Multiple Linear Regression - Estimated Regression Equation
Pageviews[t] = + 460.104556051486 + 6.2595577861104Compendiumviews[t] + 0.0090586961653421`CW:characters`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)460.10455605148675.7024136.077800
Compendiumviews6.25955778611040.6900549.071100
`CW:characters`0.00905869616534210.0011038.213200


Multiple Linear Regression - Regression Statistics
Multiple R0.743693356453716
R-squared0.553079808433394
Adjusted R-squared0.547528004811448
F-TEST (value)99.6216448015479
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation456.92066045161
Sum Squared Residuals33613014.8815532


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111731763.88637185464-590.886371854641
26691229.81285490224-560.812854902235
311541275.07010726499-121.070107264989
419481927.6403604926220.3596395073764
5705937.307572157172-232.307572157171
63321079.574405547-747.574405546997
727261574.704591477021151.29540852298
8345910.828993152748-565.828993152748
913851524.40163650119-139.401636501186
1011611221.59660863128-60.5966086312827
1114311340.7003281152390.2996718847733
1212281296.07721987999-68.0772198799943
1312051198.940817106616.05918289339193
1417321505.91281487318226.087185126815
1512141014.87718489271199.122815107286
1632211664.974443142451556.02555685755
1713851645.35337551194-260.353375511936
1819531554.24096902841398.759030971587
198831378.57478355574-495.574783555739
2016311371.4727531207259.527246879299
2114591674.23244958555-215.232449585547
2219291440.48185247092488.518147529081
238601009.34232027155-149.342320271549
2411651376.69961322326-211.699613223257
2521151747.28171099168367.718289008325
2619391343.03747931073595.962520689269
2718441457.78397731641386.216022683586
2813461258.1937474599787.8062525400303
291093929.870376284721163.129623715279
3016251630.99525107172-5.99525107171686
3115511549.358374776091.64162522391268
3212671278.31310153007-11.3131015300666
3314781296.25839633158181.741603668417
34670976.712903004692-306.712903004692
3520401520.06253620768519.937463792321
3615611102.42946310449458.570536895511
3720781350.85513789384727.144862106156
3811131078.8949843724834.1050156275185
39686823.602833059489-137.602833059489
4020651218.82467541579846.17532458421
4122511121.724515011911129.27548498809
4211061172.99669738352-66.9966973835174
4312441329.43131640625-85.4313164062461
4410211066.43020959998-45.4302095999838
4517351271.16578772733463.83421227267
4636814978.88038686955-1297.88038686955
479181116.12620159336-198.126201593359
4815821363.33802247383218.661977526173
4929002148.60010264047751.399897359532
5014961293.26901269147202.730987308531
5111161090.363315208225.6366847917985
52496639.194953957479-143.194953957479
5317771589.58801410699187.411985893012
54744886.424888437855-142.424888437855
5511011160.40509707228-59.4050970722819
5616121399.01117808607212.988821913928
5718491745.08959248125103.91040751875
5824602369.9583275524590.041672447551
5917011505.04321417312195.956785826881
6013341298.2512930541335.7487069458745
6125491736.38420063605812.615799363952
6222182229.01412574567-11.0141257456718
6316331139.5701085334493.429891466595
6417241282.24460600521441.755393994791
659731409.52832686232-436.528326862316
6611711091.4322148087579.567785191249
6712821492.04400160969-210.044001609686
6819771360.37582124291616.624178757086
6915211475.9557230882345.0442769117684
7010711283.91138587338-212.911385873376
7114251209.94714053234215.052859467655
72852890.338226219168-38.3382262191677
7313631239.74119095601123.258809043986
7411501512.42602120849-362.426021208489
7511001282.97833637592-182.978336375923
7613931478.72769043553-85.7276904355312
7715211359.02611596679161.973884033211
7810152461.83178966382-1446.83178966382
799931124.11599183745-131.115991837446
8011891232.36739710773-43.3673971077335
811244982.54670080689261.45329919311
8226221703.31990527449918.680094725513
8311771033.45656693541143.543433064592
8413331284.9078513005548.0921486994495
858701167.07234169491-297.072341694908
8614731488.73744351039-15.7374435103909
878811443.00020034427-562.000200344268
8824892465.3734920928323.6265079071671
8914291179.29249627499249.707503725006
9019951680.69133029082314.30866970918
911247998.508105752249248.491894247751
9213571467.92067475927-110.920674759265
9313161217.9368751542398.0631248457714
9419801309.90075988892670.099240111077
9514541657.1115062482-203.111506248205
9610301500.77657586409-470.776575864089
9711541877.83574252201-723.835742522006
9815211796.37995924466-275.37995924466
9922941819.49767348187474.502326518129
10022741804.57807168945469.421928310551
10113711568.37256538573-197.37256538573
10216241780.83520375727-156.835203757267
103999946.12167846948552.8783215305146
1046021125.58349808795-523.58349808795
10513801129.39719147558250.602808524415
10612071275.12446576269-68.124465762686
10714051536.82109503832-131.821095038319
10818001378.9371174968421.062882503199
1096822201.40333613468-1519.40333613468
11011511234.26971824589-83.2697182458913
11112701540.6167228634-270.616722863404
11213811225.90855179841155.091448201592
113391527.021133247599-136.021133247599
11412641150.70327140343113.29672859657
115530844.528413616584-314.528413616584
11611231226.8234244889-103.823424488904
11719801250.52103686449729.478963135511
118387480.368856845074-93.3688568450742
11914851526.21339090395-41.2133909039464
120449725.687382415884-276.687382415884
12122091839.78004363043369.219956369567
12211351632.10048405993-497.100484059925
1238131442.4657183084-629.465718308398
12410151267.14374938446-252.143749384456
125568865.073502387773-297.073502387773
1269361438.5251892689-502.525189268897
12715851520.1621452054164.837854794591
1288711353.78112077393-482.781120773928
12922751787.81940035026487.18059964974
13016371767.50077392664-130.500773926641
13122382356.56968839276-118.569688392762
1328291159.97938386159-330.979383861587
133809976.694783084079-167.694783084079
13419041827.587063874776.4129361252979
13530532045.068237619811007.93176238019
1366551265.10554527554-610.105545275536
13726172073.97455478139543.025445218607
13813111166.66467634879144.335323651211
13911541341.90514861077-187.905148610768
14014961649.00390618075-153.003906180751
1417421188.68636925502-446.686369255018
14228311633.721952749291197.27804725071
14312811462.73911445824-181.73911445824
14420351029.035921942581005.96407805742
14518941296.12251462496597.877485375038
14612681801.29874909328-533.298749093276
14717131593.21151912009119.788480879915
14815681707.43261780474-139.432617804743
1490460.104556051486-460.104556051486
150207514.665083055341-307.665083055341
1515460.104556051486-455.104556051486
1528460.104556051486-452.104556051486
1530460.104556051486-460.104556051486
1540460.104556051486-460.104556051486
15513011071.02297993308229.977020066919
15617611238.00188589632522.99811410368
1570460.104556051486-460.104556051486
1584460.104556051486-456.104556051486
159151474.997052547308-323.997052547308
160474559.895144159907-85.8951441599074
161141514.44767055495-373.44767055495
1627051002.36710020556-297.367100205557
16329460.104556051486-431.104556051486
16410211063.07851730163-42.0785173016271


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.2175337432158340.4350674864316670.782466256784166
70.951751472351940.09649705529612060.0482485276480603
80.9161990460813140.1676019078373720.0838009539186859
90.8640486064647040.2719027870705920.135951393535296
100.8166137050780880.3667725898438250.183386294921912
110.7805076988577710.4389846022844580.219492301142229
120.7016751662536170.5966496674927660.298324833746383
130.6360889244273990.7278221511452030.363911075572601
140.5894534383936040.8210931232127920.410546561606396
150.5869953379896260.8260093240207480.413004662010374
160.9531689904962890.09366201900742250.0468310095037112
170.9394993124507170.1210013750985650.0605006875492825
180.9218570332896820.1562859334206370.0781429667103184
190.9066506569226560.1866986861546870.0933493430773437
200.8923413267727450.215317346454510.107658673227255
210.8836380159627080.2327239680745840.116361984037292
220.8656431440963570.2687137118072860.134356855903643
230.8273486483246260.3453027033507470.172651351675374
240.7870252284099840.4259495431800330.212974771590016
250.7537507768502510.4924984462994970.246249223149748
260.7746938791294180.4506122417411630.225306120870582
270.7459620863221040.5080758273557920.254037913677896
280.697901830144940.604196339710120.30209816985506
290.6628661327304330.6742677345391350.337133867269567
300.647605439542560.704789120914880.35239456045744
310.5918821982265090.8162356035469820.408117801773491
320.5341594551334930.9316810897330130.465840544866507
330.4901717219818610.9803434439637220.509828278018139
340.4425314086167190.8850628172334380.557468591383281
350.4529692482112430.9059384964224850.547030751788757
360.459821817871880.9196436357437610.54017818212812
370.5245002461615590.9509995076768810.475499753838441
380.4711615379060770.9423230758121530.528838462093923
390.4185835345726290.8371670691452570.581416465427371
400.5689361012271160.8621277975457690.431063898772884
410.8062334754917630.3875330490164750.193766524508237
420.7722686006556340.4554627986887310.227731399344366
430.7384781455603880.5230437088792240.261521854439612
440.6960428227174380.6079143545651240.303957177282562
450.6852527730956970.6294944538086070.314747226904303
460.9469170952688880.1061658094622250.0530829047311124
470.9360275772206910.1279448455586170.0639724227793086
480.9217014367111980.1565971265776030.0782985632888017
490.9325626595717870.1348746808564270.0674373404282135
500.9177674006826060.1644651986347880.0822325993173942
510.9008587599446710.1982824801106570.0991412400553285
520.8786655820564580.2426688358870840.121334417943542
530.8561850383330390.2876299233339210.143814961666961
540.8309852527362840.3380294945274320.169014747263716
550.8003686096488640.3992627807022730.199631390351136
560.7720285038170750.455942992365850.227971496182925
570.7435976056729440.5128047886541130.256402394327056
580.7103936978922580.5792126042154850.289606302107742
590.6766789932189070.6466420135621860.323321006781093
600.6342697328976670.7314605342046650.365730267102333
610.7090081870892070.5819836258215860.290991812910793
620.6803280953025790.6393438093948420.319671904697421
630.695041973560450.6099160528790990.30495802643955
640.6990885482043670.6018229035912660.300911451795633
650.721756543820170.556486912359660.27824345617983
660.6840966304302360.6318067391395290.315903369569764
670.6747577712185860.6504844575628270.325242228781414
680.7102152341187560.5795695317624880.289784765881244
690.6714765857459350.657046828508130.328523414254065
700.6459246142345730.7081507715308540.354075385765427
710.6166632307819360.7666735384361280.383336769218064
720.572729685799180.8545406284016410.42727031420082
730.5351910920301390.9296178159397220.464808907969861
740.5354055175509030.9291889648981950.464594482449097
750.50255320876070.9948935824786010.4974467912393
760.4644638367832660.9289276735665330.535536163216734
770.4387782543098690.8775565086197380.561221745690131
780.8405224480397790.3189551039204430.159477551960221
790.816389313161310.3672213736773810.18361068683869
800.7863738646033820.4272522707932360.213626135396618
810.7687383859287450.4625232281425110.231261614071255
820.8594385284326940.2811229431346120.140561471567306
830.8386152703909110.3227694592181780.161384729609089
840.8128863860521810.3742272278956380.187113613947819
850.7960921572556250.407815685488750.203907842744375
860.77960664066370.44078671867260.2203933593363
870.7993176795813990.4013646408372020.200682320418601
880.84344306935120.3131138612975990.1565569306488
890.8232848748226580.3534302503546840.176715125177342
900.8190043629705990.3619912740588030.180995637029401
910.7978741644198870.4042516711602270.202125835580113
920.7666549773705990.4666900452588010.233345022629401
930.7302065798163280.5395868403673440.269793420183672
940.7691384927504180.4617230144991630.230861507249582
950.7477263366889970.5045473266220060.252273663311003
960.7441877374015680.5116245251968650.255812262598432
970.7769306190103850.446138761979230.223069380989615
980.7449397559088970.5101204881822060.255060244091103
990.7368105542713450.526378891457310.263189445728655
1000.7821161924065460.4357676151869080.217883807593454
1010.7498139650138530.5003720699722950.250186034986147
1020.7129780904450420.5740438191099160.287021909554958
1030.6775056374544790.6449887250910430.322494362545521
1040.6942694635880540.6114610728238910.305730536411946
1050.6623090532372610.6753818935254780.337690946762739
1060.6226541095070770.7546917809858470.377345890492923
1070.5822800760484240.8354398479031520.417719923951576
1080.6109180649616490.7781638700767020.389081935038351
1090.8849814612045560.2300370775908890.115018538795444
1100.861118934865220.277762130269560.13888106513478
1110.8404089684234370.3191820631531260.159591031576563
1120.815328143293060.369343713413880.18467185670694
1130.7943878532722790.4112242934554420.205612146727721
1140.7662296145734050.4675407708531890.233770385426595
1150.7428908520705220.5142182958589550.257109147929478
1160.711954913864380.576090172271240.28804508613562
1170.810139699930320.3797206001393590.18986030006968
1180.7910621987134770.4178756025730460.208937801286523
1190.7521569516084010.4956860967831990.247843048391599
1200.7220256638052620.5559486723894760.277974336194738
1210.6850205368874060.6299589262251870.314979463112594
1220.692271297180250.61545740563950.30772870281975
1230.7554383428184550.489123314363090.244561657181545
1240.7202511357916790.5594977284166420.279748864208321
1250.6940748693256460.6118502613487080.305925130674354
1260.7236486152621180.5527027694757650.276351384737883
1270.6761154059630680.6477691880738650.323884594036932
1280.6768913109637460.6462173780725090.323108689036254
1290.64760360759740.7047927848051990.3523963924026
1300.6205573140729330.7588853718541350.379442685927067
1310.6205035408951690.7589929182096620.379496459104831
1320.5921320313018330.8157359373963330.407867968698167
1330.5382033577662790.9235932844674420.461796642233721
1340.5025716686012090.9948566627975820.497428331398791
1350.5868248282990540.8263503434018920.413175171700946
1360.6519853671958640.6960292656082730.348014632804136
1370.6143414495352640.7713171009294730.385658550464736
1380.5592863405488280.8814273189023440.440713659451172
1390.5142178192488860.9715643615022280.485782180751114
1400.5247967876470930.9504064247058140.475203212352907
1410.5537216168210020.8925567663579960.446278383178998
1420.7854649508335170.4290700983329670.214535049166483
1430.7484194099377020.5031611801245960.251580590062298
1440.9735444291459030.05291114170819360.0264555708540968
1450.9928223373628390.01435532527432150.00717766263716074
1460.9999467069656650.000106586068669625.32930343348098e-05
1470.9998719851956030.0002560296087948840.000128014804397442
1480.9999517370880819.65258238381472e-054.82629119190736e-05
1490.9998661757360480.0002676485279040060.000133824263952003
1500.9996426433803530.000714713239293470.000357356619646735
1510.9990403633377270.001919273324546490.000959636662273246
1520.9974980842507220.005003831498555330.00250191574927767
1530.9937778655533960.01244426889320810.00622213444660407
1540.9852067311298580.02958653774028310.0147932688701416
1550.9697843027289110.06043139454217820.0302156972710891
1560.9954922435052650.00901551298947020.0045077564947351
1570.9863469348940010.0273061302119970.0136530651059985
1580.9623249178231310.07535016435373810.037675082176869


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level80.0522875816993464NOK
5% type I error level120.0784313725490196NOK
10% type I error level170.111111111111111NOK