Multiple Linear Regression - Estimated Regression Equation
PlaatsHoF[t] = + 111.289470306828 -0.0486478183017716Pageviews[t] + 0.000218804779702596TimeRFC[t] + 0.108209569313708BloggedComp[t] -0.35904311766664PeerReviews[t] + 0.000143242716991712CharComp[t] -0.000685656508686347SecComp[t] + 0.105313709370402HypComp[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)111.2894703068287.15072815.563400
Pageviews-0.04864781830177160.016268-2.99040.0033080.001654
TimeRFC0.0002188047797025960.0002580.84790.3979850.198993
BloggedComp0.1082095693137080.5026450.21530.8298710.414936
PeerReviews-0.359043117666640.240831-1.49090.1383160.069158
CharComp0.0001432427169917120.000420.34110.7335580.366779
SecComp-0.0006856565086863470.000478-1.43430.153790.076895
HypComp0.1053137093704020.4522740.23290.8162250.408113


Multiple Linear Regression - Regression Statistics
Multiple R0.550852069179421
R-squared0.30343800211925
Adjusted R-squared0.267585546345976
F-TEST (value)8.46352071495884
F-TEST (DF numerator)7
F-TEST (DF denominator)136
p-value1.41265560360537e-08
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation35.6987555715602
Sum Squared Residuals173318.556312688


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1174.1526432581426-73.1526432581426
2267.2274902583935-65.2274902583935
33102.692322182868-99.6923221828679
4435.8920294836925-31.8920294836925
5523.7639663083478-18.7639663083478
66-62.578013287179468.5780132871794
7761.8360844116757-54.8360844116757
8866.236337502596-58.236337502596
9949.9617773081344-40.9617773081344
101012.9669629103981-2.96696291039814
111168.5155520961963-57.5155520961963
121243.9902482819945-31.9902482819945
131362.1007007702107-49.1007007702107
141436.5345121129403-22.5345121129403
151565.008319077075-50.008319077075
161661.6233342342723-45.6233342342723
171765.6898129345724-48.6898129345724
181892.6670919942308-74.6670919942308
191920.6569329895687-1.65693298956872
202091.3557343314163-71.3557343314163
212170.0079367146927-49.0079367146927
222242.6188751642114-20.6188751642114
232376.8925473274574-53.8925473274574
242459.9015784244122-35.9015784244122
252554.8645271184574-29.8645271184574
262676.5515004309394-50.5515004309394
272747.8258093612383-20.8258093612383
282863.2488867472947-35.2488867472947
292941.4889016880653-12.4889016880653
303046.3629740799762-16.3629740799762
313168.540370312982-37.540370312982
323264.453794467112-32.453794467112
333366.4878034666148-33.4878034666148
343479.7739196926072-45.7739196926072
353551.0009336965754-16.0009336965754
3636111.289470306828-75.2894703068283
373779.6703314988664-42.6703314988664
383855.3215501934907-17.3215501934907
393947.5191593535034-8.51915935350343
404027.426550530468512.5734494695315
414166.6334356050027-25.6334356050027
424262.848304143791-20.848304143791
434384.9826168623684-41.9826168623684
444459.718061959306-15.718061959306
454580.315903386271-35.3159033862709
464676.7987619472546-30.7987619472546
474788.9879993833803-41.9879993833803
484867.7986657347854-19.7986657347854
494963.3971216543754-14.3971216543754
505057.0274311625329-7.02743116253286
515178.0600055462835-27.0600055462835
525275.8933304466698-23.8933304466698
535360.1192532211388-7.1192532211388
545463.5444712237384-9.54447122373839
555552.26478799197052.7352120080295
565669.5781685897886-13.5781685897886
575768.4365918870364-11.4365918870364
585884.4840013226323-26.4840013226323
595965.1865437958783-6.18654379587832
606079.046662219538-19.046662219538
616170.3955708090578-9.39557080905784
626273.7815061485915-11.7815061485915
636385.351993918603-22.3519939186031
646472.9211614718002-8.92116147180016
656580.9389763957963-15.9389763957963
666660.60220826761185.39779173238821
676736.006243954782730.9937560452173
686830.873257598874837.1267424011252
696973.0149463468614-4.01494634686136
7070103.368710463261-33.3687104632608
717141.118932758364729.8810672416353
727283.143032581232-11.1430325812321
737381.336188450644-8.336188450644
747467.18937647261236.81062352738767
757565.07273264300959.92726735699054
767679.5719032247089-3.57190322470886
777769.83699226214057.1630077378595
787858.055986534168119.9440134658319
797980.4811502268692-1.48115022686918
808081.6809654394087-1.68096543940873
818184.4137458697284-3.41374586972836
828277.7702331434414.22976685655899
838371.375537347329511.6244626526705
848466.758354434789417.2416455652106
858583.2156961118171.78430388818295
868659.805800939717326.1941990602827
878735.83603690811151.163963091889
888878.05153909682089.94846090317918
898986.12577432167852.87422567832151
909073.59398974962316.406010250377
919167.347713766720323.6522862332797
929252.452764405199339.5472355948007
939373.080154120465719.9198458795343
949483.053516822957410.9464831770426
959590.24350831400194.7564916859981
969639.68943658056756.310563419433
979764.79088928270332.209110717297
9898100.85922369649-2.85922369649014
999964.199054094969334.8009459050307
10010070.715934758306429.2840652416936
101101101.51685099082-0.516850990819533
10210285.023321405689216.9766785943108
10310380.799710856869822.2002891431302
10410485.027981522400918.9720184775991
10510589.483954932099515.5160450679005
10610677.362109265058728.6378907349413
10710774.363409667533932.6365903324661
108108100.263922777567.73607722243969
109109111.289470306828-2.28947030682833
11011079.283619296516430.7163807034836
11111186.19049752820824.809502471792
11211272.660027093568239.3399729064318
11311378.129377055152934.8706229448471
11411494.189410425616819.8105895743832
115115110.1099582276924.89004177230846
116116111.2894703068284.71052969317167
11711772.885048839666744.1149511603333
11811870.300976061763447.6990239382366
11911969.446128607648749.5538713923513
12012083.87230243610736.127697563893
12112183.114878957847137.8851210421529
12212271.067869487416650.9321305125834
12312389.619014424122533.3809855758775
12412476.148908670943347.8510913290567
12512584.44354033437740.556459665623
12612699.143837821712226.8561621782878
12712779.2351877477147.76481225229
12812881.95049888381246.0495011161881
12912974.916080266983954.0839197330161
13013098.652514630927231.3474853690728
131131109.06646889747821.9335311025217
13213291.2574098994640.74259010054
133133109.35448675983623.6455132401639
13413490.846791975944543.1532080240555
135135110.9071526472424.0928473527597
13613696.81722211855239.1827778814481
137137111.28947030682825.7105296931717
13813885.754767485938952.2452325140612
13913990.706231948821948.2937680511781
140140108.90929390844431.090706091556
141141109.23962063649331.760379363507
14214293.629432908913548.3705670910865
14314386.20938628856156.790613711439
14414479.448267835090664.5517321649094


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.002234229337283880.004468458674567770.997765770662716
120.0002196111008550670.0004392222017101340.999780388899145
130.0002911316852839520.0005822633705679050.999708868314716
144.10818633613399e-058.21637267226798e-050.999958918136639
152.08441506650273e-054.16883013300546e-050.999979155849335
163.82063530819471e-067.64127061638943e-060.999996179364692
176.07312542381477e-071.21462508476295e-060.999999392687458
182.17507677126454e-074.35015354252908e-070.999999782492323
193.18372707795643e-086.36745415591286e-080.999999968162729
207.36495777972794e-091.47299155594559e-080.999999992635042
211.65153501421082e-093.30307002842164e-090.999999998348465
222.60845752376821e-095.21691504753641e-090.999999997391542
238.3451220388292e-101.66902440776584e-090.999999999165488
244.63368836333475e-099.2673767266695e-090.999999995366312
253.84629111608542e-087.69258223217085e-080.999999961537089
262.85289248641133e-085.70578497282266e-080.999999971471075
271.21863677116986e-082.43727354233972e-080.999999987813632
281.00884000737771e-082.01768001475542e-080.9999999899116
293.42441948055646e-096.84883896111291e-090.99999999657558
302.13301534456684e-084.26603068913368e-080.999999978669847
311.08122226767131e-082.16244453534263e-080.999999989187777
326.41639559224469e-081.28327911844894e-070.999999935836044
331.7959255490078e-073.5918510980156e-070.999999820407445
341.43326044127729e-072.86652088255458e-070.999999856673956
352.64027998208148e-075.28055996416296e-070.999999735972002
368.78684527904906e-071.75736905580981e-060.999999121315472
371.03296750538479e-062.06593501076958e-060.999998967032495
382.247447933637e-064.49489586727401e-060.999997752552066
392.4763178496178e-064.95263569923559e-060.99999752368215
402.45301047306088e-064.90602094612175e-060.999997546989527
412.58251205908944e-065.16502411817887e-060.99999741748794
422.46389006600359e-064.92778013200717e-060.999997536109934
432.6206888068709e-065.24137761374181e-060.999997379311193
443.64013071788317e-067.28026143576635e-060.999996359869282
452.57684500224907e-065.15369000449814e-060.999997423154998
462.21888387740262e-064.43776775480524e-060.999997781116123
475.47821502813591e-061.09564300562718e-050.999994521784972
481.49569963687323e-052.99139927374645e-050.999985043003631
493.1274211201965e-056.25484224039301e-050.999968725788798
507.80269363135263e-050.0001560538726270530.999921973063686
510.0001328570113008240.0002657140226016480.9998671429887
520.0003294976051775570.0006589952103551140.999670502394822
530.0005660338958918850.001132067791783770.999433966104108
540.001034119252051280.002068238504102560.998965880747949
550.001978106756487730.003956213512975470.998021893243512
560.005167711256692810.01033542251338560.994832288743307
570.009523360317966060.01904672063593210.990476639682034
580.0167869159557040.03357383191140790.983213084044296
590.02666540141016180.05333080282032370.973334598589838
600.03700590219813740.07401180439627480.962994097801863
610.04244519485903050.0848903897180610.95755480514097
620.0774738328591870.1549476657183740.922526167140813
630.1366140285140590.2732280570281170.863385971485941
640.17605322296690.3521064459338010.8239467770331
650.2800216344899370.5600432689798740.719978365510063
660.3410315052494340.6820630104988680.658968494750566
670.3569498094752110.7138996189504230.643050190524789
680.4601143297300640.9202286594601290.539885670269936
690.5060041000166130.9879917999667730.493995899983386
700.7159624016194820.5680751967610360.284037598380518
710.7863447846785380.4273104306429250.213655215321462
720.86803406444410.2639318711118010.131965935555901
730.8719589935671370.2560820128657260.128041006432863
740.8758563366620060.2482873266759880.124143663337994
750.9005305818794240.1989388362411510.0994694181205755
760.9336106250439880.1327787499120230.0663893749560116
770.9576304563812620.08473908723747610.042369543618738
780.9624364528550170.0751270942899650.0375635471449825
790.9748045245195910.05039095096081720.0251954754804086
800.9834549473628880.03309010527422480.0165450526371124
810.9914565291301660.01708694173966860.00854347086983428
820.9975102567917510.004979486416497510.00248974320824876
830.9980793723554980.003841255289004390.00192062764450219
840.9985420100820030.002915979835994610.0014579899179973
850.999254701478130.001490597043740920.00074529852187046
860.9994037260712470.001192547857505750.000596273928752877
870.9993193713696210.001361257260757720.000680628630378859
880.9996377433212360.000724513357527490.000362256678763745
890.9998321981094640.0003356037810721690.000167801890536084
900.9999334615027670.0001330769944652956.65384972326475e-05
910.999947502940380.0001049941192389925.24970596194959e-05
920.9999575585591268.48828817483165e-054.24414408741582e-05
930.9999688165191926.23669616161675e-053.11834808080837e-05
940.9999829805698653.40388602704418e-051.70194301352209e-05
950.999992107349771.57853004596289e-057.89265022981447e-06
960.9999923348726351.5330254730351e-057.6651273651755e-06
970.9999931713498281.3657300343419e-056.8286501717095e-06
980.999997086908795.8261824195093e-062.91309120975465e-06
990.9999979305896384.13882072370627e-062.06941036185313e-06
1000.9999984866168953.02676621027229e-061.51338310513614e-06
1010.9999993326712921.33465741558478e-066.67328707792392e-07
1020.9999994438418541.11231629133423e-065.56158145667117e-07
1030.9999997107342715.78531458041552e-072.89265729020776e-07
1040.999999859611542.80776917707143e-071.40388458853572e-07
1050.9999999136756211.72648758096308e-078.63243790481542e-08
1060.9999999771756724.56486554949688e-082.28243277474844e-08
1070.999999979174664.16506814978661e-082.08253407489331e-08
1080.9999999881504142.36991711814635e-081.18495855907318e-08
1090.9999999974433145.11337175489061e-092.55668587744531e-09
1100.9999999952513139.4973749661805e-094.74868748309025e-09
1110.9999999958575638.28487391371724e-094.14243695685862e-09
1120.999999992316651.53667018369899e-087.68335091849496e-09
1130.9999999917849431.64301143441858e-088.21505717209292e-09
1140.9999999833059873.3388025144915e-081.66940125724575e-08
1150.9999999943224421.13551161707791e-085.67755808538955e-09
1160.9999999994192051.16158912352791e-095.80794561763956e-10
1170.9999999990923641.8152718439787e-099.0763592198935e-10
1180.9999999983377933.32441348244025e-091.66220674122012e-09
1190.9999999959218028.15639655561647e-094.07819827780824e-09
1200.9999999977463264.50734862614396e-092.25367431307198e-09
1210.9999999922780751.5443849316176e-087.721924658088e-09
1220.9999999751520434.9695913814052e-082.4847956907026e-08
1230.9999999686998546.26002914492694e-083.13001457246347e-08
1240.9999998580021572.83995685262422e-071.41997842631211e-07
1250.9999998248778723.50244256111349e-071.75122128055674e-07
1260.9999999959489348.1021326556373e-094.05106632781865e-09
1270.999999981500523.6998960234361e-081.84994801171805e-08
1280.999999878991572.42016859131107e-071.21008429565553e-07
1290.9999989515290472.09694190637656e-061.04847095318828e-06
1300.9999916515729661.66968540675641e-058.34842703378204e-06
1310.9999678714677136.42570645739648e-053.21285322869824e-05
1320.9997956327176450.000408734564710480.00020436728235524
1330.9998436409013230.0003127181973530750.000156359098676538


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level970.788617886178862NOK
5% type I error level1020.829268292682927NOK
10% type I error level1080.878048780487805NOK