Multiple Linear Regression - Estimated Regression Equation
Time_in_RFC[t] = -1486.68389768226 + 8004.31970344028Gender[t] -3317.24691748767Shared_compendiums[t] + 5615.66767798692Shared_compendiums_g[t] + 2738.54285327727Reviewed_compendiums[t] -511.93590815389Reviewed_compendiums_g[t] + 57.8991110467329Long_feedback[t] + 178.575753192048Long_feedback_g[t] + 405.539614261007Blogs[t] + 329.388098482687Blogs_g[t] + 0.88643615947356Characters[t] -0.906943160866741Characters_g[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-1486.6838976822620795.213026-0.07150.94310.47155
Gender8004.3197034402822767.1398130.35160.7256450.362823
Shared_compendiums-3317.246917487671764.863726-1.87960.0620760.031038
Shared_compendiums_g5615.667677986922491.5730332.25390.0256350.012817
Reviewed_compendiums2738.542853277271501.8420431.82350.0701990.035099
Reviewed_compendiums_g-511.935908153891874.485635-0.27310.7851410.392571
Long_feedback57.8991110467329364.6050450.15880.8740380.437019
Long_feedback_g178.575753192048482.9467890.36980.7120740.356037
Blogs405.539614261007214.8118151.88790.0609470.030474
Blogs_g329.388098482687251.5993171.30920.192450.096225
Characters0.886436159473560.3269462.71130.0074750.003737
Characters_g-0.9069431608667410.36132-2.51010.0131170.006559


Multiple Linear Regression - Regression Statistics
Multiple R0.823446818481786
R-squared0.678064662867776
Adjusted R-squared0.65476671083847
F-TEST (value)29.1040457983114
F-TEST (DF numerator)11
F-TEST (DF denominator)152
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation37574.7822262195
Sum Squared Residuals214603367420.868


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1146455195994.515788172-49539.5157881723
284944128645.336204182-43701.3362041817
3113337119961.744227447-6624.74422744666
4128655167953.996485469-39298.9964854689
57439886401.9271155271-12003.9271155271
63552398676.8885227954-63153.8885227954
7293403186720.5396513106682.4603487
83275071325.5154647553-38575.5154647553
9106539132065.440517777-25526.4405177766
10130539126047.7456699454491.25433005525
11154991158113.171252564-3122.17125256382
12126683168611.300843059-41928.3008430591
13100672112630.924893342-11958.9248933416
14179562173221.5917670446340.40823295554
15125971119180.3919079386790.60809206249
16234509212865.51073148421643.4892685164
17158980187764.659404876-28784.6594048761
18184217146839.46596272437377.5340372764
19107342171355.062214724-64013.0622147238
20141371166363.732650158-24992.7326501582
21154730189813.180497579-35083.1804975794
22264020149780.777830695114239.222169305
239093882544.81626572918393.18373427094
24101324162446.616042588-61122.6160425879
25130232160403.552842608-30171.5528426084
26137793144763.983640152-6970.9836401518
27161678138255.45759367223422.5424063276
28151503155968.848899066-4465.84889906551
29105324102706.195616382617.80438361958
30175914158617.21330355217296.7866964478
31181853185076.567335951-3223.56733595125
32114928149985.463594781-35057.463594781
33190410178988.79122188211421.2087781184
346149983229.9865792595-21730.9865792595
35223004194150.64254686628853.3574531345
36167131126522.83133126740608.168668733
37233482159421.06056429774060.9394357029
38121185114454.7547080426730.24529195763
397877655866.946328230922909.0536717691
40188967145593.88917510443373.1108248957
41199512114971.96234076784540.0376592327
42102531115045.625356301-12514.6253563007
43118958119106.958901982-148.958901982256
446894886465.6605069911-17517.6605069911
4593125114048.610912721-20923.6109127211
46277108159193.625580093117914.374419907
4778800104699.368900848-25899.3689008476
48157250183679.684138891-26429.6841388908
49210554203435.467062477118.53293752997
50127324156050.595871905-28726.5958719047
51114397134852.117576784-20455.117576784
522418817985.85374144876202.14625855132
53246209195217.08068811950991.9193118811
546502972123.413974226-7094.41397422597
559803071569.838039259126460.1619607409
56173587155633.78884817617953.2111518243
57172684202148.375463157-29464.3754631569
58191381216892.068607042-25511.0686070421
59191276204345.777836514-13069.7778365136
6013404398875.796493524535167.2035064755
61233406201633.78168659131772.2183134085
62195304190858.5657911874445.43420881287
63127619111227.05820539716391.9417946028
64162810137775.74388937925034.2561106211
65129100148008.898206397-18908.8982063967
66108715109302.26274242-587.262742420178
67106469158568.19445962-52099.1944596195
68142069137735.5386385264333.46136147365
69143937176685.104921493-32748.1049214929
7084256114693.060544537-30437.0605445375
71118807113051.8438098715755.15619012858
726947167216.23907037952254.76092962053
73122433142501.233366755-20068.2333667551
74131122129232.7029552871889.29704471269
7594763144827.978545625-50064.9785456247
76188780159717.27984069629062.7201593044
77191467150489.10246464540977.8975353554
78105615119200.99632114-13585.9963211403
7989318134853.393649184-45535.3936491845
80107335113725.337185801-6390.33718580081
819859993494.49865782815104.50134217196
82260646151250.562620993109395.437379007
83131876112292.08631903919583.9136809614
84119291162642.481521852-43351.4815218524
858095372179.97260744178773.02739255829
869976887464.448448736412303.5515512636
8784572146631.745540915-62059.7455409145
88202373114032.74211163888340.2578883619
89166790120183.3016552146606.6983447902
9099946164361.936114074-64415.9361140742
91116900103171.00178822913728.9982117712
92142146185958.985437204-43812.985437204
9399246114083.132413267-14837.132413267
94156833132091.19664621324741.803353787
95175078142349.61768873632728.3823112635
96130533125334.613402475198.3865975296
97142339173278.384298108-30939.3842981082
98176789180312.078314348-3523.07831434751
99181379194021.218661402-12642.2186614021
100228548223336.0421090665211.95789093372
101142141143945.058352136-1804.05835213644
102167845184830.423661667-16985.4236616667
10310301278303.185406343824708.8145936562
10443287108265.518729871-64978.5187298706
105125366103580.5244773721785.4755226304
106118372166754.276317928-48382.2763179275
107135171128732.3188958536438.68110414704
108175568152309.41584991223258.5841500884
1097411296221.3721079328-22109.3721079328
11088817105435.208556047-16618.2085560473
111164767144439.90836911820327.0916308821
112141933156076.037042056-14143.0370420559
1132293816804.49541343486133.5045865652
114115199126704.888794267-11505.8887942674
1156185767360.2199590439-5503.21995904386
11691185131051.500119326-39866.5001193263
117213765180088.97445576833676.0255442316
118210549439.8131705416311614.1868294584
119167105113847.50799511753257.4920048834
1203141454831.4691102321-23417.4691102321
121178863141229.80468412337633.1953158774
122126681148355.860934885-21674.8609348849
1236432091413.3596856166-27093.3596856166
1246774694884.2646991985-27138.2646991985
1253821440875.3989964362-2661.39899643622
12690961110949.867610174-19988.8676101735
127181510185934.917488495-4424.91748849492
128116775169303.152617502-52528.1526175019
129223914169405.12520083454508.8747991658
130185139177094.9642744098044.03572559142
131242879228952.77976575213926.2202342476
132139144125208.78900251713935.2109974831
1337581285846.5010605414-10034.5010605414
134178218146555.69339577631662.3066042239
135246834191977.01610837654856.9838916236
1365099989611.6810217805-38612.6810217805
137223842156524.27669567467317.7233043264
13893577127252.47654585-33675.4765458501
139155383146992.0391364998390.96086350117
140111664142983.746594095-31319.7465940953
1417542661013.374695474214412.6253045258
142243551154280.48484009889270.5151599023
143136548181618.531727221-45070.5317272209
14417326088876.959318747884383.0406812522
145185039166245.74890054518793.2510994547
14667507150138.653769387-82631.6537693869
147139350145867.38124138-6517.38124137985
148172964202551.504413682-29587.5044136822
149027203.4226502513-27203.4226502513
1501468810068.76070008544619.23929991464
151986517.63580575803-6419.63580575803
1524556517.63580575803-6062.63580575803
15308816.05656625728-8816.05656625728
15406517.63580575803-6517.63580575803
155128066124918.7667248823147.23327511817
156176460170804.3278232785655.6721767216
15706517.63580575803-6517.63580575803
1582036517.63580575803-6314.63580575803
159719910893.4885719298-3694.4885719298
1604666030152.191270538616507.8087294614
1611754711814.4148585985732.58514140202
1627356777812.4734660098-4245.47346600979
1639696517.63580575802-5548.63580575802
16410106087863.740638685513196.2593613145


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.9946699004390540.01066019912189170.00533009956094584
160.987526863987440.02494627202512020.0124731360125601
170.9775910809186120.04481783816277620.0224089190813881
180.9712587715077140.05748245698457290.0287412284922865
190.9875529868905640.02489402621887290.0124470131094364
200.9780992057024760.04380158859504740.0219007942975237
210.9730764296849680.05384714063006320.0269235703150316
220.9986517750696310.002696449860737110.00134822493036856
230.9977946695346180.004410660930764670.00220533046538234
240.9981265181013370.003746963797326790.0018734818986634
250.9978350040741970.004329991851606870.00216499592580344
260.9962570102948720.007485979410255640.00374298970512782
270.9952022731302290.009595453739542320.00479772686977116
280.9922275012636880.01554499747262420.00777249873631212
290.9880018535242810.02399629295143730.0119981464757187
300.9824099469328380.0351801061343230.0175900530671615
310.9776690965363880.0446618069272230.0223309034636115
320.9745779505108650.05084409897826920.0254220494891346
330.9654157442788660.06916851144226780.0345842557211339
340.9553412776768840.08931744464623180.0446587223231159
350.944826137022250.11034772595550.0551738629777499
360.9446980483722210.1106039032555580.0553019516277789
370.9735575493537390.05288490129252150.0264424506462607
380.9636098615016340.07278027699673270.0363901384983664
390.9554790227013160.08904195459736840.0445209772986842
400.9586968949590390.08260621008192160.0413031050409608
410.9882406814929210.02351863701415770.0117593185070788
420.983659850718750.0326802985625010.0163401492812505
430.9772557430167050.04548851396658960.0227442569832948
440.9702733887160030.0594532225679940.029726611283997
450.9633162125508510.07336757489829790.0366837874491489
460.9982347509276570.003530498144685840.00176524907234292
470.9976591151761360.0046817696477280.002340884823864
480.9969758030410840.006048393917832180.00302419695891609
490.9955584204010830.008883159197833080.00444157959891654
500.9945659689137340.01086806217253250.00543403108626623
510.9929841231667910.01403175366641770.00701587683320887
520.990349621788860.01930075642227990.00965037821113994
530.9925171814263660.01496563714726820.00748281857363411
540.9895824299834320.02083514003313580.0104175700165679
550.9875614422878120.02487711542437590.0124385577121879
560.9852827597356650.02943448052866930.0147172402643346
570.982079708536260.03584058292747910.0179202914637396
580.9796322237763870.04073555244722620.0203677762236131
590.974141580435030.05171683912994020.0258584195649701
600.9726865663263280.05462686734734390.027313433673672
610.9697163172265580.06056736554688450.0302836827734423
620.9609982633700380.07800347325992380.0390017366299619
630.9527544736272090.09449105274558110.0472455263727905
640.9498423369368640.1003153261262730.0501576630631363
650.9387458741892720.1225082516214570.0612541258107284
660.9226529540598360.1546940918803270.0773470459401637
670.9234442916313890.1531114167372210.0765557083686106
680.9044946110770960.1910107778458070.0955053889229035
690.8916576472525760.2166847054948470.108342352747424
700.8753606567817510.2492786864364980.124639343218249
710.8491036257502350.301792748499530.150896374249765
720.8190519683301910.3618960633396190.180948031669809
730.7900970187600640.4198059624798730.209902981239936
740.7536820652249620.4926358695500760.246317934775038
750.7470234051526480.5059531896947030.252976594847352
760.7171878335511520.5656243328976970.282812166448848
770.6982299336237490.6035401327525020.301770066376251
780.6579728922327280.6840542155345430.342027107767272
790.6515570975312190.6968858049375620.348442902468781
800.650878287058980.6982434258820410.34912171294102
810.611020787694040.777958424611920.38897921230596
820.8074522120632720.3850955758734560.192547787936728
830.790703074442010.418593851115980.20929692555799
840.8782096429609880.2435807140780250.121790357039012
850.8547566265181820.2904867469636360.145243373481818
860.8282858784162640.3434282431674730.171714121583736
870.863703194349930.2725936113001390.13629680565007
880.9368319882400840.1263360235198320.063168011759916
890.9419975075956140.1160049848087710.0580024924043857
900.9667740308925410.0664519382149170.0332259691074585
910.9589767307898430.08204653842031330.0410232692101566
920.9621457272902490.07570854541950140.0378542727097507
930.9521353520862070.09572929582758560.0478646479137928
940.9441716634824830.1116566730350350.0558283365175174
950.9450435531842980.1099128936314030.0549564468157015
960.9303856914112370.1392286171775260.0696143085887628
970.9262513100834270.1474973798331460.0737486899165731
980.9083578385397280.1832843229205440.0916421614602722
990.8898701425378790.2202597149242420.110129857462121
1000.8921792324831850.2156415350336290.107820767516815
1010.866891270982350.26621745803530.13310872901765
1020.8480141622699160.3039716754601670.151985837730084
1030.8509477577638870.2981044844722260.149052242236113
1040.9074026878187130.1851946243625740.0925973121812871
1050.8927321858661150.2145356282677710.107267814133885
1060.9140504901884360.1718990196231280.0859495098115641
1070.8928942188856120.2142115622287750.107105781114388
1080.875285448553960.249429102892080.12471455144604
1090.85882062475830.2823587504833990.1411793752417
1100.8319840562218950.336031887556210.168015943778105
1110.8027484276587790.3945031446824420.197251572341221
1120.7666033590455440.4667932819089130.233396640954456
1130.7238746511362020.5522506977275960.276125348863798
1140.6814283666271520.6371432667456960.318571633372848
1150.6327252835395130.7345494329209740.367274716460487
1160.6138832265922490.7722335468155020.386116773407751
1170.5857934933789510.8284130132420980.414206506621049
1180.5343646254194140.9312707491611720.465635374580586
1190.5750436368197340.8499127263605330.424956363180266
1200.5380902360502480.9238195278995040.461909763949752
1210.5283129360764180.9433741278471650.471687063923582
1220.4928332207254870.9856664414509740.507166779274513
1230.4565156312052570.9130312624105140.543484368794743
1240.4266965396759030.8533930793518050.573303460324097
1250.3690943497021090.7381886994042180.630905650297891
1260.325673365661030.6513467313220610.67432663433897
1270.2724159632388560.5448319264777120.727584036761144
1280.3179509593395660.6359019186791330.682049040660434
1290.3473186799082720.6946373598165440.652681320091728
1300.2903477251522270.5806954503044530.709652274847773
1310.2401644101951650.480328820390330.759835589804835
1320.1963715616239090.3927431232478170.803628438376091
1330.1537922236588960.3075844473177920.846207776341104
1340.1351544635427250.2703089270854510.864845536457275
1350.1528492797935890.3056985595871790.847150720206411
1360.1672643252647220.3345286505294450.832735674735278
1370.2694823589006180.5389647178012370.730517641099382
1380.26074283394510.52148566789020.7392571660549
1390.2224135455526250.444827091105250.777586454447375
1400.1830367142463730.3660734284927460.816963285753627
1410.1372178089910710.2744356179821420.862782191008929
1420.4038117855535440.8076235711070870.596188214446456
1430.3626665833794490.7253331667588980.637333416620551
1440.976859463563950.04628107287209980.0231405364360499
1450.9961152093775330.007769581244934250.00388479062246712
1460.9907696917261920.01846061654761590.00923030827380795
1470.9823110035708440.03537799285831220.0176889964291561
1480.9904008426301490.01919831473970090.00959915736985046
1490.9740128050958970.05197438980820520.0259871949041026


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level110.0814814814814815NOK
5% type I error level360.266666666666667NOK
10% type I error level570.422222222222222NOK