Multiple Linear Regression - Estimated Regression Equation
pageviews[t] = -47.3495602409059 + 0.000349358989639159timerfc[t] + 2.58739091215089logins[t] + 1.86524925919663compendiumviews[t] + 5.70547012670182sharedcompendiums[t] + 2.2136131916285bloggedcompendiums[t] + 7.13004803289052compendiumsreviewed[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-47.349560240905941.611153-1.13790.2568930.128447
timerfc0.0003493589896391590.0003660.95550.3407760.170388
logins2.587390912150890.4377615.910500
compendiumviews1.865249259196630.08213722.708900
sharedcompendiums5.705470126701824.3802321.30250.1946360.097318
bloggedcompendiums2.21361319162850.6119193.61750.0004012e-04
compendiumsreviewed7.130048032890521.7742114.01879.1e-054.5e-05


Multiple Linear Regression - Regression Statistics
Multiple R0.984297772878412
R-squared0.968842105693401
Adjusted R-squared0.967651358140283
F-TEST (value)813.641903488377
F-TEST (DF numerator)6
F-TEST (DF denominator)157
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation199.828170868101
Sum Squared Residuals6269213.76598107


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
117851672.52594257225112.474057427753
212271422.12927765157-195.129277651567
319312081.16748592823-150.167485928231
426832997.81946128456-314.819461284563
512471202.4449321092944.5550678907115
6631668.105734816762-37.1057348167621
748455448.19803192046-603.198031920463
8381351.0018400746129.9981599253902
920662030.1908608323935.8091391676093
1017591670.223395983188.7766040168956
1121572391.65529216926-234.655292169258
1222112351.09381022349-140.093810223486
1319672038.80760846225-71.8076084622452
1430053221.83997848871-216.83997848871
1522282151.124051326276.8759486738032
1650094614.76961143948394.230388560518
1723532421.3924421829-68.3924421828977
1832783460.40593449179-182.405934491795
1914731593.13890517148-120.138905171483
2023472264.2107997239782.7892002760317
2125222413.84258899112108.157411008884
2229873340.03706068909-353.037060689093
2315231416.14377111675106.85622888325
2417612002.62004264793-241.620042647931
2536603518.06673642043141.933263579572
2629372838.6822240372398.3177759627674
2729142968.91741956099-54.9174195609913
2820092029.35540952466-20.3554095246618
2915551596.84834904602-41.8483490460187
3030493057.71935667322-8.71935667321702
3124302743.50930745356-313.509307453564
3220922095.24252581744-3.24252581744331
3324042612.58744409705-208.587444097047
3410181113.03574609277-95.0357460927653
3534623390.6170700350971.3829299649125
3627642888.62875974496-124.628759744961
3737103466.86451393952243.135486060478
3819471910.1224469572836.8775530427186
39947808.136813505183138.863186494817
4036083599.808107955778.19189204422652
4133243739.40207611476-415.402076114756
4218422064.30415337489-222.304153374887
4318691950.47898348703-81.4789834870284
4418131622.56872229426190.431277705739
4524962562.06325535135-66.0632553513521
4655574930.0124742602626.987525739799
47918945.447054929012-27.4470549290118
4822542046.31442489596207.685575104045
4941033717.95061755584385.04938244416
5022412484.12294081596-243.122940815961
5119421885.2327310731856.7672689268165
52496476.05155306156319.9484469384373
5325943050.07073701047-456.070737010471
54744698.34720434778145.6527956522188
5511611183.731246177-22.7312461769983
5631212843.16269767527277.83730232473
5726212330.64391186666290.356088133344
5839053414.66171502318490.338284976824
5927223127.98225215375-405.982252153749
6023122467.17359316765-155.17359316765
6140613726.66740334497334.33259665503
6231953106.2905937512588.7094062487499
6330413226.32681671385-185.326816713848
6426432590.3029826909552.6970173090505
6514961687.9376216652-191.9376216652
6618351573.03665237273261.963347627268
6720802061.6180629947118.3819370052944
6827722558.66304549276213.336954507237
6924402511.17328097519-71.1732809751945
7017181922.61209120743-204.612091207431
7125662475.1594601116190.8405398883854
728931026.19227290294-133.192272902939
7322272175.7611748960351.2388251039683
7418782077.04974463348-199.049744633482
7521772245.26861773954-68.2686177395417
7623522825.85129459121-473.851294591209
7729813164.36097065614-183.360970656141
7819261884.0843054237841.9156945762213
7924002155.58373108232244.416268917682
8020342025.78716131028.21283868979714
8118001775.9367960680124.0632039319885
8241683476.56112238264691.438877617359
8313691680.49167321533-311.49167321533
8424032212.99758676915190.002413230853
858701026.23822777297-156.238227772973
8619681988.29207062233-20.292070622332
8715691498.2333097191570.7666902808548
8839623988.50459118664-26.5045911866448
8929282955.82562441609-27.8256244160949
9030982942.21648897724155.783511022763
9125572358.07874982777198.921250172229
9223292251.2149446379477.7850553620562
9318581716.91092205141141.089077948591
9431462946.74162290542199.25837709458
9525812565.3008721586515.699127841345
9618241775.5499190767148.4500809232905
9719141938.50815340334-24.5081534033366
9822102417.2233275881-207.223327588101
9941183897.07039957103220.929600428967
10038443780.1787053399563.8212946600519
10127912727.3637972277163.6362027722943
10224252534.71004166335-109.710041663352
10320522160.14095438671-108.140954386708
104602590.22972120469311.770278795307
10521951998.92676355917196.073236440833
10624122517.32116305196-105.321163051962
10726282939.10577089944-311.105770899444
10827582980.35153000349-222.351530003486
10912681264.464698954913.53530104508834
11032332607.10234147979625.897658520212
11120251999.5944297801825.4055702198201
11223102221.1949801559688.8050198440417
113398314.03693797210683.9630620278936
11422052271.35902582784-66.3590258278362
115530549.238881626787-19.2388816267871
11616101503.75271877206106.24728122794
11731533312.74332136728-159.74332136728
118387282.584943130593104.415056869407
11921372212.55178517308-75.5517851730816
120492490.6741760460341.32582395396617
12136743348.08089174651325.919108253487
12221362098.6386884905637.3613115094352
12317481753.26914587956-5.26914587955564
12417901812.13298817124-22.1329881712436
125568661.239126069745-93.2391260697448
12621912050.63920812189140.360791878109
12727922868.19496657158-76.1949665715791
12813961568.03618859413-172.036188594126
12937184040.26852656021-322.268526560208
13025542682.32660850329-128.326608503294
13134603376.2865419563283.7134580436836
13212831468.13031695683-185.130316956833
13311301201.06997369819-71.0699736981895
13429743323.00886006902-349.008860069019
13543464041.10128023863304.898719761368
13617851711.4679392287273.5320607712771
13743494449.95090583843-100.950905838426
13819201991.4141997246-71.4141997245994
13919231920.741869963252.2581300367541
14025412551.89922237542-10.8992223754196
14118441799.712306164944.2876938350993
14240813980.61277569899100.387224301011
14323392356.80612898158-17.8061289815779
14420351769.31003528184265.689964718158
14531082941.80806625808166.191933741922
14619742275.87836496337-301.878364963371
14726512707.788285569-56.7882855689976
14827022649.464074297552.5359257024968
14924.00002025839987-2.00002025839987
150207151.0563735186555.9436264813496
1515-44.727932147770649.7279321477706
1528-42.015820076318550.0158200763185
1530-41.644090114204341.6440901142043
1540-47.349560240906247.3495602409062
15522552197.3506221830557.6493778169538
15634473354.2107583569492.789241643062
1570-47.349560240906247.3495602409062
1584-36.929076717405840.9290767174058
159151121.62616720821129.3738327917891
160474566.012505054596-92.0125050545964
161141107.54984342850533.4501565714953
16211111074.7090406167236.2909593832846
16329-41.83624955564470.836249555644
16420111850.05566217083160.944337829171


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1085352955710980.2170705911421970.891464704428902
110.0868776160979310.1737552321958620.913122383902069
120.04868558673248460.09737117346496910.951314413267515
130.05571345515544570.1114269103108910.944286544844554
140.0386680935410490.07733618708209790.961331906458951
150.04322105904092230.08644211808184460.956778940959078
160.8404466423570030.3191067152859940.159553357642997
170.788922866509130.4221542669817410.21107713349087
180.7280242179449970.5439515641100050.271975782055003
190.663288556323180.673422887353640.33671144367682
200.5930738935405430.8138522129189150.406926106459457
210.527221169767610.945557660464780.47277883023239
220.4980574417579120.9961148835158240.501942558242088
230.513473879684460.973052240631080.48652612031554
240.5609901156487720.8780197687024560.439009884351228
250.52741197717930.9451760456413990.4725880228207
260.4644120864154640.9288241728309280.535587913584536
270.3962884076100390.7925768152200780.603711592389961
280.3402790627208990.6805581254417990.659720937279101
290.2805761841794920.5611523683589840.719423815820508
300.2480786000931710.4961572001863420.751921399906829
310.3056392312041210.6112784624082430.694360768795879
320.2709749275542540.5419498551085070.729025072445746
330.2703947226291680.5407894452583360.729605277370832
340.2313761848657380.4627523697314770.768623815134262
350.2534429778475610.5068859556951230.746557022152438
360.2208445476625760.4416890953251520.779155452337424
370.3310638812841450.6621277625682910.668936118715855
380.2814539273828490.5629078547656980.718546072617151
390.2615825455766820.5231650911533640.738417454423318
400.222992042165090.4459840843301790.77700795783491
410.255707248997810.511414497995620.74429275100219
420.2379593110474930.4759186220949870.762040688952507
430.2005324781791820.4010649563583640.799467521820818
440.2089708564745360.4179417129490730.791029143525464
450.1741345550777560.3482691101555130.825865444922244
460.7549902017322920.4900195965354160.245009798267708
470.7145346269579640.5709307460840720.285465373042036
480.7076215331000740.5847569337998510.292378466899925
490.8595711053638050.2808577892723890.140428894636195
500.859294857197810.281410285604380.14070514280219
510.8316029582775980.3367940834448040.168397041722402
520.800241458789030.3995170824219410.19975854121097
530.9303128868970450.139374226205910.0696871131029549
540.9153138595563010.1693722808873970.0846861404436987
550.89525403746070.20949192507860.1047459625393
560.9130185505137230.1739628989725550.0869814494862774
570.9305883969257320.1388232061485360.069411603074268
580.9839946151909330.03201076961813370.0160053848090668
590.9933853226530420.01322935469391540.0066146773469577
600.9922897664188360.01542046716232880.00771023358116442
610.9960021149362430.007995770127514470.00399788506375724
620.9950169150799110.009966169840179030.00498308492008951
630.9947137089882050.01057258202358910.00528629101179457
640.9928469249086150.01430615018277010.00715307509138505
650.9925498593622530.01490028127549370.00745014063774684
660.9939467487841020.01210650243179660.00605325121589828
670.9916465070630360.01670698587392720.0083534929369636
680.9918491019314290.0163017961371410.00815089806857052
690.9893271929734590.02134561405308150.0106728070265408
700.9893370770951110.02132584580977870.0106629229048894
710.9863986460633230.0272027078733550.0136013539366775
720.9838354728268360.0323290543463270.0161645271731635
730.9788136646350860.0423726707298270.0211863353649135
740.9785560670258160.04288786594836730.0214439329741836
750.9727518946135750.0544962107728490.0272481053864245
760.9934013469833020.01319730603339530.00659865301669766
770.9934345810936460.0131308378127080.00656541890635402
780.9910576212771450.01788475744571050.00894237872285527
790.9924218837227280.01515623255454370.00757811627727185
800.9896252488886210.02074950222275890.0103747511113795
810.986025298553130.02794940289374020.0139747014468701
820.9997793153222740.0004413693554527270.000220684677726364
830.9999118232447810.0001763535104373078.81767552186535e-05
840.9999154794355940.0001690411288120578.45205644060284e-05
850.9999035118820720.0001929762358562029.6488117928101e-05
860.9998511967424870.0002976065150264180.000148803257513209
870.9997770860224480.0004458279551040950.000222913977552048
880.9996591357467310.0006817285065379930.000340864253268996
890.9994920677360470.001015864527906460.00050793226395323
900.9994038699045940.001192260190811640.000596130095405819
910.9994438389922110.001112322015578650.000556161007789326
920.9992487253287260.001502549342547880.000751274671273939
930.9990501389589030.001899722082193060.000949861041096531
940.999134248651560.001731502696880270.000865751348440133
950.9987095855987180.002580828802564250.00129041440128212
960.9981202234828060.003759553034387650.00187977651719383
970.997265700090230.005468599819539790.0027342999097699
980.9971541097152890.005691780569422980.00284589028471149
990.9971805617155140.00563887656897290.00281943828448645
1000.9960374901015790.007925019796842560.00396250989842128
1010.9945291972739170.01094160545216530.00547080272608266
1020.9928428782627390.01431424347452170.00715712173726087
1030.9906312541457170.01873749170856710.00936874585428354
1040.9872314494570360.02553710108592850.0127685505429643
1050.9874734332663220.02505313346735640.0125265667336782
1060.9838820145146920.0322359709706160.016117985485308
1070.9914551862935670.01708962741286530.00854481370643267
1080.992591203245160.01481759350968040.0074087967548402
1090.9894954305656760.02100913886864860.0105045694343243
1100.9999777522678924.44954642154527e-052.22477321077264e-05
1110.9999709205771095.8158845780987e-052.90794228904935e-05
1120.9999588394348628.23211302754238e-054.11605651377119e-05
1130.99993599380960.0001280123807994416.40061903997206e-05
1140.999906322615290.0001873547694207999.36773847103993e-05
1150.9998506522196630.0002986955606737420.000149347780336871
1160.9998662504918570.0002674990162859940.000133749508142997
1170.9999293189010080.0001413621979838757.06810989919374e-05
1180.9998925546375980.0002148907248032690.000107445362401634
1190.9998990995918560.0002018008162881590.000100900408144079
1200.9998226819046720.0003546361906565720.000177318095328286
1210.9999799597742194.00804515613897e-052.00402257806948e-05
1220.9999618827497977.62345004066037e-053.81172502033019e-05
1230.9999365602090420.0001268795819156566.34397909578281e-05
1240.9998824266315050.0002351467369895320.000117573368494766
1250.9997931618770490.00041367624590110.00020683812295055
1260.9997837633878270.0004324732243457590.00021623661217288
1270.9996613577773910.0006772844452190270.000338642222609514
1280.999649192565750.0007016148684991660.000350807434249583
1290.9999944758432771.10483134449105e-055.52415672245523e-06
1300.9999961708208027.65835839551295e-063.82917919775648e-06
1310.9999929549848341.40900303321347e-057.04501516606735e-06
1320.9999993720188791.25596224198944e-066.27981120994721e-07
1330.9999983864858323.22702833588372e-061.61351416794186e-06
1340.9999996433914677.13217066616462e-073.56608533308231e-07
1350.9999996190267857.6194643029255e-073.80973215146275e-07
1360.9999990894188371.82116232598164e-069.10581162990818e-07
1370.9999989124245212.17515095856295e-061.08757547928147e-06
1380.9999970445805355.91083893050872e-062.95541946525436e-06
1390.9999989993299942.00134001136388e-061.00067000568194e-06
1400.9999980880485563.82390288801324e-061.91195144400662e-06
1410.9999942391563061.15216873878673e-055.76084369393364e-06
1420.9999850421612632.99156774741839e-051.49578387370919e-05
1430.9999548865321699.02269356616369e-054.51134678308185e-05
1440.9999999370993771.25801246936585e-076.29006234682925e-08
1450.9999999490618811.01876237067347e-075.09381185336734e-08
1460.9999999522746719.54506570831851e-084.77253285415925e-08
1470.9999999867178662.65642687058871e-081.32821343529435e-08
1480.9999998942779712.11444058980907e-071.05722029490453e-07
1490.9999991433026321.71339473605944e-068.56697368029719e-07
1500.9999998678061962.64387607383242e-071.32193803691621e-07
1510.9999983497856923.30042861518871e-061.65021430759436e-06
1520.999979728656884.05426862390299e-052.02713431195149e-05
1530.9998343092446410.0003313815107174730.000165690755358736
1540.9989125879139830.002174824172033410.0010874120860167


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level660.455172413793103NOK
5% type I error level960.662068965517241NOK
10% type I error level1000.689655172413793NOK