Multiple Linear Regression - Estimated Regression Equation
totaltime[t] = -3207.61323920628 + 83.8439593144031numberofpageviews[t] + 1384.0001773974compendiumviews[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-3207.613239206286018.591844-0.5330.5948030.297401
numberofpageviews83.84395931440314.41741718.980300
compendiumviews1384.0001773974331.1844674.17894.8e-052.4e-05


Multiple Linear Regression - Regression Statistics
Multiple R0.921194851371659
R-squared0.848599954193654
Adjusted R-squared0.846719208283016
F-TEST (value)451.203934244289
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation28219.2619530859
Sum Squared Residuals128208605973.478


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1170650131125.35564892139524.6443510791
28662180563.99909007746057.00090992256
3127843130916.320599345-3073.32059934467
4152526194720.423940186-42194.4239401859
59238980855.728401548611533.2715984514
63877847107.9599287916-8329.95992879156
7316392253114.86735911963277.132640881
83275050630.555917416-17880.555917416
9123444141811.436520539-18367.4365205391
10137034128523.8935153358510.10648466455
11176816158376.94182094118439.0581790591
12143205156621.967162436-13416.9671624359
13113286133808.362346982-20522.3623469818
14195452191834.1306796463617.86932035376
15144513141482.9588677983030.04113220156
16263581323681.630945094-60100.6309450939
17183271146132.2746687837138.7253312204
18210763202770.5937317887992.40626821186
1911385397206.450165276616646.5498347233
20159968175061.889724507-15093.8897245071
21174585162108.57285914212476.4271408584
22294675196272.11203621298402.8879637878
239621389658.19443214146554.80556785861
24116390140142.605216187-23752.6052161875
25146342212874.365677883-66532.3656778835
26152647196817.672620466-44170.6726204655
27166661181638.4668923-14977.4668923001
28175505147098.20474702428406.7952529755
29112485117497.838016782-5012.8380167817
30198790176654.92495148122135.0750485192
31191822168354.37297935523467.6270206451
32140267149197.752822143-8930.75282214302
33221991169153.7648363952837.2351636096
347533988951.8441137762-13612.8441137762
35247985205202.06855190642782.9314480942
36167351162356.6556448264994.34435517366
37266609212623.9834973653985.0165026403
38122024117790.7170256724233.28297432764
398096465381.344269653515582.6557303465
40215183203230.01096188811952.9890381119
41225469220125.143612455343.85638754991
42125382128359.654688965-2977.65468896512
43141437133010.1201873668426.87981263424
4481106111461.072946145-30355.0729461447
4593125171325.659896628-78200.6598966285
46318668341406.005609444-22738.005609444
4778800109745.146023748-30945.1460237481
48161048170953.535718101-9905.53571810139
49236367286995.874804074-50628.8748040743
50131108163826.799176377-32718.7991763771
51131096115274.24854882115821.7514511792
522418843914.9912903273-19726.9912903273
53267003188770.95192112278232.0480788782
546502984084.2956838628-19055.2956838628
55100147108732.120327458-8585.12032745835
56178549168642.6531985689906.34680143241
57186965204872.441201746-17907.4412017457
58197266236264.530931763-38998.5309317629
59217300179882.34253637637417.6574636244
60149594141856.2327437457737.76725625496
61263413261631.3525653381781.64743466189
62209228211822.292245485-2594.2922454852
63145699176781.265739162-31082.2657391622
64187197178748.7245395028448.2754604981
65150752113097.75469890537654.2453010952
66131218121897.9213346599320.07866534138
67118697133428.190286518-14731.1902865183
68147913203945.558859609-56032.5588596093
69155015157618.897094853-2603.89709485282
7096487115653.270911865-19166.2709118648
71128780159131.537454771-30351.5374547706
727197295907.4436446131-23935.4436446132
73140266157790.03410574-17524.0341057401
74152455134477.96432407817977.0356759224
75110655125004.746618969-14349.7466189695
76204822151541.93459068853280.0654093122
77216052160469.59171154355582.4082884575
78113421113726.009545053-305.009545053046
79103660116788.038606158-13128.038606158
80128390131166.702779868-2776.70277986838
81105502126006.275341064-20504.2753410644
82299359261085.79198108538273.2080189152
83141493134688.1490710736804.85092892668
84148356146846.6728690811509.32713091874
858095380808.6327835036144.367216496359
86109237149442.386515569-40205.3865155693
87102104106642.919529115-4538.91952911522
88233139238696.005751881-5557.00575188063
89176507159383.06933271417123.9306672862
90118217201429.090382758-83212.0903827577
91142694135484.091835857209.9081641496
92152193145168.6439853747024.3560146263
93126500137285.012414981-10785.0124149808
94174710201133.911979028-26423.911979028
95187772151917.50786147335854.4921385266
96140903128189.66737549712713.3326245027
97155350132214.17742258923135.8225774113
98202077157618.89709485344458.1029051472
99213875246167.315710218-32292.3157102184
100252952219159.21353420533792.7864657948
101166981154646.4604801612334.5395198403
102190790170196.64068943320593.3593105672
103106351108316.349623145-1965.34962314481
1044328773562.453638615-30275.453638615
105127493133257.053275631-5764.05327563101
106132143128523.8935153353619.10648466455
107157469156319.8905741891149.10942581068
108197727186547.36245316111179.6375468391
1098807789662.7932218194-1585.79322181936
11094968127980.632325921-33012.6323259211
111191753139845.12741761951907.8725823812
112153332158545.779436989-5213.77943698922
1132293830959.3750301228-8021.37503012278
114125927135987.155591737-10060.1555917368
1156185756453.68714879885403.31285120122
116103749133853.158570188-30104.1585701878
117269909205075.72776422464833.2722357755
1182105429239.9990154678-8185.99901546777
119174409147680.51367254726728.4863274527
1203141445510.3259121399-14096.3259121399
121200405219623.229553983-19218.2295539832
122139456135949.2575530483506.74244695216
1237800198257.3739002554-20256.3739002554
12482724109574.009012861-26850.0090128609
1253821455487.7570705539-17273.7570705539
12691390105718.336581818-14328.3365818178
127197612175440.91208755122171.0879124488
128137161115492.48117775321668.518822247
129251103230525.24365969520577.7563403054
130209835179800.797971930034.2020280998
131269470232875.17391533736594.8260846632
13213921596117.628391608943097.3716083911
13377796100521.160801744-22725.1608017443
134197114191031.2897303526082.71026964779
135291962295755.8440063-3793.84400630017
1365672782158.1840144705-25431.1840144705
137254843253580.0330763161262.96692368358
138105908140179.353557457-34271.353557457
139170155130916.32059934539238.6794006553
140136745158290.798466788-21545.7984667875
1418670682154.73492221214551.26507778794
142251448266070.483619324-14622.4836193235
143152366137412.50290008214953.4970999183
144173260196478.847690949-23218.8476909494
145212582197112.85102419515469.1489758048
14687850154314.533735161-66464.5337351606
147148636173716.937283218-25080.9372832182
148185455168395.72011030217059.2798896977
1490-3207.613239206243207.61323920624
1501468814148.0863388752539.91366112481
15198-2788.393442634212886.39344263421
152455-2536.861564691012991.86156469101
1530-3207.613239206243207.61323920624
1540-3207.613239206243207.61323920624
155137891133637.2253360954253.77466390545
156201052193214.6817647857837.31823521484
1570-3207.613239206243207.61323920624
158203-2872.237401948613075.23740194861
15971999452.82461726863-2253.82461726863
1604666043454.42436280783205.57563719218
161175479998.385201521997548.61479847801
1627356787734.3821575881-14167.3821575881
163969-776.1384190885411745.13841908854
164106662105547.1995709311114.80042906947


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.4990026099940970.9980052199881940.500997390005903
70.8708385839719580.2583228320560840.129161416028042
80.809289484512080.3814210309758390.19071051548792
90.8021953772809910.3956092454380190.197804622719009
100.7175847757879220.5648304484241570.282415224212078
110.6452346331899860.7095307336200280.354765366810014
120.5574994479420750.885001104115850.442500552057925
130.5138845070240520.9722309859518950.486115492975948
140.4213358363759440.8426716727518890.578664163624056
150.3390843088482440.6781686176964880.660915691151756
160.6422757263391150.7154485473217710.357724273660885
170.6754088058519440.6491823882961120.324591194148056
180.6059898401516640.7880203196966710.394010159848336
190.5380989599703590.9238020800592810.461901040029641
200.4749490318496470.9498980636992950.525050968150353
210.4327400220931870.8654800441863740.567259977906813
220.9132448284708540.1735103430582920.0867551715291462
230.8887511545739590.2224976908520820.111248845426041
240.8652379855258980.2695240289482030.134762014474102
250.9650908137295250.06981837254094920.0349091862704746
260.9768023902875270.04639521942494580.0231976097124729
270.9721503653829790.05569926923404290.0278496346170214
280.9715198790125520.05696024197489610.028480120987448
290.9619177015720860.07616459685582750.0380822984279137
300.9581977529936760.08360449401264880.0418022470063244
310.9546411518529110.09071769629417830.0453588481470892
320.9400192980506670.1199614038986660.0599807019493328
330.9719080572606480.0561838854787040.028091942739352
340.9648703406206180.07025931875876390.035129659379382
350.9724772346831910.05504553063361770.0275227653168089
360.9629320958417660.0741358083164690.0370679041582345
370.9796386482170970.04072270356580590.020361351782903
380.9724522310391480.05509553792170350.0275477689608517
390.9641974583591950.07160508328161020.0358025416408051
400.9537264042543710.09254719149125780.0462735957456289
410.9404701422211340.1190597155577330.0595298577788665
420.9240944041036810.1518111917926390.0759055958963193
430.9050423203051210.1899153593897580.094957679694879
440.912727462545920.174545074908160.0872725374540801
450.9860616235014780.02787675299704320.0139383764985216
460.9844336953645890.03113260927082110.0155663046354105
470.9851937798327180.02961244033456450.0148062201672822
480.9806175404047810.03876491919043730.0193824595952186
490.9884643981841220.02307120363175660.0115356018158783
500.9890614518405770.02187709631884650.0109385481594233
510.9860296993740720.02794060125185560.0139703006259278
520.984927223988820.03014555202235980.0150727760111799
530.9981423250935660.003715349812867590.00185767490643379
540.9977352022696340.004529595460731720.00226479773036586
550.9968617202666820.006276559466636340.00313827973331817
560.995719735421620.008560529156760070.00428026457838004
570.9946820134331470.01063597313370530.00531798656685266
580.9959361942530190.008127611493962590.0040638057469813
590.9967843849635470.006431230072906730.00321561503645337
600.9955681676222410.008863664755517310.00443183237775865
610.9938610954349440.01227780913011140.00613890456505571
620.9916127076450560.01677458470988870.00838729235494433
630.9920202768870480.01595944622590410.00797972311295206
640.9894087105381960.02118257892360750.0105912894618037
650.9914630361990810.01707392760183860.0085369638009193
660.9887253651625010.02254926967499790.0112746348374989
670.9860855603955060.0278288792089880.013914439604494
680.994303898094860.01139220381027930.00569610190513967
690.992202165976980.01559566804603950.00779783402301975
700.990838069069540.01832386186092010.00916193093046006
710.9912225159338420.01755496813231510.00877748406615756
720.9904783993418510.01904320131629890.00952160065814947
730.9885529380028880.0228941239942240.011447061997112
740.9863089058605670.02738218827886670.0136910941394333
750.9830937663692560.03381246726148820.0169062336307441
760.9920428215148820.01591435697023620.00795717848511812
770.9968803923399890.00623921532002110.00311960766001055
780.9956255076237630.008748984752473430.00437449237623671
790.9943357137464550.01132857250708910.00566428625354453
800.9922402800400580.01551943991988430.00775971995994216
810.9911619088805610.01767618223887790.00883809111943896
820.993086761239990.01382647752001970.00691323876000985
830.9907299524289830.01854009514203440.00927004757101722
840.9874889657816690.02502206843666270.0125110342183314
850.9832954118574350.03340917628513090.0167045881425655
860.9879918775907320.0240162448185350.0120081224092675
870.9840297055218860.03194058895622860.0159702944781143
880.979324676237420.04135064752515940.0206753237625797
890.9755115288404350.04897694231912990.0244884711595649
900.9984955491364890.003008901727022520.00150445086351126
910.9978655963866370.004268807226725730.00213440361336287
920.9969973425623310.00600531487533860.0030026574376693
930.9960308641930330.007938271613934510.00396913580696725
940.9964265563296150.007146887340770450.00357344367038522
950.9971428132434790.005714373513041610.00285718675652081
960.9962244476327170.007551104734566080.00377555236728304
970.9958486835869240.008302632826151420.00415131641307571
980.9976810204910620.004637959017876540.00231897950893827
990.9982014746309610.003597050738078720.00179852536903936
1000.998329841876530.003340316246939740.00167015812346987
1010.9977601576652330.004479684669533410.0022398423347667
1020.9973348162073250.005330367585349220.00266518379267461
1030.9961579294134460.007684141173108590.0038420705865543
1040.9964277598328890.007144480334221930.00357224016711097
1050.9950363727764080.009927254447184310.00496362722359215
1060.9929960132852070.01400797342958680.00700398671479342
1070.9901933513406390.01961329731872220.00980664865936109
1080.9869989975541170.02600200489176670.0130010024458833
1090.9822359647380560.03552807052388760.0177640352619438
1100.9849347448314460.03013051033710770.0150652551685538
1110.9943174566914140.01136508661717250.00568254330858626
1120.9919546769482320.01609064610353630.00804532305176816
1130.9890648220882120.02187035582357560.0109351779117878
1140.9854610193482170.02907796130356710.0145389806517835
1150.9802808485713340.03943830285733130.0197191514286657
1160.9816043290897980.03679134182040450.0183956709102023
1170.996977482849660.006045034300679560.00302251715033978
1180.995644891439280.008710217121440830.00435510856072042
1190.9958541054569040.008291789086191960.00414589454309598
1200.994477764943390.01104447011322050.00552223505661023
1210.9934854609198740.01302907816025140.00651453908012571
1220.9905445439879090.01891091202418230.00945545601209114
1230.9890622473378520.02187550532429680.0109377526621484
1240.9896545690625270.02069086187494630.0103454309374731
1250.9874625867505850.02507482649883030.0125374132494152
1260.9842674799115740.03146504017685260.0157325200884263
1270.9821397929303230.03572041413935460.0178602070696773
1280.9807114032039590.03857719359208220.0192885967960411
1290.9780787962723680.0438424074552640.021921203727632
1300.9833458691879080.03330826162418360.0166541308120918
1310.9922973938547540.01540521229049210.00770260614524605
1320.9983746938610610.003250612277878150.00162530613893907
1330.9977253509345760.004549298130847890.00227464906542394
1340.9966164177674610.006767164465078140.00338358223253907
1350.9944682891893950.01106342162121040.0055317108106052
1360.9932954529368470.01340909412630580.0067045470631529
1370.9897384096559270.02052318068814620.0102615903440731
1380.9918349562663020.0163300874673950.00816504373369749
1390.9987442986264220.002511402747156320.00125570137357816
1400.9981243314914840.003751337017031710.00187566850851586
1410.9969133654250650.006173269149869510.00308663457493476
1420.9967384472945180.00652310541096420.0032615527054821
1430.9971483396503670.005703320699266750.00285166034963337
1440.9995500388990110.0008999222019786710.000449961100989335
1450.9994132917464690.001173416507062420.000586708253531208
1460.9999955993785038.80124299391286e-064.40062149695643e-06
1470.999999996453637.09274003595813e-093.54637001797906e-09
1480.9999999998997372.0052583744432e-101.0026291872216e-10
1490.9999999992445831.51083293004523e-097.55416465022613e-10
1500.9999999977993174.40136617217376e-092.20068308608688e-09
1510.9999999816093913.67812175460171e-081.83906087730085e-08
1520.9999998546780222.90643955196526e-071.45321977598263e-07
1530.9999989719517532.05609649338353e-061.02804824669176e-06
1540.9999932624231911.34751536171719e-056.73757680858593e-06
1550.9999519784264199.60431471616275e-054.80215735808137e-05
1560.9998952303453980.0002095393092037720.000104769654601886
1570.9992022606661870.001595478667625250.000797739333812624
1580.9944658871535430.01106822569291380.0055341128464569


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level500.326797385620915NOK
5% type I error level1160.758169934640523NOK
10% type I error level1290.843137254901961NOK