Multiple Linear Regression - Estimated Regression Equation
lnacceleration [t] = + 0.181414911580541 + 0.0342283542033109lncylinders[t] -0.211043430695396lnengine.displacement[t] -0.698551591967323lnhorsepower[t] + 0.822343168224446lnweight[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.1814149115805410.1005161.80480.0715810.03579
lncylinders0.03422835420331090.0400010.85570.3924960.196248
lnengine.displacement-0.2110434306953960.032692-6.455500
lnhorsepower-0.6985515919673230.024796-28.171800
lnweight0.8223431682244460.04398118.697500


Multiple Linear Regression - Regression Statistics
Multiple R0.83966270036066
R-squared0.705033450376954
Adjusted R-squared0.703151686105037
F-TEST (value)374.666190074161
F-TEST (DF numerator)4
F-TEST (DF denominator)627
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.0422231839412291
Sum Squared Residuals1.11781388335856


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11.0611.060037829402080.000962170597920955
21.0411.07204963054699-0.0310496305469944
31.0211.09929382011776-0.0782938201177617
411.04396824508744-0.0439682450874402
50.9291.01473043212626-0.0857304321262611
611.00663952367695-0.0066395236769528
711.03039081738602-0.030390817386023
80.9031.06363913301446-0.160639133014456
910.8775316462657150.122468353734285
101.1761.162421361439420.013578638560575
111.191.16616123893970.0238387610603035
121.3121.305113887662110.00688611233788608
131.2431.23426068785020.00873931214980091
141.2431.170841268112680.0721587318873165
151.0971.082317766747180.0146822332528216
161.1461.056939162475270.08906083752473
171.1761.074242365675080.101757634324923
181.2671.1135244809970.153475519003001
191.1611.16145085308566-0.000450853085660944
201.1461.140218095897360.00578190410263514
211.191.20115187889501-0.0111518788950081
221.191.20400459626683-0.014004596266834
231.0791.10691138999088-0.0279113899908788
241.1141.13454771133205-0.0205477113320522
251.0791.12835154506264-0.0493515450626419
261.0791.14805238525492-0.0690523852549222
271.2791.233075467190370.0459245328096296
281.1761.19621781988566-0.0202178198856616
291.1461.16234524639453-0.0163452463945303
301.1461.137392649834220.00860735016578205
311.1611.20384400971259-0.0428440097125866
321.2791.216697907918220.0623020920817767
331.2791.223958111417650.0550418885823524
341.3121.206089979525590.105910020474407
351.231.189669381494930.0403306185050696
361.2171.163989932730980.0530100672690212
371.0791.11266779216845-0.0336677921684496
381.131.13783708400495-0.00783708400495017
391.1141.12247525215734-0.00847525215734205
401.0411.05232427036641-0.0113242703664109
411.131.14962023485251-0.0196202348525055
421.0971.069452222009510.0275477779904904
431.131.18917414107515-0.0591741410751521
441.1461.18184590466268-0.0358459046626818
451.2041.177416421099080.0265835789009159
461.1611.18214846696553-0.0211484669655322
471.2551.2444081421450.0105918578549956
481.2041.189482570945940.0145174290540631
491.1611.17038350395103-0.00938350395102525
501.1761.19500369681111-0.0190036968111108
511.1141.079703273749260.0342967262507406
521.0611.09990740760872-0.0389074076087157
531.1611.16232246305295-0.00132246305295446
541.0971.1057657004442-0.00876570044419657
551.0791.14469240865504-0.0656924086550414
561.1141.13243176590719-0.0184317659071864
571.0411.04762415885524-0.00662415885523918
581.0411.04693433891995-0.00593433891995067
591.2171.17316468456540.0438353154346016
601.2551.196217819885660.0587821801143383
611.2171.205732354979750.0112676450202485
621.2041.189317153493280.0146828465067178
631.1461.18498722389804-0.0389872238980393
641.0971.10421438137463-0.00721438137462952
651.1761.144795888154670.0312041118453261
661.291.231430780853920.0585692191460788
671.2171.170957331181390.0460426688186063
681.2671.180640181382410.0863598186175933
691.1461.118708647611640.0272913523883551
701.1141.13533981795413-0.021339817954131
710.9780.999137292352855-0.0211372923528549
721.191.19833462777721-0.00833462777720757
731.1461.20527636518833-0.0592763651883269
741.0411.06793791470587-0.0269379147058722
751.1461.15319846663584-0.00719846663584393
761.0411.031025839402650.0099741605973461
771.2171.213165105371790.00383489462820909
781.2041.159598065182710.0444019348172859
791.2171.21936110197917-0.002361101979168
801.3221.229033055441590.0929669445584104
811.231.24720309631558-0.0172030963155771
821.2551.200805695987140.0541943040128583
831.1461.16425893040749-0.018258930407493
841.1611.17502447733631-0.0140244773363123
851.2041.20455374565049-0.000553745650490777
861.191.152537370375080.0374626296249197
871.191.23388079538184-0.04388079538184
881.1611.22573520358759-0.0647352035875931
891.2791.265490587121920.0135094128780831
901.1611.21579300297613-0.0547930029761299
911.1461.21231446163702-0.0663144616370231
921.1761.167916474446350.00808352555364808
931.2041.24045954072764-0.0364595407276355
941.2041.21964926638448-0.0156492663844819
951.291.282130863677170.00786913632282683
961.0611.12259514288507-0.0615951428850707
971.1461.16494417201021-0.0189441720102109
981.131.17571537078452-0.0457153707845234
991.3221.23725076204370.0847492379562972
1001.2791.210673814005830.068326185994165
1011.2791.272279229150850.00672077084915344
1021.131.16105613493071-0.0310561349307119
1031.0791.09331642861231-0.0143164286123133
1041.231.221836652049150.00816334795085058
1051.2041.160420408350940.0435795916490615
1061.131.19088350178889-0.0608835017888898
1071.2171.24900510454783-0.0320051045478345
1081.1611.20640508674878-0.0454050867487749
1091.1761.20596188824621-0.0299618882462065
1101.231.25962993051778-0.0296299305177804
1111.131.14087212113295-0.0108721211329466
1121.2431.26018802492933-0.017188024929334
1131.2281.185150543260980.0428494567390207
1141.1731.18135605556015-0.00835605556015125
1151.1851.18766205208639-0.00266205208638898
1161.1141.16999350203051-0.0559935020305068
1171.1431.19480423658095-0.0518042365809526
1181.1071.13197199544726-0.0249719954472641
1191.1611.18894932496837-0.0279493249683678
1201.2461.2505290818998-0.00452908189980434
1211.3461.317336614838280.0286633851617208
1221.3441.282322645807030.061677354192974
1231.2481.243753603435970.00424639656402579
1241.211.205404990353330.00459500964667422
1251.251.198763228860510.0512367711394862
1261.231.219000027792250.01099997220775
1271.2151.213762628772530.00123737122747139
1281.1961.22904082250763-0.0330408225076259
1291.1211.120567877472240.000432122527763228
1301.2231.23181740673336-0.00881740673335977
1311.0831.09434626335594-0.0113462633559362
1321.1761.162764629471940.0132353705280615
1331.1461.104121014107750.0418789858922521
1341.171.18196266521711-0.0119626652171108
1351.271.25157456429260.0184254357074009
1361.2251.210776596110010.0142234038899943
1371.0971.12991087409492-0.032910874094917
1381.1371.14913770105268-0.0121377010526843
1391.2281.204348233294260.023651766705744
1401.2481.242108917099530.0058910829004745
1411.0451.06894825368401-0.0239482536840121
1421.0571.09454084662241-0.0375408466224059
1431.1611.148127077793660.0128729222063367
1441.1611.16488180913898-0.00388180913898389
1451.261.231854178473470.0281458215265337
1461.1991.21650462448639-0.0175046244863942
1471.2011.169024694311590.0319753056884063
1481.2151.21920964589107-0.00420964589107164
1491.1611.19958616109292-0.0385861610929214
1501.1071.1449750349536-0.0379750349535996
1511.3321.327464059939280.00453594006071843
1521.1581.18719602548644-0.0291960254864429
1531.271.232979861652070.0370201383479345
1541.1211.12261053236209-0.00161053236209425
1551.1071.11372462241703-0.00672462241703042
1561.261.218077333826580.0419226661734194
1571.1991.23010309629092-0.0311030962909192
1581.2361.221550337893910.0144496621060856
1591.2361.227914537815090.00808546218491342
1601.2231.24243824381429-0.0194382438142859
1611.2721.212645958660640.059354041339359
1621.1211.08550434301080.035495656989203
1631.1271.069076807605110.0579231923948907
1641.1371.15468191592285-0.0176819159228478
1651.2171.24225762191237-0.0252576219123746
1661.1671.140589937018810.026410062981193
1671.1611.21892229965225-0.0579222996522516
1681.2461.236668713804380.00933128619561617
1691.2011.191105850467070.00989414953293331
1701.1341.15208787337791-0.0180878733779106
1711.1991.162831334450870.0361686655491273
1721.1731.21058784962654-0.0375878496265381
1731.221.23896824923948-0.0189682492394769
1741.261.233392468963820.026607531036183
1751.2381.237266588978940.000733411021055731
1761.221.185508634109230.034491365890766
1771.1881.158631083076260.0293689169237409
1781.1211.13828555359961-0.017285553599607
1791.1821.142833132684040.0391668673159595
1801.1551.138948709346470.0160512906535319
1811.1761.160332670147280.015667329852719
1821.1461.19825270210317-0.0522527021031715
1831.1821.23783143207705-0.055831432077054
1841.1761.25124327266378-0.0752432726637834
1851.3941.336959512973470.0570404870265296
1861.3461.243844176097790.10215582390221
1871.1731.22672135671968-0.0537213567196802
1881.2831.246287737744550.0367122622554487
1891.2041.195356972126690.008643027873308
1901.0531.10349411852803-0.0504941185280251
1911.1211.17973245193043-0.0587324519304274
1921.1671.20708245916149-0.0400824591614941
1931.191.2281186006312-0.0381186006311956
1941.2151.24523252059107-0.0302325205910742
1951.2581.234799559474270.0232004405257288
1961.3031.237296473706140.0657035262938611
1971.1991.20764365388666-0.00864365388665507
1981.191.2112652895322-0.0212652895321991
1991.1761.17639285967144-0.00039285967144236
2001.1821.22214618066148-0.0401461806614782
2011.1581.16204627079963-0.00404627079963479
2021.2831.261912257940820.0210877420591845
2031.2991.34371265183664-0.0447126518366397
2041.141.19962622373558-0.059626223735585
2051.1851.2246650690012-0.0396650690012035
2061.1791.19812157522253-0.0191215752225281
2071.1961.20116200977483-0.00516200977482818
2081.2151.211379460876360.00362053912363529
2091.11.13473435690008-0.0347343569000847
2101.1111.18553748957856-0.0745374895785636
2111.2151.22380740035166-0.00880740035166309
2121.2071.22665070858277-0.0196507085827683
2131.2881.238886649230530.0491133507694691
2141.2381.26249285473953-0.0244928547395279
2151.1731.2695451911371-0.096545191137095
2161.211.23813710405078-0.0281371040507832
2171.1521.21653486385826-0.0645348638582601
2181.171.17673764057558-0.00673764057557632
2191.311.304746546032290.00525345396770839
2201.141.15012159165997-0.0101215916599681
2211.1991.188732515118460.0102674848815396
2221.2331.231137626766550.0018623732334482
2231.221.27525921676472-0.0552592167647165
2241.271.225666418195640.0443335818043554
2251.2551.190305661961990.0646943380380066
2261.2041.20609606878418-0.00209606878417504
2271.2551.203580403808940.0514195961910636
2281.1851.181174107624610.00382589237539094
2291.2461.216939628133870.0290603718661261
2301.1671.25474301410905-0.087743014109055
2311.1611.146968916471030.0140310835289687
2321.1611.21312223636557-0.0521222363655663
2331.1961.22100714610942-0.0250071461094207
2341.2151.158473156005810.0565268439941922
2351.231.211167417077130.0188325829228709
2361.1431.17940709642799-0.0364070964279858
2371.2381.230717728360340.00728227163965674
2381.1931.23191695737525-0.038916957375251
2391.0641.17237999888697-0.108379998886973
2401.271.249001459000610.0209985409993939
2411.2551.16355323604570.0914467639543017
2421.231.25181112803501-0.0218111280350093
2431.231.23759473043278-0.00759473043278359
2441.2041.22665070858277-0.0226507085827684
2451.2791.216697907918220.0623020920817767
2461.2551.26018802492933-0.00518802492933425
2471.231.26018802492933-0.0301880249293342
2481.1461.18719602548644-0.0411960254864429
2491.2041.22328858213132-0.0192885821313231
2501.0791.17131915886758-0.0923191588675843
2511.2791.25157456429260.0274254357074008
2521.2791.223958111417650.0550418885823524
2531.3221.305113887662110.0168861123378861
2541.3221.229033055441590.0929669445584104
2551.1761.2246650690012-0.0486650690012036
2561.1461.19962622373558-0.053626223735585
2571.3011.32451008518366-0.0235100851836587
2581.2041.22380740035166-0.0198074003516632
2591.1461.15141950889522-0.00541950889521529
2601.1461.19825270210317-0.0522527021031715
2611.1461.20385582400617-0.0578558240061719
2621.1461.20385582400617-0.0578558240061719
2631.1761.164881809138980.011118190861016
2641.231.210776596110010.0192234038899942
2651.3221.32649481003595-0.0044948100359497
2661.2791.231413765877170.0475862341228334
2671.3221.206089979525590.115910020474407
2681.2041.23388079538184-0.02988079538184
2691.1761.22100714610942-0.0450071461094208
2701.2041.22100714610942-0.0170071461094207
2711.2791.257470399999030.0215296000009694
2721.2551.216939628133870.038060371866126
2731.1761.23783143207705-0.061831432077054
2741.2791.238886649230530.040113350769469
2751.1761.18117410762461-0.00517410762460918
2761.3421.327464059939280.0145359400607184
2771.2041.21920964589107-0.0152096458910718
2781.2791.31609944692354-0.0370994469235401
2791.2041.22022900080677-0.0162290008067717
2801.1761.21058784962654-0.0345878496265382
2811.231.219000027792250.01099997220775
2821.2041.22676354828699-0.0227635482869916
2831.2041.24045954072764-0.0364595407276355
2841.2791.265490587121920.0135094128780831
2851.2041.24523252059107-0.0412325205910743
2861.2791.246287737744550.0327122622554487
2871.2551.226807746152570.0281922538474327
2881.3421.317336614838280.0246633851617208
2891.2041.23813710405078-0.0341371040507832
2901.2791.224166072211440.0548339277885632
2911.231.26249285473953-0.0324928547395279
2921.231.24873916950655-0.01873916950655
2931.1761.20384400971259-0.0278440097125867
2941.2551.233189479750890.0218105202491127
2951.2791.232979861652070.0460201383479344
2961.3011.240344551171850.0606554488281523
2971.2041.169024694311590.0349753056884062
2981.3421.34473326647199-0.00273326647199485
2991.231.156516794076310.0734832059236855
3001.2041.21332597347146-0.00932597347145656
3011.2551.26085704078734-0.00585704078733861
3021.2791.261912257940820.0170877420591845
3031.2041.2281186006312-0.0241186006311956
3041.1461.137392649834220.00860735016578205
3051.1461.1793326168811-0.033332616881096
3061.1761.21579300297613-0.03979300297613
3071.1761.25474301410905-0.078743014109055
3081.231.228940943799420.00105905620058005
3091.231.189247294633540.0407527053664604
3101.1761.2407079863017-0.064707986301701
3111.3981.320720616054210.0772793839457894
3121.1761.161450853085660.014549146914339
3131.1761.161450853085660.014549146914339
3141.231.23896824923948-0.00896824923947691
3151.1761.20708245916149-0.0310824591614942
3161.2551.246346970442480.00865302955752151
3171.1761.22672135671968-0.0507213567196803
3181.1761.18196266521711-0.00596266521711076
3191.231.24225762191237-0.0122576219123747
3201.2041.21376262877253-0.00976262877252874
3211.2041.198334627777210.00566537222279244
3221.1761.146968916471030.0290310835289686
3231.1761.19500369681111-0.0190036968111108
3241.3421.282322645807030.059677354192974
3251.2041.21705200144543-0.0130520014454265
3261.2041.20764365388666-0.00364365388665517
3271.2551.24572210541440.00927789458559971
3281.1461.20764365388666-0.0616436538866552
3291.1461.21653486385826-0.0705348638582601
3301.1141.23494478840192-0.120944788401925
3311.1761.18766205208639-0.0116620520863891
3321.1761.21312223636557-0.0371222363655664
3331.1461.21394457953379-0.0679445795337908
3341.1761.2695451911371-0.0935451911370952
3351.231.19287264619010.0371273538098974
3361.1461.16234524639453-0.0163452463945303
3371.231.185150543260980.0448494567390207
3381.231.24900510454783-0.0190051045478346
3391.231.163989932730980.066010067269021
3401.1461.140218095897360.00578190410263514
3411.1761.21892229965225-0.0429222996522517
3421.1141.082317766747180.0316822332528217
3431.231.2398133557476-0.00981335574760005
3441.1461.21231446163702-0.0663144616370231
3451.381.330102369788340.0498976302116551
3461.2551.213298631798990.0417013682010122
3471.2041.143112697227480.0608873027725201
3481.2041.175824428985270.0281755710147337
3491.2551.231854178473470.0231458215265336
3501.1761.22214618066148-0.0461461806614782
3511.2041.148441527579610.0555584724203905
3521.2791.186121148132390.0928788518676053
3531.231.172972459461270.0570275405387276
3541.231.23967599888079-0.00967599888079369
3551.0791.17237999888697-0.0933799988869728
3561.2041.141972260671690.0620277393283101
3571.1761.22573520358759-0.0497352035875932
3581.1761.140589937018810.0354100629811929
3591.2791.180640181382410.0983598186175933
3601.1461.18917414107515-0.0431741410751521
3611.381.38502808171499-0.00502808171499282
3621.231.23530367135307-0.00530367135306929
3631.1141.18389280324211-0.0698928032421148
3641.1761.162421361439420.013578638560575
3651.2551.170841268112680.0841587318873163
3661.231.170957331181390.0590426688186062
3671.3221.29241175315360.0295882468464036
3681.1141.18553748957856-0.0715374895785635
3691.2041.17691711864590.0270828813540961
3701.2041.189482570945940.0145174290540631
3711.2551.190305661961990.0646943380380066
3721.3011.231430780853920.0695692191460787
3731.1761.156214457215070.0197855427849287
3741.2791.233075467190370.0459245328096296
3751.3011.165315962769540.13568403723046
3761.1141.19407280423939-0.0800728042393923
3771.1761.1932974168338-0.0172974168337993
3781.1761.17639285967144-0.00039285967144236
3791.231.219361101979170.0106388980208319
3801.2041.21220250768249-0.0082025076824922
3811.1461.118708647611640.0272913523883551
3821.1761.167916474446350.00808352555364808
3831.2041.201162009774830.00283799022517183
3841.1761.19812157522253-0.0221215752225283
3851.1761.170383503951030.00561649604897465
3861.2551.2444081421450.0105918578549956
3871.1761.16818506994180.0078149300581989
3881.2041.20609606878418-0.00209606878417504
3891.231.23941543140412-0.00941543140412048
3901.2551.253555341260710.00144465873928791
3911.231.176773036420680.0532269635793173
3921.1141.17973245193043-0.0657324519304273
3931.1461.17394147211937-0.0279414721193723
3941.1461.25527873273243-0.10927873273243
3951.1761.18135605556015-0.00535605556015136
3961.2041.22709891722469-0.0230989172246854
3971.1461.20527636518833-0.0592763651883269
3981.1761.173081700653920.0029182993460836
3991.2041.181584849365680.0224151506343232
4001.2791.23494114285470.0440588571453036
4011.0411.10349411852803-0.0624941185280252
4021.1141.1449750349536-0.0309750349535995
4031.3011.22073235918630.0802676408137022
4041.1761.17673764057558-0.000737640575576309
4051.1461.17801575966326-0.0320157596632633
4061.2791.249001459000610.0299985409993938
4071.1141.12505965211729-0.011059652117287
4081.2041.21137946087636-0.00737946087636483
4091.2551.27090414150411-0.0159041415041072
4101.231.221836652049150.00816334795085058
4111.2791.225666418195640.0533335818043553
4121.1761.172766578110130.00323342188987064
4131.1461.15319846663584-0.00719846663584393
4141.1461.17940709642799-0.0334070964279859
4151.1761.25124327266378-0.0752432726637834
4161.2041.195356972126690.008643027873308
4171.1461.140872121132950.00512787886705346
4181.2551.23426068785020.0207393121498007
4191.231.196179315294920.0338206847050837
4201.1761.20596188824621-0.0299618882462065
4211.1141.11747395238784-0.00347395238784045
4221.1461.19088350178889-0.0448835017888898
4231.2041.2112652895322-0.00726528953219912
4241.1761.21588566660511-0.0398856666051089
4251.2791.251615254512810.0273847454871937
4261.1461.19513117156785-0.0491311715678461
4271.1141.13473435690008-0.0207343569000847
4281.2551.203580403808940.0514195961910636
4291.2041.21138826289683-0.00738826289683423
4301.231.155467525453840.0745324745461608
4311.2041.21650462448639-0.0125046244863943
4321.2041.16616123893970.0378387610603035
4331.1761.144795888154670.0312041118453261
4341.2041.23191695737525-0.0279169573752511
4351.2041.156496641329210.0475033586707889
4361.1461.16204627079963-0.0160462707996348
4371.1461.123486950829770.022513049170234
4381.1761.19958616109292-0.0235861610929215
4391.2041.191105850467070.0128941495329332
4401.2041.180271378642810.0237286213571868
4411.1761.117145605494070.0588543945059293
4421.2551.236668713804380.0183312861956161
4431.2041.2200061844667-0.0160061844667
4441.2041.174747378451510.0292526215484877
4451.2551.234799559474270.0202004405257287
4461.231.23726658897894-0.00726658897894428
4471.1141.14361450042594-0.0296145004259365
4481.2041.159598065182710.0444019348172859
4491.2041.189317153493280.0146828465067178
4501.0411.10544174602025-0.064441746020248
4511.2041.160420408350940.0435795916490615
4521.2041.17613470540030.0278652945997015
4531.1461.15012159165997-0.00412159165996805
4541.1761.18214846696553-0.00614846696553226
4551.2041.164532124192060.0394678758079394
4561.2041.158473156005810.0455268439941921
4571.1761.22430914563609-0.0483091456360856
4581.231.23071772836034-0.000717728360343267
4591.3011.34371265183664-0.0427126518366397
4601.231.25962993051778-0.0296299305177804
4611.1461.128439497183390.0175605028166097
4621.2041.23010309629092-0.0261030962909193
4631.3011.264891166390320.0361088336096768
4641.1761.20640508674878-0.030405086748775
4651.2551.233392468963820.0216075310361829
4661.3011.237296473706140.0637035262938611
4671.2551.25052908189980.00447091810019556
4681.231.211167417077130.0188325829228709
4691.231.205732354979750.0242676450202484
4701.1761.147615356707240.0283846432927617
4711.231.23113762676655-0.00113762676655192
4721.231.24243824381429-0.012438243814286
4731.2551.213112360787050.0418876392129535
47410.8775316462657150.122468353734285
4751.231.213165105371790.016834894628209
4761.231.17316468456540.0568353154346015
4771.1761.21971218883957-0.0437121888395672
4781.1461.15208787337791-0.00608787337791057
4791.2041.22904082250763-0.0250408225076259
4801.2551.218077333826580.0369226661734193
4811.3011.282130863677170.0188691363228267
4821.3011.31620526171299-0.0152052617129909
4831.0791.09331642861231-0.0143164286123133
4841.3981.336959512973470.0610404870265296
4851.2551.198763228860510.0562367711394861
4861.0411.07507449351048-0.0340744935104814
4871.231.227914537815090.00208546218491341
4881.231.227914537815090.00208546218491341
4891.1461.16105613493071-0.0150561349307119
4901.3011.30474654603229-0.00374654603229173
4911.1761.2009917586883-0.0249917586883031
4921.1761.156669933578180.0193300664218236
4931.3421.35783639665802-0.0158363966580178
4941.2041.21964926638448-0.0156492663844819
4951.2551.233670939992660.0213290600073425
4961.3421.295813029919660.046186970080344
4971.2551.196217819885660.0587821801143383
4981.1761.19621781988566-0.0202178198856616
4991.2041.20400459626683-4.59626683402344e-06
5001.2041.23780373854051-0.0338037385405051
5011.2041.201151878895010.00284812110499189
5021.231.201974222063230.0280257779367672
5031.1761.18894932496837-0.0129493249683679
5041.231.185508634109230.044491365890766
5051.2041.177313785419060.0266862145809374
5061.2041.199414174284910.00458582571509086
5071.2791.248749652115060.0302503478849355
5081.0411.06793791470587-0.0269379147058722
5091.1761.152057469950320.023942530049677
5101.2041.162831334450870.0411686655491272
5111.2041.188732515118460.0152674848815395
5121.3421.243844176097790.0981558239022096
5131.231.204348233294260.025651766705744
5141.1141.08550434301080.0284956569892031
5151.231.221550337893910.00844966210608556
5161.3221.312557560901480.00944243909852243
5171.0791.076059455730210.00294054426979317
5181.0411.07204963054699-0.0310496305469944
5191.2041.20770309763083-0.00370309763082512
5201.1141.069076807605110.0449231923948908
5211.0411.09929382011776-0.0582938201177616
5221.2041.200462129323510.00353787067648975
5231.231.27525921676472-0.0452592167647164
5241.0791.12592656922342-0.0469265692234194
5251.2041.193069842829960.0109301571700406
5261.2791.227997422428330.0510025775716746
5271.3011.32816554934563-0.0271655493456311
5281.2791.215038694481170.0639613055188262
52911.03039081738602-0.030390817386023
5301.1141.113724622417030.0002753775829697
5311.3221.302088089042440.0199119109575632
5321.1761.160332670147280.015667329852719
5330.9031.06363913301446-0.160639133014456
5341.231.225794647331760.00420535266823727
5351.2791.212645958660640.066354041339359
5361.2551.242108917099530.0128910829004744
5371.2551.200805695987140.0541943040128583
5381.2041.20540499035333-0.00140499035332578
5391.2551.243753603435970.0112463965640257
5401.0411.031025839402650.0099741605973461
5411.0791.09990740760872-0.0209074076087157
5421.0791.09990740760872-0.0209074076087157
5431.0791.060037829402090.0189621705979146
5441.1141.15088045038802-0.0368804503880246
5451.2791.200243314100580.0787566858994214
5461.2791.210673814005830.068326185994165
5471.1141.12261053236209-0.00861053236209415
5481.1461.104121014107750.0418789858922521
54911.08301667103821-0.0830166710382082
5501.1141.10576570044420.00823429955580356
5511.231.24720309631558-0.0172030963155771
5521.2791.272279229150850.00672077084915344
5531.231.23181740673336-0.00181740673335987
5541.0411.05167811436596-0.0106781143659569
5551.1761.142833132684040.0331668673159595
5561.1761.158631083076260.0173689169237409
5570.9541.02161076648547-0.0676107664854677
5581.1761.162764629471940.0132353705280615
5591.1141.12991087409492-0.0159108740949168
5601.1141.12046598681433-0.00646598681432663
5611.2791.243223974071180.0357760259288185
5621.231.163600256475550.0663997435244491
5631.3221.23725076204370.0847492379562972
5641.1141.12056787747224-0.00656787747223667
5651.1141.109171532214690.0048284677853148
5661.1141.13828555359961-0.0242855535996069
5671.1461.19480423658095-0.0488042365809527
5681.1141.12711638627189-0.0131163862718864
5691.1761.162322463052950.0136775369470454
5701.1461.138948709346470.00705129065353175
5711.0791.13287278844946-0.0538727884494578
5721.2791.244745925213470.034254074786533
5731.1461.13290302499560.0130969750043967
5741.1461.15468191592285-0.00868191592284786
5751.1141.13533981795413-0.021339817954131
5761.1141.13454771133205-0.0205477113320522
5771.1461.18184590466268-0.0358459046626818
5781.1141.079703273749260.0342967262507406
5791.1141.12247525215734-0.00847525215734205
5801.1461.137837084004950.00816291599504985
5811.1461.14913770105268-0.00313770105268443
5821.1461.16425893040749-0.018258930407493
5831.1461.124119938493790.0218800615062091
5841.0411.09454084662241-0.0535408466224059
5851.1141.1427711430143-0.0287711430142965
5861.0791.10691138999088-0.0279113899908788
5871.1141.16999350203051-0.0559935020305068
5881.1141.13197199544726-0.017971995447264
5891.0411.06894825368401-0.0279482536840121
5901.1761.146882858855420.0291171411445812
5911.2041.152537370375080.0514626296249197
5921.0791.11266779216845-0.0336677921684496
59310.9991372923528550.000862707647145145
5941.2041.177416421099080.0265835789009159
5951.1761.19977007204204-0.0237700720420385
5960.9541.01473043212626-0.0607304321262613
5971.0791.061228790327270.0177712096727347
5981.1761.148127077793660.0278729222063366
59911.04396824508744-0.04396824508744
6000.9541.00807968084975-0.0540796808497501
6011.1761.138107430497360.037892569502637
6021.1141.13243176590719-0.0184317659071864
6031.1761.074242365675080.101757634324923
6041.0791.09434626335594-0.0153462633559362
6051.1461.057229473951560.0887705260484434
6061.0791.09131070664744-0.0123107066474354
6071.1141.069452222009510.0445477779904906
60811.00663952367695-0.0066395236769528
6091.1461.16494417201021-0.0189441720102109
6101.1461.136551139892060.00944886010793496
6111.1461.16497440855636-0.0189744085563568
6121.0791.09788945199323-0.018889451993231
6131.0791.14469240865504-0.0656924086550414
6141.1761.168263781229250.00773621877074545
6151.1141.104214381374630.0097856186253706
6161.1461.14962023485251-0.0036202348525055
6171.1461.056939162475270.08906083752473
6181.0411.05232427036641-0.0113242703664109
6191.2041.20455374565049-0.000553745650490777
6201.1141.13148079752883-0.0174807975288344
6211.1461.17571537078452-0.0297153707845234
6221.0791.12259514288507-0.0435951428850707
6231.1761.175024477336310.000975522663687576
6241.2791.1135244809970.165475519003001
6251.0411.04762415885524-0.00662415885523918
6261.0791.12835154506264-0.0493515450626419
6271.1141.14557655372978-0.0315765537297796
6281.0411.04693433891995-0.00593433891995067
6291.0791.09084180567623-0.0118418056762335
6301.0791.13052210064294-0.0515221006429356
6311.1461.18498722389804-0.0389872238980393
6321.0791.14805238525492-0.0690523852549222


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.9828389374509970.03432212509800630.0171610625490032
90.9675140169705150.06497196605896920.0324859830294846
100.9381322486726220.1237355026547560.0618677513273778
110.9131149555615450.1737700888769110.0868850444384554
120.9177880633236840.1644238733526320.0822119366763162
130.9037254352790160.1925491294419690.0962745647209843
140.885103977127440.2297920457451210.11489602287256
150.9462149232471310.1075701535057380.053785076752869
160.99863521730670.002729565386600680.00136478269330034
170.9997112222250690.000577555549862070.000288777774931035
180.9999803517201353.92965597292387e-051.96482798646193e-05
190.9999845746058423.0850788316981e-051.54253941584905e-05
200.9999736691463735.26617072539652e-052.63308536269826e-05
210.9999715169131055.69661737906365e-052.84830868953182e-05
220.9999517169969859.6566006029053e-054.82830030145265e-05
230.9999260857608580.00014782847828447.39142391422e-05
240.999879992464480.0002400150710411590.000120007535520579
250.9998299137181250.0003401725637500520.000170086281875026
260.9998146877376960.0003706245246088210.000185312262304411
270.9999136024567770.0001727950864455978.63975432227984e-05
280.9998658951075390.000268209784922290.000134104892461145
290.999817870853790.0003642582924187560.000182129146209378
300.9997186087469930.0005627825060137880.000281391253006894
310.9998156188826260.0003687622347472010.000184381117373601
320.9997777507135470.0004444985729053980.000222249286452699
330.9998138574005960.0003722851988073310.000186142599403665
340.9999157521550270.000168495689946128.424784497306e-05
350.9998709165774880.0002581668450240120.000129083422512006
360.9998434888240890.0003130223518221420.000156511175911071
370.9997799727449150.0004400545101706450.000220027255085323
380.9996649668943460.0006700662113071770.000335033105653589
390.9995063944690140.0009872110619720060.000493605530986003
400.9992704995346610.00145900093067730.00072950046533865
410.9989431651991350.00211366960172950.00105683480086475
420.998782213431850.002435573136298450.00121778656814923
430.999762446221410.0004751075571792430.000237553778589621
440.9996793112271130.0006413775457750060.000320688772887503
450.9996173143516490.0007653712967028160.000382685648351408
460.99951611246270.000967775074602280.00048388753730114
470.9993390011060780.001321997787844120.00066099889392206
480.9990756667241820.001848666551636910.000924333275818457
490.9987671316894410.002465736621117330.00123286831055867
500.9986497454524470.00270050909510670.00135025454755335
510.9984369919279820.003126016144035360.00156300807201768
520.9983955041121250.003208991775749230.00160449588787461
530.9978073746221860.004385250755628170.00219262537781408
540.9970586232223640.005882753555271910.00294137677763596
550.996858399666920.006283200666159310.00314160033307966
560.9958320085318460.008335982936308440.00416799146815422
570.9945504030908630.01089919381827380.00544959690913689
580.9929819421598510.01403611568029770.00701805784014884
590.9936388920531940.01272221589361270.00636110794680637
600.9961012929079860.007797414184028380.00389870709201419
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5320.6586643627689540.6826712744620930.341335637231046
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5490.9758516471544450.04829670569111060.0241483528455553
5500.9703107805400020.0593784389199970.0296892194599985
5510.964020536153250.07195892769350020.0359794638467501
5520.956257477093910.0874850458121820.043742522906091
5530.9970140433419350.005971913316130340.00298595665806517
5540.9961199340077870.007760131984426390.0038800659922132
5550.9964840588986740.007031882202651280.00351594110132564
5560.9958340860933560.00833182781328720.0041659139066436
5570.997399763650840.005200472698321280.00260023634916064
5580.9966847626447640.006630474710471570.00331523735523579
5590.996390711614010.007218576771978690.00360928838598934
5600.9960567613161820.0078864773676360.003943238683818
5610.9949576699633280.01008466007334450.00504233003667225
5620.9998679190541220.0002641618917555110.000132080945877756
5630.9998254435739330.0003491128521335580.000174556426066779
5640.9997595770730280.0004808458539443470.000240422926972174
5650.9997808003227760.0004383993544480860.000219199677224043
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5670.9996550670331980.0006898659336036260.000344932966801813
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5720.999400866043460.001198267913079140.000599133956539571
5730.999143206455540.001713587088919170.000856793544459585
5740.9987617179262710.002476564147457090.00123828207372855
5750.998396585090510.003206829818977550.00160341490948877
5760.9980564535272280.003887092945544450.00194354647277223
5770.99750425899990.004991482000199370.00249574100009969
5780.9970989059421040.005802188115791520.00290109405789576
5790.996227314491050.007545371017899680.00377268550894984
5800.9947116964917330.0105766070165350.00528830350826752
5810.9926295750697870.01474084986042520.00737042493021258
5820.9912614187546650.01747716249066990.00873858124533493
5830.9933094920092220.01338101598155680.0066905079907784
5840.9957192749979420.008561450004116350.00428072500205817
5850.9958917854308670.008216429138266660.00410821456913333
5860.995140548118530.009718903762938690.00485945188146934
5870.9985250642498820.002949871500236520.00147493575011826
5880.9977698343232580.004460331353483130.00223016567674157
5890.996684574344140.006630851311719760.00331542565585988
5900.9953201658765650.009359668246869350.00467983412343467
5910.993925021936480.01214995612704020.00607497806352011
5920.9941636087031030.0116727825937930.00583639129689652
5930.9941637369565660.01167252608686830.00583626304343417
5940.9915127630469270.01697447390614660.0084872369530733
5950.9903538731401250.01929225371974960.00964612685987478
5960.9935746497666340.01285070046673180.00642535023336588
5970.99181208461880.01637583076240040.00818791538120022
5980.994366166611220.01126766677756050.00563383338878026
5990.9927970522892220.01440589542155670.00720294771077833
6000.994804747050950.01039050589810010.00519525294905003
6010.9968800548008850.006239890398229610.00311994519911481
6020.9952035486567380.00959290268652440.0047964513432622
6030.992969733858130.01406053228374140.0070302661418707
6040.9959973931168220.0080052137663560.004002606883178
6050.9962853270700840.007429345859832730.00371467292991637
6060.9939471836629940.01210563267401260.00605281633700628
6070.9961281665587280.00774366688254370.00387183344127185
6080.993339139000550.01332172199890070.00666086099945034
6090.989777733408770.020444533182460.01022226659123
6100.9842168647977340.03156627040453220.0157831352022661
6110.986243166778990.02751366644202180.0137568332210109
6120.9780118672694040.04397626546119190.0219881327305959
6130.968967260555840.06206547888832010.0310327394441601
6140.9523321423207150.09533571535856940.0476678576792847
6150.945504645696840.1089907086063220.0544953543031612
6160.9139680482482860.1720639035034280.086031951751714
6170.8706555705495760.2586888589008490.129344429450424
6180.8092402162701840.3815195674596330.190759783729816
6190.783752549381480.4324949012370390.216247450618519
6200.7689979533790910.4620040932418180.231002046620909
6210.6996133130149460.6007733739701090.300386686985054
6220.605457766154570.789084467690860.39454223384543
6230.4630792855698750.926158571139750.536920714430125
6240.9279409169242830.1441181661514340.072059083075717


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level810.13128038897893NOK
5% type I error level1660.26904376012966NOK
10% type I error level2160.350081037277148NOK