Multiple Linear Regression - Estimated Regression Equation
Seconds[t] = + 5911.69228187751 + 0.274238307172776Character[t] + 653.666225070366Blogs[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5911.692281877513213.2506041.83980.0676410.033821
Character0.2742383071727760.0628494.36352.3e-051.1e-05
Blogs653.66622507036649.17264113.293300


Multiple Linear Regression - Regression Statistics
Multiple R0.879711170468565
R-squared0.773891743447172
Adjusted R-squared0.771082945229124
F-TEST (value)275.524150675771
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation19077.947230474
Sum Squared Residuals58598859355.1289


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1114468115786.084771086-1318.08477108617
28859479051.79954402269542.2004559774
37415167642.39675146216508.60324853789
47792198384.7313058781-20463.7313058781
55321247820.81076607285391.18923392719
63495641877.7206910058-6921.72069100579
7149703108723.8640246140979.1359753901
8685315434.5764789189-8581.57647891886
95890768321.7260578623-9414.72605786234
106706762442.25153100384624.74846899624
1111056384312.274612373726250.7253876263
125812669670.8580502377-11544.8580502377
135711355703.0450705291409.95492947104
147799398995.3395370371-21002.3395370371
156809162863.44055128785227.55944871218
16124676103772.37348937620903.6265106241
17109522114718.633960025-5196.63396002537
187586574520.40881489961344.5911851004
1979746100967.976700064-21221.9767000642
207784493628.6573641139-15784.6573641139
219868192514.46814160436166.53185839574
2210553186555.856643202318975.1433567977
235142843550.06174830837877.93825169173
246570390688.9021706032-24985.9021706032
257256289637.1572430623-17075.1572430623
268172871793.02939068499934.97060931509
279558078241.310026782717338.6899732173
289827885414.986845515412863.0131544846
294662943379.83663925023249.16336074982
3011518982991.073907796732197.9260922033
3112486591927.874982246932937.1250177531
325939279932.4171882025-20540.4171882025
3312781885089.663333512342728.3366664877
341782125860.760640254-8039.760640254
35154076118835.6506070135240.3493929897
366488152676.98168995512204.018310045
3713650673251.859285614563254.1407143855
386652461892.99064158484631.0093584152
394598835540.229751320610447.7702486794
4010744584829.959656619722615.0403433803
4110277274614.900551959528157.0994480405
424665758062.4709865288-11405.4709865288
439756358771.966506718138791.0334932819
443666343847.4924123612-7184.49241236119
455536943385.403444460311983.5965555397
467792171604.24069549096316.75930450905
475696828697.322770886328270.6772291137
487751990814.5801949845-13295.5801949845
49129805119322.5851006910482.41489931
507276187490.3428948176-14729.3428948176
518127876573.97955902034704.02044097965
521504912119.07378504812929.92621495191
53113935110168.784645573766.21535443006
542510928565.4141451362-3456.41414513624
554582437483.63873502458340.3612649755
568964487527.52398504872116.47601495126
57109011100495.702474958515.29752505022
58134245172366.078635829-38121.0786358292
59136692120427.1323832316264.8676167699
605074156539.8640449426-5798.86404494263
61149510112311.13688088937198.8631191111
62147888132073.01321532515814.9867846745
635498748552.87070714656434.12929285352
647446777409.0762238948-2942.07622389478
6510003382995.582199626217037.4178003738
668550568051.2040283917453.79597161
676242686545.4407469001-24119.4407469001
688293275207.25529545277724.74470454734
6972002102512.914843761-30510.9148437609
706546971159.2262229605-5690.22622296052
716357266978.2300113377-3406.23001133769
722382428456.0699402705-4632.06994027051
737383165076.03623309118754.96376690889
746355182112.0248137636-18561.0248137636
755675686250.4730682413-29494.4730682413
768139989817.33439056-8418.33439056
7711788195611.008187436422269.9918125636
787071192770.4684392225-22059.4684392225
795049571191.1531861369-20696.1531861369
805384561271.4897578351-7426.48975783507
815139044614.69329660116775.30670339891
8210495394664.063312768810288.9366872312
836598339979.089431067226003.9105689328
8476839101930.863256711-25091.8632567107
855579259352.2547646957-3560.25476469567
862515527792.1774384533-2637.17743845332
875529180721.4033776238-25430.4033776238
888427960965.286047637823313.7139523622
899969247898.735464843251793.2645351568
9059633110984.958867249-51351.9588672495
916324950942.580736164812306.4192638352
9282928117616.974009783-34688.9740097826
935000049494.4871547483505.51284525174
946945574692.7047718151-5237.7047718151
958406886283.5021440168-2215.50214401682
967619580907.6522077274-4712.65220772742
97114634133124.522344407-18490.5223444073
98139357137129.2217643662227.77823563385
9911004491435.850439645618608.1495603544
100155118168270.060439267-13152.0604392671
1018306170998.527734327712062.4722656723
102127122129116.99850231-1994.99850231011
1034565330987.994331167214665.0056688328
1041963049939.2632491344-30309.2632491344
1056722959821.39446920167407.60553079836
10686060118923.834863005-32863.8348630052
1078800379032.87968051298970.12031948711
1089581593011.46483389752803.53516610246
1098549987880.0535871066-2381.0535871066
1102722055341.7553207529-28121.7553207529
11110988282956.91717826925.082822
1127257984712.2704033092-12133.2704033092
113584113422.3311004293-7581.33110042935
1146836976865.5333193931-8496.53331939312
1152461031114.7308689291-6504.73086892915
1163099555484.7077788009-24489.7077788009
117150662119931.34538402530730.6546159754
11866228760.8309347917-2138.8309347917
1199369475879.887562936517814.1124370635
1201315535275.8230036727-22120.8230036727
12111190878586.927173516633321.0728264834
1225755074869.6346588453-17319.6346588453
1231635637989.1035343625-21633.1035343625
1244017459747.9422020979-19573.9422020979
1251398318776.2445518301-4793.24455183013
1265231655433.627733341-3117.62773334098
1279958594386.88526391335198.11473608667
1288627199165.5646460952-12894.5646460952
12913101297733.179527883733278.8204721163
130130274111935.19202191818338.8079780821
131159051151756.6599118927294.34008810797
1327650670439.3506666326066.64933336801
1334914535286.208199182413858.7918008176
1346639876124.7797915566-9726.77979155656
135127546119399.1718884028146.82811159776
136680228689.2571201192-21887.2571201192
13799509109200.256983702-9691.25698370234
1384310657046.7717561422-13940.7717561422
13910830387086.899905118321216.1000948817
1406416780570.2929110011-16403.2929110012
141857940443.4543444922-31864.4543444922
1429781186882.751285037410928.2487149626
14384365131310.587122167-46945.5871221666
1441090125928.7717404328-15027.7717404328
1459134687510.71598892983835.28401107023
1463366059594.0970914592-25934.0970914592
1479363490725.96794129012908.03205870995
148109348135175.312265608-25827.3122656082
14905911.69228187752-5911.69228187752
150795310831.760731331-2878.76073133098
15105911.69228187752-5911.69228187752
15205911.69228187752-5911.69228187752
15305911.69228187752-5911.69228187752
15405911.69228187752-5911.69228187752
1556353869877.6695940088-6339.66959400882
15610828196322.728314875511958.2716851245
15705911.69228187752-5911.69228187752
15805911.69228187752-5911.69228187752
159424510284.5374092918-6039.53740929176
1602150916103.87170781295405.12829218715
16176708949.35055104893-1279.35055104893
1621064124050.4341152251-13409.4341152251
16305911.69228187752-5911.69228187752
1644124350804.3287691869-9561.32876918686


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.2475046452612670.4950092905225340.752495354738733
70.7569247085508050.4861505828983910.243075291449195
80.6382927652934310.7234144694131380.361707234706569
90.5259217563765810.9481564872468380.474078243623419
100.4069626938166820.8139253876333640.593037306183318
110.3499753637762620.6999507275525240.650024636223738
120.2986938771211110.5973877542422210.701306122878889
130.216628336479910.433256672959820.78337166352009
140.4154415912836920.8308831825673830.584558408716308
150.3302624044394450.660524808878890.669737595560555
160.2915064918202360.5830129836404720.708493508179764
170.231747547308470.463495094616940.76825245269153
180.1751953023249510.3503906046499030.824804697675048
190.2217653997455560.4435307994911120.778234600254444
200.2174707637359160.4349415274718310.782529236264084
210.1744068656564510.3488137313129030.825593134343549
220.1530857414908860.3061714829817720.846914258509114
230.1200661175001890.2401322350003780.879933882499811
240.172124059479090.3442481189581790.82787594052091
250.1942503589546520.3885007179093040.805749641045348
260.1624096668260830.3248193336521650.837590333173917
270.1600661892527730.3201323785055450.839933810747227
280.1327129083126310.2654258166252620.867287091687369
290.1012222581059980.2024445162119960.898777741894002
300.145123846856020.2902476937120390.85487615314398
310.2614803504854850.5229607009709690.738519649514515
320.2926066083861180.5852132167722350.707393391613882
330.4836591610184140.9673183220368280.516340838981586
340.4345076020391430.8690152040782870.565492397960857
350.5070870464323740.9858259071352510.492912953567626
360.4683134861175450.936626972235090.531686513882455
370.8645610509474570.2708778981050860.135438949052543
380.8342885469586510.3314229060826970.165711453041349
390.8067762563602340.3864474872795330.193223743639766
400.8025722174267080.3948555651465830.197427782573292
410.8213471773972110.3573056452055770.178652822602789
420.8096883653207690.3806232693584620.190311634679231
430.8853547721845590.2292904556308830.114645227815441
440.8664161548705160.2671676902589680.133583845129484
450.8466443043943720.3067113912112560.153355695605628
460.8171294058057930.3657411883884140.182870594194207
470.8456343319760870.3087313360478270.154365668023913
480.8441698530448860.3116602939102270.155830146955114
490.81883749859220.36232500281560.1811625014078
500.8185187510475740.3629624979048530.181481248952426
510.7869208292496350.426158341500730.213079170750365
520.7510592736542740.4978814526914520.248940726345726
530.7146740922473210.5706518155053570.285325907752679
540.6782789240894040.6434421518211920.321721075910596
550.6404196639577940.7191606720844120.359580336042206
560.5983297721201010.8033404557597980.401670227879899
570.5584264878793410.8831470242413180.441573512120659
580.6948828637145920.6102342725708170.305117136285408
590.6843181841897580.6313636316204840.315681815810242
600.6558120565114090.6883758869771830.344187943488591
610.7446491473443630.5107017053112750.255350852655637
620.7285237165181080.5429525669637840.271476283481892
630.6934048705123440.6131902589753120.306595129487656
640.6604206538663850.679158692267230.339579346133615
650.6471880842657060.7056238314685880.352811915734294
660.6433124591728040.7133750816543920.356687540827196
670.699846337534180.600307324931640.30015366246582
680.6667691019624810.6664617960750390.333230898037519
690.7334555820014380.5330888359971240.266544417998562
700.7030041408903970.5939917182192060.296995859109603
710.6677750355459120.6644499289081770.332224964454088
720.632077391823350.73584521635330.36792260817665
730.5983915848130950.803216830373810.401608415186905
740.6034251867870080.7931496264259840.396574813212992
750.6618456754137480.6763086491725050.338154324586252
760.6308003456469460.7383993087061080.369199654353054
770.6478585813605570.7042828372788870.352141418639443
780.6929255467396570.6141489065206860.307074453260343
790.7036664987922390.5926670024155210.296333501207761
800.6719049501808110.6561900996383780.328095049819189
810.6366205483353880.7267589033292250.363379451664612
820.6092060553704830.7815878892590330.390793944629517
830.6468107789085680.7063784421828640.353189221091432
840.6749379044255120.6501241911489750.325062095574488
850.6367240461291760.7265519077416470.363275953870824
860.5974717015636390.8050565968727220.402528298436361
870.6299906162676070.7400187674647860.370009383732393
880.6557062882469210.6885874235061570.344293711753079
890.8813381539165090.2373236921669810.118661846083491
900.9705721643733240.05885567125335140.0294278356266757
910.9674251764757820.06514964704843710.0325748235242185
920.9823690965915790.03526180681684150.0176309034084208
930.9771958043291960.04560839134160850.0228041956708042
940.9707131246248980.05857375075020380.0292868753751019
950.9622192801296490.07556143974070210.037780719870351
960.9521844815201020.09563103695979590.047815518479898
970.9504124925837530.09917501483249320.0495875074162466
980.9380160815313580.1239678369372840.0619839184686418
990.9411357986800840.1177284026398310.0588642013199155
1000.9340159313219690.1319681373560610.0659840686780307
1010.9284287491579410.1431425016841170.0715712508420587
1020.9109889574761890.1780220850476220.0890110425238108
1030.9108338729460120.1783322541079770.0891661270539884
1040.9366298332899780.1267403334200450.0633701667100224
1050.9251845551360860.1496308897278270.0748154448639137
1060.9594135142693330.08117297146133370.0405864857306669
1070.9520274162073990.09594516758520310.0479725837926015
1080.9390807868029190.1218384263941620.060919213197081
1090.926928744951090.146142510097820.0730712550489102
1100.9445888106070380.1108223787859230.0554111893929615
1110.9676059851990.06478802960200080.0323940148010004
1120.9630433421279770.07391331574404510.0369566578720226
1130.9539766643316210.09204667133675780.0460233356683789
1140.9435811837234620.1128376325530760.0564188162765382
1150.9295280346977080.1409439306045840.0704719653022918
1160.9468942377492710.1062115245014580.0531057622507289
1170.9602405358273890.07951892834522130.0397594641726107
1180.9488046222846810.1023907554306370.0511953777153186
1190.9595502547507380.08089949049852470.0404497452492623
1200.9643571854893170.07128562902136630.0356428145106831
1210.9870115115529570.02597697689408580.0129884884470429
1220.9836282729602680.03274345407946340.0163717270397317
1230.9816636450142610.03667270997147890.0183363549857395
1240.9798296474395770.04034070512084530.0201703525604227
1250.972166192079130.05566761584174050.0278338079208703
1260.9624387141529940.07512257169401290.0375612858470064
1270.9510290944836890.09794181103262260.0489709055163113
1280.9418598149977410.1162803700045170.0581401850022586
1290.9797825822419940.04043483551601280.0202174177580064
1300.9849144382550750.03017112348984910.0150855617449246
1310.9875376100125720.0249247799748570.0124623899874285
1320.9854629193803250.02907416123935070.0145370806196753
1330.9892198584866980.02156028302660410.0107801415133021
1340.9839540905907870.03209181881842670.0160459094092134
1350.9852707231569290.02945855368614160.0147292768430708
1360.9805697119337080.03886057613258330.0194302880662916
1370.9726217794758190.05475644104836260.0273782205241813
1380.9623531660280890.07529366794382110.0376468339719106
1390.9871477991498390.02570440170032180.0128522008501609
1400.9830104230654250.033979153869150.016989576934575
1410.9894481681020470.0211036637959060.010551831897953
1420.9951460163541450.009707967291709360.00485398364585468
1430.9999877194238242.45611523510131e-051.22805761755065e-05
1440.9999695051073926.09897852157449e-053.04948926078724e-05
1450.9999569861238578.60277522855243e-054.30138761427621e-05
1460.9999440404736990.0001119190526017815.59595263008907e-05
1470.9999999624782267.5043547214525e-083.75217736072625e-08
1480.9999999671732516.56534980672239e-083.2826749033612e-08
1490.9999998301987213.39602557723759e-071.69801278861879e-07
1500.9999993157336471.36853270527334e-066.84266352636668e-07
1510.9999965885827616.82283447828914e-063.41141723914457e-06
1520.9999837949025783.2410194843817e-051.62050974219085e-05
1530.9999270413388720.0001459173222551067.29586611275531e-05
1540.9996907914416650.0006184171166691220.000309208558334561
1550.9992554129655410.001489174068918090.000744587034459045
1560.9992042609688750.001591478062249670.000795739031124836
1570.9957441023149590.008511795370081850.00425589768504093
1580.9794006533069430.04119869338611370.0205993466930568


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level160.104575163398693NOK
5% type I error level340.222222222222222NOK
10% type I error level530.34640522875817NOK