9999960017075947.9965848126594e-063.9982924063297e-06
1710.9999958240697188.35186056386997e-064.17593028193499e-06
1720.9999931088789661.37822420679035e-056.89112103395174e-06
1730.9999934599422261.30801155470207e-056.54005777351033e-06
1740.9999955618213238.87635735461697e-064.43817867730848e-06
1750.9999932466651431.35066697133729e-056.75333485668646e-06
1760.9999920829303541.58341392910803e-057.91706964554014e-06
1770.999986913137882.61737242405728e-051.30868621202864e-05
1780.9999779161364994.41677270012452e-052.20838635006226e-05
1790.9999671112035616.57775928784101e-053.28887964392051e-05
1800.999953181450969.36370980798779e-054.68185490399389e-05
1810.9999238905963470.0001522188073065387.61094036532689e-05
1820.9998934867213980.000213026557203440.00010651327860172
1830.9998328320890990.0003343358218015320.000167167910900766
1840.9997314304883460.0005371390233089220.000268569511654461
1850.999588641087130.0008227178257392130.000411358912869606
1860.9993820033901210.001235993219758010.000617996609879005
1870.9995522923187940.000895415362411460.00044770768120573
1880.9993904743453510.001219051309297010.000609525654648505
1890.9995757152568460.0008485694863083280.000424284743154164
1900.9993226916375630.001354616724873250.000677308362436624
1910.9990283011321740.001943397735652330.000971698867826164
1920.9994856999312260.001028600137546980.000514300068773488
1930.9992007720424940.001598455915011330.000799227957505664
1940.9989003025931930.002199394813613740.00109969740680687
1950.9982992367065140.003401526586971830.00170076329348591
1960.9975042624598770.004991475080246560.00249573754012328
1970.9975409675223970.004918064955205370.00245903247760269
1980.9963959872943090.007208025411382770.00360401270569139
1990.9961480155948970.007703968810205820.00385198440510291
2000.994215889930430.01156822013913910.00578411006956954
2010.991233013042240.01753397391552090.00876698695776047
2020.9870204169095430.02595916618091410.012979583090457
2030.9857956726988310.0284086546023380.014204327301169
2040.9812060554081190.03758788918376220.0187939445918811
2050.9819710418212350.03605791635752960.0180289581787648
2060.97367245253810.05265509492380090.0263275474619005
2070.9728045979811460.05439080403770880.0271954020188544
2080.987059465676550.02588106864690070.0129405343234503
2090.9830328398422610.03393432031547830.0169671601577391
2100.9802902803498850.03941943930022960.0197097196501148
2110.9704766712754840.05904665744903210.0295233287245161
2120.9729437345192940.05411253096141130.0270562654807057
2130.9593146623612380.0813706752775240.040685337638762
2140.9426106054736210.1147787890527580.0573893945263792
2150.9175900286083080.1648199427833840.0824099713916918
2160.8837539530393490.2324920939213020.116246046960651
2170.8693996142310050.261200771537990.130600385768995
2180.8383114707225180.3233770585549650.161688529277482
2190.7842877144591760.4314245710816480.215712285540824
2200.7310154230248610.5379691539502770.268984576975139
2210.6518807555918350.6962384888163290.348119244408165
2220.9621405147609840.0757189704780320.037859485239016
2230.9367015158237450.1265969683525110.0632984841762555
2240.9042936523004150.1914126953991690.0957063476995846
2250.8696159953127080.2607680093745840.130384004687292
2260.7966394942138160.4067210115723670.203360505786184
2270.7002011009115940.5995977981768130.299798899088406
2280.626135949723610.7477281005527810.373864050276391
2290.4930300426187740.9860600852375480.506969957381226


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1370.617117117117117NOK
5% type I error level1490.671171171171171NOK
10% type I error level1610.725225225225225NOK