Multiple Linear Regression - Estimated Regression Equation
Time_RFC[t] = -2515.09574963862 + 59.0936944109369Pageviews[t] + 91.9400411938518Logins[t] + 22.7670158708927Bloggend_computations[t] + 210.572445248479Reviewed_compendiums[t] + 76.8068557993666Long_fbmessages_PR[t] + 0.800717629066745Time_compendium[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-2515.095749638627888.187508-0.31880.7502690.375135
Pageviews59.09369441093695.60422110.544500
Logins91.940041193851883.4868721.10130.2724730.136236
Bloggend_computations22.7670158708927117.1680680.19430.8461840.423092
Reviewed_compendiums210.572445248479512.9676380.41050.6820.341
Long_fbmessages_PR76.8068557993666138.5350510.55440.5800790.29004
Time_compendium0.8007176290667450.0830289.64400


Multiple Linear Regression - Regression Statistics
Multiple R0.955749563055156
R-squared0.91345722728012
Adjusted R-squared0.910149860169807
F-TEST (value)276.188640937848
F-TEST (DF numerator)6
F-TEST (DF denominator)157
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation37741.0132989887
Sum Squared Residuals223628301319.007


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1279055281656.181226247-2601.18122624743
2212408200919.23585960711488.7641403934
3233939227025.4791960516913.5208039486
4222117276873.647116957-54756.6471169573
5189911179825.29245510510085.7075448947
67084989811.0531512798-18962.0531512798
7605767557048.64917690548718.3508230948
83318632736.6023735355449.397626464531
9227332242836.046827312-15504.0468273124
10267925228680.85330728739244.1466927128
11371987317737.90959544854249.0904045518
12264989257017.2459574637971.7540425374
13212638205473.4145929417164.585407059
14368577292791.5650270575785.4349729505
15269455248402.96389650521052.0361034953
16398124484378.695383094-86254.6953830937
17335567298500.75377524637066.2462247535
18428322350490.14096331177831.8590366892
19182016195894.122388406-13878.122388406
20267365283955.191270489-16590.1912704891
21279428292399.648435903-12971.6484359033
22508849336816.804789323172032.195210677
23217270205030.55717606812239.4428239319
24200004222281.410270273-22277.4102702734
25257139336194.879001526-79055.8790015262
26270941309910.826500764-38969.8265007642
27324969350469.731307712-25500.7313077117
28329962291834.97240168838127.0275983117
29190867176966.10312120113900.8968787987
30393860403455.003487313-9595.0034873125
31327660340037.75080022-12377.75080022
32269239248905.38372040820333.6162795917
33396136346699.79828363449436.2017163661
34130446127292.7776497133153.2223502867
35430118394743.2815617935374.7184382105
36273950267189.849281576760.15071843005
37428077405382.14965328622694.8503467135
38254312230207.89233636324104.1076636372
39120351114119.8931695996231.10683040088
40395658395039.289098465618.710901535254
41345875335785.75051976210089.2494802375
42216827209958.7551633626868.244836638
43224524248530.38587237-24006.3858723705
44182485178561.904648863923.09535113986
45157164273532.326201071-116368.326201071
46459455426175.74202218833279.2579778119
4778800112209.155719054-33409.155719054
48255072279391.894245325-24319.8942453246
49368086434924.285894073-66838.2858940728
50230299281219.783224328-50920.783224328
51244782286496.144657948-41714.1446579479
522418842614.0111652205-18426.0111652205
53400109366951.04670077833157.9532992221
546502972072.4420921535-7043.44209215349
55101097115449.0365296-14352.0365295996
56309810325637.072561213-15827.072561213
57375638383656.238032031-8018.2380320306
58367127428788.463102398-61661.4631023978
59381998364928.86385904717069.1361409525
60280106233829.23388331446276.7661166859
61400971441714.725279577-40743.7252795769
62315924390332.451199384-74408.4511993845
63291391289910.2432951821480.75670481843
64295075297322.626705399-2247.62670539918
65280018253286.03285453626731.9671454643
66267432262021.8056651745410.19433482633
67217181249716.506467315-32535.5064673153
68258166323591.058001104-65425.0580011043
69264771270307.177646614-5536.1776466143
70182961198804.885467348-15843.8854673484
71256967269118.185433918-12151.1854339175
727356682764.0514008496-9198.0514008496
73272362262331.7257897310030.2742102695
74229056223343.8008325265712.19916747449
75229851230289.495163041-438.495163040935
76371391250009.258301694121381.741698306
77398210353058.67452200545151.325477995
78220419291689.585179527-71270.5851795274
79231884240744.107672966-8860.10767296585
80219381212079.278994757301.72100525028
81206169214810.071245844-8641.07124584357
82483074424779.48068623558294.5193137651
83146100154328.873281533-8228.87328153346
84295224281596.03313331513627.9668666852
8580953100742.505824859-19789.505824859
86217384197328.14798817420055.8520118262
87179344197263.271738012-17919.2717380121
88415550374316.46943840241233.5305615978
89389059364407.87205184124651.1279481588
90180679281178.863405788-100499.863405788
91299505272676.97208703126828.0279129693
92292260255545.9721295536714.0278704504
93199481208505.588679757-9024.58867975692
94282361277937.0281601324423.97183986804
95329281289190.52758281340090.4724171873
96234577251456.782753012-16879.7827530118
97297995285054.85763911412940.1423608864
98342490343304.795581512-814.7955815118
99416463448902.166076908-32439.1660769084
100415683449589.760025923-33906.760025923
101297080299576.997691707-2496.99769170706
102331792336502.186125716-4710.18612571601
103229772239452.52725353-9680.52725352971
1044328759277.0423582417-15990.0423582417
105238089239925.759322428-1836.75932242827
106263322296296.633364246-32974.6333642456
107302082303987.11577269-1905.11577269041
108321797303111.86807213518685.131927865
109193926252130.357585164-58204.3575851638
110175138313681.573339823-138543.573339823
111354041294974.14254406259066.8574559383
112303273258970.32827511544302.6717248855
1132366827478.3708573342-3810.37085733423
114196743241254.458432378-44511.4584323782
1156185755952.86810608165904.13189391842
116217543204665.9764675512877.02353245
117440711406600.66728696934110.3327130306
1182105427218.6248496591-6164.62484965909
119252805244393.2493896588411.75061034228
1203196141900.7707670383-9939.77076703826
121360436387557.140119965-27121.1401199651
122251948231781.31183374920166.6881662506
123187320155065.77342222332254.2265777774
124180842201525.335253278-20683.3352532783
1253821449034.3144713136-10820.3144713136
126280392243909.68148896336482.3185110374
127358276326244.86594983132031.1340501687
128211775214058.96879585-2283.96879584969
129447335419091.63153858928243.368461411
130348017367639.315648964-19622.3156489644
131441946453943.107228507-11997.1072285068
132215177214236.234942005940.765057994967
133130177151415.005438038-21238.0054380383
134318037309073.7891332068963.2108667941
135466139467844.417809801-1705.41780980148
136162279150689.28995436411589.7100456357
137416643413660.4022048862982.59779511368
138178322206976.900992287-28654.900992287
139292443264786.77713538327656.2228646168
140283913271712.9720758712200.0279241303
141244931225100.46908398119830.5309160187
142387072379051.3916437888020.60835621174
143246963272589.458967947-25626.4589679474
144173260143607.82159956229652.1784004376
145346748341252.1479795325495.85202046829
146178402211307.204454031-32905.2044540313
147268750302662.771660845-33912.7716608449
148314070332197.560805627-18127.560805627
1491-2396.908360816772397.90836081677
1501468817095.8747728152-2407.87477281519
15198-2127.687236390112225.68723639011
152455-1858.466111963452313.46611196345
1530-2515.095749638652515.09574963865
1540-2515.095749638652515.09574963865
155291847254181.48146116737665.5185388326
156415421383553.5548072131867.4451927895
1570-2515.095749638652515.09574963865
158203-1910.960807219482113.96080721948
159719910426.1677588667-3227.16775886665
1604666047032.3409863088-372.340986308748
1611754712936.11945166064610.88054833941
16212155099711.74077145821838.259228542
163969-617.4985293337771586.49852933378
164242774202079.6517276940694.3482723097


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.4744550741411750.948910148282350.525544925858825
110.5093838746246530.9812322507506940.490616125375347
120.4415970075055020.8831940150110030.558402992494498
130.3144471515384330.6288943030768650.685552848461567
140.5061845676787080.9876308646425850.493815432321292
150.4338611987895120.8677223975790250.566138801210488
160.7862095203499230.4275809593001540.213790479650077
170.7235865629871620.5528268740256760.276413437012838
180.8797733210754890.2404533578490220.120226678924511
190.8717751419835340.2564497160329320.128224858016466
200.8274840955354130.3450318089291750.172515904464587
210.789132514807920.4217349703841610.210867485192081
220.9991629352334960.001674129533007130.000837064766503563
230.9985799209319460.00284015813610760.0014200790680538
240.9976986939347380.004602612130523420.00230130606526171
250.9987296963002280.002540607399544340.00127030369977217
260.998575342063880.002849315872238470.00142465793611924
270.99872349367580.002553012648398610.00127650632419931
280.9986167656085680.002766468782863230.00138323439143161
290.9979340148175850.004131970364829220.00206598518241461
300.998121693685570.003756612628859640.00187830631442982
310.9973171867696070.005365626460785830.00268281323039291
320.9960850921746670.007829815650666020.00391490782533301
330.996049286125490.007901427749019670.00395071387450984
340.9945217113583960.01095657728320840.0054782886416042
350.9932187844218830.01356243115623330.00678121557811667
360.9901658484439770.01966830311204510.00983415155602255
370.9872594208628760.0254811582742470.0127405791371235
380.9830598735584160.03388025288316720.0169401264415836
390.9769078561118530.04618428777629420.0230921438881471
400.968568588918110.0628628221637780.031431411081889
410.9585605536711010.08287889265779720.0414394463288986
420.94602732947370.1079453410526010.0539726705263003
430.946633148784780.106733702430440.0533668512152201
440.9315926718300860.1368146563398290.0684073281699143
450.9944217074642850.01115658507142930.00557829253571464
460.993703089763390.01259382047322150.00629691023661076
470.994089571460190.01182085707961970.00591042853980987
480.9923245619931460.01535087601370730.00767543800685366
490.9967235674996250.006552865000750140.00327643250037507
500.9970180798740190.005963840251962450.00298192012598122
510.9973730617150340.005253876569931950.00262693828496597
520.997226359591970.005547280816060260.00277364040803013
530.9968794229019780.006241154196044550.00312057709802228
540.9956972433065330.008605513386934590.00430275669346729
550.9945700174199610.01085996516007770.00542998258003885
560.9928859753003290.01422804939934220.0071140246996711
570.9902960464045060.01940790719098840.0097039535954942
580.9952426156102740.009514768779451640.00475738438972582
590.993937887967530.01212422406493880.0060621120324694
600.9947895558825540.01042088823489230.00521044411744613
610.9949756945459520.01004861090809580.00502430545404788
620.9980730547197340.003853890560531450.00192694528026572
630.9973560241663930.005287951667213190.00264397583360659
640.9962312294156780.007537541168643470.00376877058432173
650.9954712690959360.00905746180812890.00452873090406445
660.9938760030867660.0122479938264670.00612399691323349
670.9932555384708940.01348892305821130.00674446152910565
680.9965120136044060.006975972791188540.00348798639559427
690.9950969737345620.009806052530875350.00490302626543768
700.9933975234282120.01320495314357640.0066024765717882
710.9912264249999820.01754715000003610.00877357500001806
720.9883713315033350.02325733699332910.0116286684966645
730.9846187220120070.03076255597598630.0153812779879931
740.9800665609549690.03986687809006240.0199334390450312
750.9737877388056590.05242452238868250.0262122611943413
760.9989461663294980.002107667341003260.00105383367050163
770.999169303250830.001661393498341520.000830696749170759
780.9997204446409980.0005591107180043880.000279555359002194
790.9995824224863240.0008351550273529340.000417577513676467
800.9993775237483280.001244952503343550.000622476251671777
810.9991045173357120.001790965328575530.000895482664287763
820.9995183538726950.0009632922546094560.000481646127304728
830.99929204749170.00141590501660140.000707952508300702
840.999002258370320.001995483259360880.000997741629680442
850.9986827914193490.002634417161302650.00131720858065133
860.998349649010910.003300701978179380.00165035098908969
870.99780008930130.004399821397402130.00219991069870107
880.9981338396881860.003732320623627980.00186616031181399
890.997615550565020.004768898869959590.0023844494349798
900.9998111296224650.0003777407550696990.000188870377534849
910.9997622595734830.0004754808530335460.000237740426516773
920.9997867733036330.0004264533927334720.000213226696366736
930.9996839237478610.0006321525042774330.000316076252138717
940.9995319402309980.0009361195380047470.000468059769002373
950.9995908900889060.000818219822187130.000409109911093565
960.999412405200070.0011751895998590.0005875947999295
970.99917883759820.001642324803598670.000821162401799335
980.998765581187260.002468837625479060.00123441881273953
990.9985749539219320.002850092156136220.00142504607806811
1000.9983550600887690.003289879822462670.00164493991123133
1010.997560315832240.004879368335519420.00243968416775971
1020.9964357715292480.007128456941503640.00356422847075182
1030.9950437736957860.009912452608428750.00495622630421437
1040.9935161649623780.01296767007524460.0064838350376223
1050.9908242173736210.0183515652527580.009175782626379
1060.9909281668911860.01814366621762840.00907183310881422
1070.9873050287256830.02538994254863440.0126949712743172
1080.9844505916751280.0310988166497430.0155494083248715
1090.9952683601797680.009463279640464870.00473163982023243
1100.9999994533213131.0933573748317e-065.46678687415849e-07
1110.9999999273780381.45243923747874e-077.26219618739372e-08
1120.999999971336065.73278775325955e-082.86639387662978e-08
1130.9999999370079221.25984156919308e-076.29920784596539e-08
1140.9999999854798932.90402149958388e-081.45201074979194e-08
1150.9999999672520176.54959668232772e-083.27479834116386e-08
1160.9999999285451751.42909650181622e-077.1454825090811e-08
1170.9999999597888528.04222950981415e-084.02111475490708e-08
1180.9999999108480931.78303812940398e-078.91519064701988e-08
1190.999999801457373.9708526118888e-071.9854263059444e-07
1200.9999996454217567.09156487949845e-073.54578243974923e-07
1210.9999997628147824.74370436620164e-072.37185218310082e-07
1220.999999583863778.32272458952402e-074.16136229476201e-07
1230.999999438836261.12232747909258e-065.61163739546288e-07
1240.9999994715047471.05699050533772e-065.2849525266886e-07
1250.9999990438502981.91229940353844e-069.5614970176922e-07
1260.9999993583027641.28339447127372e-066.41697235636862e-07
1270.9999998533857532.93228493589492e-071.46614246794746e-07
1280.9999996478712937.04257413912867e-073.52128706956434e-07
1290.999999792775374.1444926076388e-072.0722463038194e-07
1300.9999995306242229.38751556899235e-074.69375778449617e-07
1310.9999988335457942.33290841251976e-061.16645420625988e-06
1320.9999984226827533.15463449475932e-061.57731724737966e-06
1330.9999979850991474.02980170527035e-062.01490085263517e-06
1340.9999971592535485.68149290423639e-062.8407464521182e-06
1350.999995080718859.83856230121921e-064.91928115060961e-06
1360.9999984038500023.19229999605658e-061.59614999802829e-06
1370.9999955733468968.85330620871697e-064.42665310435849e-06
1380.9999945734112331.08531775336486e-055.4265887668243e-06
1390.9999999999148181.70364690024784e-108.5182345012392e-11
1400.9999999997335735.32853044796635e-102.66426522398317e-10
1410.9999999988800812.23983757531936e-091.11991878765968e-09
1420.9999999956018038.79639439655291e-094.39819719827646e-09
1430.9999999785044294.29911418224305e-082.14955709112153e-08
1440.9999998915826032.16834794198993e-071.08417397099497e-07
1450.9999995662894068.67421187592624e-074.33710593796312e-07
1460.9999999619116167.61767687250551e-083.80883843625275e-08
1470.9999999883322082.33355835802258e-081.16677917901129e-08
1480.999999983050313.38993818813469e-081.69496909406734e-08
1490.9999998256909843.48618031001204e-071.74309015500602e-07
1500.999998524100962.95179807910594e-061.47589903955297e-06
1510.9999869485502342.6102899531644e-051.3051449765822e-05
1520.9999019406659040.0001961186681929859.80593340964924e-05
1530.9992223339967970.001555332006405690.000777666003202845
1540.9944463069584530.01110738608309380.00555369304154691


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level980.675862068965517NOK
5% type I error level1270.875862068965517NOK
10% type I error level1300.896551724137931NOK