Multiple Linear Regression - Estimated Regression Equation
Time_RFC[t] = -1811.18055324893 + 59.0752492545971Pageviews[t] + 92.3961601479068Logins[t] + 23.541208393644Bloggend_computations[t] + 208.020695008215Reviewed_compendiums[t] + 75.872968927679Long_fbmessages_PR[t] + 0.799983888353794Time_compendium[t] -5.92383293527962t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-1811.1805532489311188.193724-0.16190.8716070.435804
Pageviews59.07524925459715.62583110.500700
Logins92.396160147906883.9085641.10120.2725260.136263
Bloggend_computations23.541208393644117.8614780.19970.8419470.420973
Reviewed_compendiums208.020695008215515.3942060.40360.6870490.343524
Long_fbmessages_PR75.872968927679139.3704180.54440.5869450.293472
Time_compendium0.7999838883537940.0836989.55800
t-5.9238329352796266.560816-0.0890.9291970.464599


Multiple Linear Regression - Regression Statistics
Multiple R0.955751861731662
R-squared0.913461621203538
Adjusted R-squared0.909578488821645
F-TEST (value)235.238341464511
F-TEST (DF numerator)7
F-TEST (DF denominator)156
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation37860.823684497
Sum Squared Residuals223616947330.697


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1279055282063.131244956-3008.13124495634
2212408201363.09319493811044.9068050624
3233939227464.9067912246474.09320877581
4222117277334.106921879-55217.1069218792
5189911180344.9029111349566.09708886612
67084990279.4332989313-19430.4332989313
7605767557383.36257064848383.6374293522
83318633324.0344139196-138.034413919595
9227332243238.437076953-15906.4370769532
10267925229129.02975500538795.9702449953
11371987318094.86856839153892.1314316087
12264989257350.4751131217638.5248868795
13212638205892.1895081746745.81049182609
14368577293128.82319112975448.1768088708
15269455248806.77551109220648.2244889083
16398124484640.080502021-86516.0805020206
17335567298818.27586265136748.7241373487
18428322350894.58993761777427.4100623829
19182016196312.126640117-14296.1266401168
20267365284226.401319265-16861.401319265
21279428292683.320452063-13255.3204520634
22508849337106.102376944171742.897623056
23217270205424.17696966311845.8230303372
24200004222483.731600704-22479.7316007038
25257139336534.078147223-79395.0781472229
26270941310222.741104076-39281.7411040762
27324969350739.855431563-25770.8554315626
28329962292126.87362126237835.1263787383
29190867177300.71844949813566.2815505021
30393860403651.231567655-9791.23156765492
31327660340229.525762867-12569.5257628668
32269239249105.43582744620133.5641725541
33396136346871.02419330449264.975806696
34130446127562.3155986582883.6844013424
35430118394926.9581897735191.0418102298
36273950267419.5674370636530.43256293746
37428077405551.21659749822525.7834025021
38254312230479.8958647723832.10413523
39120351114486.7560634465864.24393655444
40395658395275.118171152382.88182884763
41345875335998.0580273229876.94197267793
42216827210221.342809516605.65719049007
43224524248734.896142639-24210.8961426392
44182485178752.3729901833732.62700981697
45157164273716.409726252-116552.409726252
46459455426363.63946295233091.3605370477
4778800112482.577179777-33682.5771797774
48255072279467.277491536-24395.2774915363
49368086435000.027353398-66914.0273533976
50230299281356.686396892-51057.6863968919
51244782286585.950830894-41803.9508308943
522418842990.0923734585-18802.0923734585
53400109367077.84266673333031.1573332669
546502972345.4370798589-7316.43707985889
55101097115750.506677247-14653.5066772474
56309810325733.300058986-15923.3000589861
57375638383615.058094367-7977.05809436682
58367127428895.189207912-61768.1892079121
59381998365023.45584653216974.5441534681
60280106233950.88407684546155.1159231553
61400971441730.650163123-40759.6501631234
62315924390469.985396299-74545.9853962989
63291391290049.3252616731341.6747383265
64295075297385.520802487-2310.52080248669
65280018253316.07549520626701.9245047943
66267432262189.7130569545242.28694304596
67217181249806.335624085-32625.3356240845
68258166323588.029659889-65422.0296598886
69264771270408.071496542-5637.07149654206
70182961198976.965024268-16015.9650242681
71256967269124.321478857-12157.3214788574
727356682917.8658286436-9351.86582864361
73272362262295.85305378610066.1469462136
74229056223427.2848098725628.71519012824
75229851230333.871949965-482.8719499646
76371391250043.814943022121347.185056978
77398210353057.33999610845152.6600038917
78220419291634.996591918-71215.9965919184
79231884240769.651974947-8885.65197494705
80219381212108.6510762587272.34892374219
81206169214815.802398547-8646.80239854744
82483074424719.77253056458354.2274694362
83146100154362.602124282-8262.60212428249
84295224281587.63135756113636.3686424392
8580953100889.620533886-19936.6205338859
86217384197435.95915864819948.0408413522
87179344197210.939209051-17866.9392090505
88415550374258.68291366441291.3170863356
89389059364301.77233636724757.2276636329
90180679281145.305789536-100466.305789536
91299505272626.04908681326878.9509131873
92292260255509.80197452136750.1980254789
93199481208438.473512305-8957.47351230535
94282361277898.5974842434462.40251575694
95329281289043.57127361340237.4287263867
96234577251317.362957457-16740.362957457
97297995284918.58091878313076.419081217
98342490343193.294282841-703.294282840735
99416463448599.698921152-32136.6989211521
100415683449449.771204814-33766.7712048136
101297080299407.916597306-2327.91659730599
102331792336333.947875836-4541.94787583588
103229772239453.668585622-9681.66858562247
1044328759247.5697688501-15960.5697688501
105238089239926.503848921-1837.50384892054
106263322296182.388291845-32860.3882918446
107302082303794.429820288-1712.42982028843
108321797302960.7619963118836.2380036903
109193926251924.531671554-57998.5316715538
110175138313488.731098274-138350.731098274
111354041294692.85175948559348.1482405151
112303273258815.81947380844457.1805261923
1132366827513.8971964326-3845.8971964326
114196743241114.88259795-44371.88259795
1156185755920.83276618955936.16723381051
116217543204431.26105042813111.738949572
117440711406374.34420534434336.6557946559
1182105427221.9253265371-6167.92532653709
119252805244197.5209078838607.479092117
1203196141870.2497338278-9909.24973382785
121360436387254.274198842-26818.2741988416
122251948231474.18266103920473.817338961
123187320154813.54887379432506.4511262065
124180842201299.796505309-20457.7965053092
1253821448964.8833041775-10750.8833041775
126280392243610.64617402536781.353825975
127358276325866.0289296132409.9710703902
128211775213661.730081734-1886.73008173372
129447335418693.03053820628641.9694617938
130348017367269.792508154-19252.7925081535
131441946453459.607449793-11513.6074497928
132215177213864.4402765361312.55972346401
133130177151120.832864992-20943.8328649924
134318037308818.4694646379218.53053536338
135466139467417.718984573-1278.71898457333
136162279150364.06237607811914.9376239224
137416643413257.6948841843385.30511581599
138178322206647.324651171-28325.3246511711
139292443264385.30568376528057.6943162353
140283913271353.72376375112559.2762362487
141244931224803.26939923120127.7306007686
142387072378624.6750670058447.32493299505
143246963272228.950878183-25265.9508781825
144173260143347.2179091129912.7820908903
145346748340822.1988217495925.80117825137
146178402210871.707751022-32469.707751022
147268750302258.677675246-33508.6776752456
148314070331773.239684923-17703.2396849231
1491-2575.681162096362576.68116209636
1501468816909.2194012921-2221.21940129212
15198-2317.906920055222415.90692005522
152455-2054.20884507882509.2088450788
1530-2717.526992346682717.52699234668
1540-2723.450825281962723.45082528196
155291847253748.66147920238098.3385207983
156415421383091.31075303132329.6892469695
1570-2741.22232408782741.2223240878
158203-2141.260519413052344.26051941305
159719910189.9935130427-2990.9935130427
1604666046757.8689625724-97.8689625724159
1611754712674.06228420134872.93771579866
16212155099267.402062244822282.5979377552
163969-878.7907730203461847.79077302035
164242774201647.15806663341126.8419333667


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.4556630523123330.9113261046246660.544336947687667
120.2964595030573220.5929190061146440.703540496942678
130.1977925915174810.3955851830349620.802207408482519
140.2985541279881380.5971082559762760.701445872011862
150.3263167063167640.6526334126335280.673683293683236
160.7206059767015590.5587880465968830.279394023298441
170.6883072496986160.6233855006027680.311692750301384
180.8074014381093440.3851971237813120.192598561890656
190.8778058794758590.2443882410482820.122194120524141
200.8453299050628490.3093401898743030.154670094937151
210.8237708627170410.3524582745659170.176229137282959
220.9970763731408710.00584725371825790.00292362685912895
230.9969465408392330.006106918321533480.00305345916076674
240.9956508192338710.008698361532257610.0043491807661288
250.9980496824797790.003900635040441630.00195031752022082
260.9983451807487960.003309638502408950.00165481925120448
270.9989990374967610.002001925006478580.00100096250323929
280.9987833772026670.002433245594665380.00121662279733269
290.9980639044303470.00387219113930630.00193609556965315
300.9986742424052670.002651515189465770.00132575759473289
310.998134129386190.003731741227620290.00186587061381014
320.9973318002398030.005336399520393210.00266819976019661
330.9973635798743640.005272840251271320.00263642012563566
340.9961516765461510.007696646907697440.00384832345384872
350.9952791695571790.009441660885642730.00472083044282136
360.9932287853986610.0135424292026780.00677121460133902
370.991694174401330.01661165119734040.00830582559867018
380.9893128584558390.02137428308832130.0106871415441607
390.9859895937150050.02802081256998960.0140104062849948
400.9806945093137370.03861098137252570.0193054906862629
410.9746224158739460.05075516825210690.0253775841260535
420.9664844605354570.06703107892908530.0335155394645427
430.9676440184801650.064711963039670.032355981519835
440.9578670838779810.08426583224403740.0421329161220187
450.9961273556396080.007745288720784110.00387264436039205
460.9959643111533640.008071377693272140.00403568884663607
470.995528744368910.008942511262180660.00447125563109033
480.9937868898862860.01242622022742860.00621311011371429
490.9965681474417190.006863705116562130.00343185255828106
500.9962712937002720.007457412599455390.0037287062997277
510.9958337753076040.008332449384792810.00416622469239641
520.9945496574080.01090068518399990.00545034259199994
530.9941825230630420.01163495387391620.00581747693695811
540.9918111485068320.01637770298633510.00818885149316753
550.9888818752088330.02223624958233480.0111181247911674
560.9849712321148910.03005753577021730.0150287678851087
570.9802062526506920.03958749469861630.0197937473493081
580.986284975813430.02743004837314040.0137150241865702
590.9852018731244710.02959625375105870.0147981268755293
600.9906622607820520.01867547843589660.00933773921794832
610.9893038424609260.02139231507814750.0106961575390737
620.993558211891620.01288357621675940.00644178810837969
630.9927429563955380.01451408720892360.00725704360446182
640.9903088281086580.01938234378268420.00969117189134212
650.9901928522620150.01961429547597070.00980714773798533
660.9887530825437270.02249383491254580.0112469174562729
670.9861122041990840.02777559160183130.0138877958009156
680.9902890419564780.01942191608704450.00971095804352224
690.9875290232676610.02494195346467760.0124709767323388
700.9834991511426780.03300169771464440.0165008488573222
710.9788790600132630.04224187997347360.0211209399867368
720.9726403327290360.05471933454192860.0273596672709643
730.9670515649463180.06589687010736330.0329484350536817
740.9622145163239390.07557096735212150.0377854836760607
750.9532224179696070.09355516406078570.0467775820303929
760.9986122389089980.002775522182003760.00138776109100188
770.9990887199775470.001822560044905420.000911280022452709
780.9995619590804240.0008760818391526410.00043804091957632
790.999337123530660.001325752938680050.000662876469340025
800.9990735867925320.001852826414935410.000926413207467706
810.9986533711804930.00269325763901380.0013466288195069
820.9994153805003740.001169238999251190.000584619499625596
830.9991203592590550.001759281481890230.000879640740945114
840.9988543804314940.002291239137012320.00114561956850616
850.9983896789691070.003220642061785650.00161032103089283
860.9981466212804880.003706757439023590.0018533787195118
870.9973785721699150.005242855660169320.00262142783008466
880.9981603254503430.003679349099313750.00183967454965688
890.9978838420616570.00423231587668640.0021161579383432
900.9997703012923250.0004593974153493270.000229698707674664
910.9997529026203870.0004941947592252920.000247097379612646
920.9998172040325850.0003655919348296850.000182795967414842
930.9997124230140960.0005751539718071370.000287576985903569
940.9996032196860950.0007935606278103470.000396780313905173
950.9997496622914040.0005006754171918950.000250337708595947
960.9996115491624430.0007769016751130220.000388450837556511
970.9995200182133250.0009599635733490990.00047998178667455
980.9992847402080450.001430519583910690.000715259791955343
990.9990520393029190.001895921394162240.000947960697081122
1000.9987671396167540.002465720766491330.00123286038324566
1010.9981852508680540.003629498263891680.00181474913194584
1020.9973439432012460.005312113597507490.00265605679875375
1030.9961060234377650.007787953124470660.00389397656223533
1040.994409438894940.01118112221012060.00559056110506032
1050.9921978556578080.01560428868438470.00780214434219235
1060.9909489745480560.01810205090388740.00905102545194369
1070.9874109701985830.02517805960283470.0125890298014173
1080.9863497390240910.02730052195181790.0136502609759089
1090.9944659402949470.01106811941010690.00553405970505345
1100.9999985966435372.80671292608083e-061.40335646304041e-06
1110.9999998413490813.17301838870964e-071.58650919435482e-07
1120.9999999548018069.03963870341011e-084.51981935170506e-08
1130.999999900546331.98907340429571e-079.94536702147853e-08
1140.9999999651565396.9686922661358e-083.4843461330679e-08
1150.9999999252507391.49498522441553e-077.47492612207767e-08
1160.9999998448461383.10307723517286e-071.55153861758643e-07
1170.9999999358690371.28261925646406e-076.4130962823203e-08
1180.9999998525006732.9499865419988e-071.4749932709994e-07
1190.9999997086554455.826891097283e-072.9134455486415e-07
1200.999999366968171.26606365966499e-066.33031829832496e-07
1210.9999994846699071.03066018631734e-065.15330093158672e-07
1220.9999991621373281.67572534491922e-068.37862672459609e-07
1230.9999990527295731.89454085335066e-069.47270426675328e-07
1240.9999988967327542.20653449211808e-061.10326724605904e-06
1250.9999980883655753.82326884931576e-061.91163442465788e-06
1260.9999986818681792.63626364202467e-061.31813182101234e-06
1270.9999997314691225.37061755161845e-072.68530877580922e-07
1280.9999993483175761.30336484760493e-066.51682423802465e-07
1290.9999997397949035.20410194703527e-072.60205097351763e-07
1300.9999993347647421.33047051665595e-066.65235258327973e-07
1310.9999983087022193.38259556219346e-061.69129778109673e-06
1320.9999974874293495.02514130237117e-062.51257065118558e-06
1330.9999958368558038.32628839385516e-064.16314419692758e-06
1340.9999935757195991.28485608026369e-056.42428040131844e-06
1350.9999890210949142.19578101722908e-051.09789050861454e-05
1360.9999964297059117.14058817898438e-063.57029408949219e-06
1370.9999902588084961.94823830075036e-059.74119150375182e-06
1380.9999872375171312.55249657378661e-051.2762482868933e-05
1390.9999999995912218.17557871694149e-104.08778935847075e-10
1400.999999998671192.65762035448196e-091.32881017724098e-09
1410.9999999949197511.01604978358608e-085.08024891793042e-09
1420.9999999797555914.04888189328643e-082.02444094664321e-08
1430.9999999081460671.83707866356956e-079.18539331784782e-08
1440.999999555879588.88240839087762e-074.44120419543881e-07
1450.9999984242402653.15151947059015e-061.57575973529507e-06
1460.9999998917948442.16410310903454e-071.08205155451727e-07
1470.9999999013468811.97306237075334e-079.8653118537667e-08
1480.999999846545953.06908099392348e-071.53454049696174e-07
1490.9999984807638843.03847223160258e-061.51923611580129e-06
1500.9999896812544042.06374911920635e-051.03187455960317e-05
1510.9999059164015580.0001881671968835739.40835984417863e-05
1520.9992341616614150.0015316766771710.0007658383385855
1530.9942340516236450.01153189675271040.0057659483763552


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level910.636363636363636NOK
5% type I error level1240.867132867132867NOK
10% type I error level1320.923076923076923NOK