Multiple Linear Regression - Estimated Regression Equation
CompendiumViews[t] = + 1.14044187533976 + 0.657469439225472BloggedComputations[t] + 13.7595952663329ReviewedCompendiums[t] -2.92441075041618submittedfeedback[t] + 9.70613089632181Sharedcompendiums[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.140441875339764.9525670.23030.8182180.409109
BloggedComputations0.6574694392254720.1679893.91380.0001427.1e-05
ReviewedCompendiums13.75959526633292.9357824.68697e-063e-06
submittedfeedback-2.924410750416180.745027-3.92520.0001366.8e-05
Sharedcompendiums9.706130896321811.9425244.99672e-061e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.665476981780259
R-squared0.442859613279363
Adjusted R-squared0.426826796395315
F-TEST (value)27.6220714352457
F-TEST (DF numerator)4
F-TEST (DF denominator)139
p-value1.11022302462516e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation25.2090325802105
Sum Squared Residuals88333.8499845862


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
16819.997305908611948.0026940913881
21732.6683131478794-15.6683131478794
311.14044187533979-0.140441875339792
411473.605524306030140.3944756939699
59562.970789488959932.0292105110401
6148108.13300714605539.8669928539447
75651.38837027675784.61162972324217
82651.6147211281434-25.6147211281434
96355.08115621825437.9188437817457
109663.950729781367132.0492702186329
117446.229716732562327.7702832674377
126564.37527231440270.624727685597311
134034.5723180133595.42768198664101
1417380.487659178056892.5123408219432
152861.308324291603-33.308324291603
165560.7403987993693-5.74039879936929
175865.6902111928536-7.69021119285363
182550.274726783968-25.274726783968
1910370.287736609687932.7122633903121
202958.5566700037171-29.5566700037171
213134.5205157082811-3.5205157082811
224361.4767627165254-18.4767627165254
237426.451794543591947.5482054564081
249965.65428494833.345715052
252557.107403548137-32.107403548137
266928.066027073301140.9339729266989
276251.840850669460810.1591493305392
282557.7110339751562-32.7110339751562
293852.2721905673688-14.2721905673688
305728.723496512526628.2765034874734
315243.1571623652048.84283763479597
329196.5101223413236-5.5101223413236
334863.2450276744939-15.2450276744939
345217.636059992685434.3639400073146
353555.9715525636696-20.9715525636696
3601.14044187533978-1.14044187533978
373131.143624565162-0.143624565161961
3810772.690293804958534.3097061950415
39242129.966991078326112.033008921674
404169.1566462829646-28.1566462829646
415757.0178596011452-0.0178596011452068
423237.2399374121748-5.23993741217478
431741.5610639129155-24.5610639129155
443654.7461576322105-18.7461576322105
452951.2797225420995-22.2797225420995
462243.2341785793336-21.2341785793336
472152.5003568158147-31.5003568158147
484140.73703431256870.262965687431316
496444.137102657611119.8628973423889
507139.601183328101331.3988166718987
512848.6171462677863-20.6171462677863
523630.96453667117845.03546332882161
534539.60118332810135.39881667189869
542244.9504827888969-22.9504827888969
552772.1985388400399-45.1985388400399
563857.0948758152748-19.0948758152748
572635.3877348517731-9.38773485177312
584142.8412675668267-1.8412675668267
592145.6974961751141-24.6974961751141
602868.8322971659818-40.8322971659818
613636.1936303746992-0.193630374699196
625828.813040459518429.1869595404816
636568.9736434180515-3.9736434180515
642960.6508548523775-31.6508548523775
652130.1491198327643-9.14911983276426
661959.5466353884388-40.5466353884388
675584.7906516013767-29.7906516013767
6811972.999391238463446.0006087615366
693437.0608495181912-3.0608495181912
702521.75996452202183.2400354779782
7111364.751582179790648.2484178202094
724626.324508954686219.6754910453138
732854.6566136852187-26.6566136852187
746355.85861010468647.14138989531359
755251.3154274768850.68457252311496
763529.40414315367545.5958568463246
773238.017612608675-6.01761260867501
784532.189931602637612.8100683973625
794248.3955560741448-6.39555607414476
802835.3452325521152-7.34523255211518
813263.4019080767999-31.4019080767999
823243.8146318044295-11.8146318044295
832732.9369449888548-5.93694498885481
846943.635543910445925.3644560895541
853030.9645366711784-0.964536671178393
864833.773502322063814.2264976779362
875750.00048859843416.99951140156591
883633.02648893584662.9735110641534
892050.376798463822-30.376798463822
905449.98388745131514.01611254868489
912632.010843708654-6.01084370865399
925855.13499523046062.86500476953942
933530.39661117894474.60338882105529
942821.96971422628836.03028577371167
95827.250610234887-19.250610234887
969643.15716236520452.842837634796
975052.9296600065943-2.92966000659431
981517.5983183507715-2.59831835077151
996535.83545458673229.164545413268
1003344.4766405913309-11.4766405913309
101711.3865604042279-4.38656040422795
1021739.6741261279741-22.6741261279741
1035535.088441200514819.9115587994852
1043245.7040722299184-13.7040722299184
1052228.9025844065102-6.90258440651019
1064135.97204018105775.02795981894231
1075044.77139489491335.2286051050867
10878.55169360080354-1.55169360080354
10901.14044187533978-1.14044187533978
1102639.9900209263514-13.9900209263514
1112223.4637409987229-1.46374099872285
1122646.175877720356-20.175877720356
1133749.7318567574587-12.7318567574587
1142931.968341408996-2.96834140899604
11501.14044187533978-1.14044187533978
11601.14044187533978-1.14044187533978
1174246.3549656143396-4.35496561433959
1185196.4281241593819-45.4281241593819
1197745.541585483053931.4584145169462
1203235.0884412005148-3.08844120051479
1216310.729090965002552.2709090349975
1225062.5462469559243-12.5462469559243
1231827.3190136870839-9.3190136870839
1243762.7019363379165-25.7019363379165
1252347.4119221208763-24.4119221208763
1261921.5451716932527-2.54517169325271
1273977.3753264616562-38.3753264616562
1283830.48615512593657.51384487406351
1295547.10197900055697.89802099944314
130225.9218158439016616.0781841560983
13171.140441875339785.85955812466022
1322159.7561637826373-38.7561637826373
13353.202394140007981.79760585999202
1342118.50327913617742.4967208638226
13514.42778907146715-3.42778907146715
1362223.4491765587322-1.44917655873225
13701.14044187533978-1.14044187533978
1383129.8286856867111.17131431328898
1392541.7054165823593-16.7054165823593
140010.8465727716616-10.8465727716616
14141.140441875339782.85955812466022
1422040.6540664203812-20.6540664203812
1432915.574107728017213.4258922719828
1443329.64959779272743.35040220727255


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.9106352086413630.1787295827172750.0893647913586373
90.8409102418523670.3181795162952670.159089758147633
100.7650387260049190.4699225479901630.234961273995081
110.669124786211120.661750427577760.33087521378888
120.5606150371879190.8787699256241610.439384962812081
130.4600757016501960.9201514033003920.539924298349804
140.4563327482487990.9126654964975980.543667251751201
150.9716409300695250.05671813986095080.0283590699304754
160.9729442813573610.05411143728527770.0270557186426388
170.9618800620314290.07623987593714290.0381199379685715
180.9764849318085990.04703013638280190.0235150681914009
190.9765459199532520.04690816009349560.0234540800467478
200.9827949846616230.03441003067675480.0172050153383774
210.9736937258127110.05261254837457840.0263062741872892
220.9785363016869830.04292739662603480.0214636983130174
230.9906604920238740.01867901595225260.00933950797612629
240.99083578479690.01832843040620050.00916421520310023
250.9940180901178970.01196381976420690.00598190988210347
260.9963016435666430.007396712866714280.00369835643335714
270.9943987747757730.01120245044845360.00560122522422682
280.9966315884449960.006736823110008330.00336841155500417
290.9957535435076460.0084929129847080.004246456492354
300.995664765837690.008670468324620360.00433523416231018
310.9935600938756020.01287981224879620.0064399061243981
320.9915822905348920.01683541893021560.0084177094651078
330.9895435471917340.02091290561653170.0104564528082658
340.9899057439455790.02018851210884140.0100942560544207
350.9896669193686870.02066616126262560.0103330806313128
360.9852261834585660.02954763308286880.0147738165414344
370.9800922592299690.03981548154006150.0199077407700307
380.9840033013072170.03199339738556520.0159966986927826
390.9999953641795349.27164093283227e-064.63582046641614e-06
400.9999973282212495.34355750123541e-062.67177875061771e-06
410.9999951656678759.6686642501223e-064.83433212506115e-06
420.9999930062383381.39875233241884e-056.99376166209421e-06
430.9999939611437331.20777125344418e-056.03885626722088e-06
440.9999933229552261.33540895470868e-056.67704477354338e-06
450.9999930643714591.38712570829939e-056.93562854149697e-06
460.9999936761207921.26477584168546e-056.32387920842732e-06
470.9999966138474456.77230510973992e-063.38615255486996e-06
480.9999939564413331.20871173347248e-056.04355866736239e-06
490.9999930707370051.38585259896582e-056.92926299482912e-06
500.9999954952906669.00941866758306e-064.50470933379153e-06
510.9999958422512858.31549742997881e-064.15774871498941e-06
520.9999927044415911.45911168184506e-057.29555840922532e-06
530.9999874961540492.50076919016613e-051.25038459508306e-05
540.9999880753080442.38493839115942e-051.19246919557971e-05
550.9999974902114325.01957713673195e-062.50978856836597e-06
560.9999964234318697.15313626143449e-063.57656813071724e-06
570.9999945036031041.09927937928851e-055.49639689644253e-06
580.9999915091862631.69816274745649e-058.49081373728245e-06
590.9999933532290651.32935418696052e-056.64677093480258e-06
600.9999965423170916.91536581804834e-063.45768290902417e-06
610.9999939521267351.20957465306759e-056.04787326533795e-06
620.9999954019996349.1960007323486e-064.5980003661743e-06
630.9999940336975891.19326048212133e-055.96630241060666e-06
640.9999944606632291.10786735430984e-055.5393367715492e-06
650.9999912532457961.7493508408414e-058.74675420420702e-06
660.9999973082180175.38356396523963e-062.69178198261981e-06
670.9999971368381055.72632378948276e-062.86316189474138e-06
680.9999998295843453.40831310276354e-071.70415655138177e-07
690.9999996921419456.15716109244932e-073.07858054622466e-07
700.9999994317819141.13643617275712e-065.68218086378561e-07
710.9999999981893673.62126569811825e-091.81063284905912e-09
720.9999999987482842.50343150932453e-091.25171575466226e-09
730.9999999987275622.54487597092198e-091.27243798546099e-09
740.9999999995477599.04482881520476e-104.52241440760238e-10
750.9999999990720271.85594582575148e-099.27972912875738e-10
760.9999999980454313.90913859158575e-091.95456929579287e-09
770.9999999958889478.22210632910617e-094.11105316455308e-09
780.999999992873831.42523406012255e-087.12617030061275e-09
790.9999999864814342.70371328125667e-081.35185664062833e-08
800.9999999747678415.04643183378049e-082.52321591689024e-08
810.9999999818865153.6226969704868e-081.8113484852434e-08
820.9999999795383924.09232166272499e-082.0461608313625e-08
830.9999999662524816.74950370775478e-083.37475185387739e-08
840.9999999762012094.75975830482832e-082.37987915241416e-08
850.9999999546622369.06755279244773e-084.53377639622386e-08
860.9999999162052071.67589585889433e-078.37947929447163e-08
870.9999998332698423.33460316586795e-071.66730158293397e-07
880.9999996740684636.51863073060909e-073.25931536530455e-07
890.999999710080045.79839920923901e-072.89919960461951e-07
900.9999995868299528.26340096277805e-074.13170048138902e-07
910.9999992089059981.58218800336624e-067.91094001683122e-07
920.9999989088917962.18221640763933e-061.09110820381966e-06
930.9999979582259514.08354809840501e-062.04177404920251e-06
940.9999961585963387.68280732375914e-063.84140366187957e-06
950.9999956860229588.62795408307358e-064.31397704153679e-06
960.9999999336804921.32639016607563e-076.63195083037817e-08
970.9999998539999142.92000172777666e-071.46000086388833e-07
980.9999996950158636.09968273004016e-073.04984136502008e-07
990.9999998268671313.46265738297626e-071.73132869148813e-07
1000.9999996672059616.65588078337187e-073.32794039168593e-07
1010.9999992919862411.41602751833341e-067.08013759166703e-07
1020.9999988775354112.2449291774456e-061.1224645887228e-06
1030.9999987718356772.45632864509219e-061.22816432254609e-06
1040.9999975321590594.93568188120598e-062.46784094060299e-06
1050.9999956350791498.72984170221102e-064.36492085110551e-06
1060.9999916002416431.67995167133773e-058.39975835668866e-06
1070.9999868456951792.6308609641962e-051.3154304820981e-05
1080.9999748051713335.03896573338682e-052.51948286669341e-05
1090.999954825289439.03494211395983e-054.51747105697991e-05
1100.9999208410730620.0001583178538752447.91589269376218e-05
1110.9998499424001180.0003001151997638680.000150057599881934
1120.9998271434608670.0003457130782651160.000172856539132558
1130.9997550152855220.0004899694289557910.000244984714477896
1140.9995521491008260.000895701798347570.000447850899173785
1150.9992427722133960.001514455573207150.000757227786603577
1160.998763791963560.002472416072879670.00123620803643984
1170.9978604556756160.004279088648768210.0021395443243841
1180.9979262377682840.004147524463432920.00207376223171646
1190.9997169590848880.0005660818302240860.000283040915112043
1200.9994415882489320.001116823502136270.000558411751068135
1210.999999991388181.72236404529182e-088.61182022645909e-09
1220.9999999643022827.13954363582444e-083.56977181791222e-08
1230.9999999673244496.53511020103706e-083.26755510051853e-08
1240.9999998678227142.64354572339659e-071.3217728616983e-07
1250.9999994667637251.06647255009605e-065.33236275048025e-07
1260.9999980444357783.91112844427639e-061.9555642221382e-06
1270.9999962179310327.56413793644881e-063.7820689682244e-06
1280.9999854009959212.91980081577637e-051.45990040788819e-05
1290.9999509006671149.81986657725857e-054.90993328862929e-05
1300.9999644227455157.11545089704929e-053.55772544852464e-05
1310.9998706712725460.0002586574549082560.000129328727454128
1320.9995252678938360.0009494642123276940.000474732106163847
1330.9980860250080940.003827949983811470.00191397499190573
1340.9929560423750340.01408791524993210.00704395762496605
1350.9786775000384990.0426449999230030.0213224999615015
1360.9721314729301120.05573705413977660.0278685270698883


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level990.767441860465116NOK
5% type I error level1170.906976744186046NOK
10% type I error level1220.945736434108527NOK