Multiple Linear Regression - Estimated Regression Equation
acceleration [t] = + 0.813955259261514 + 0.546892420247385weight[t] -0.761706306241142horsepower[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.8139552592615140.06529112.466500
weight0.5468924202473850.0301318.151100
horsepower-0.7617063062411420.024734-30.795800


Multiple Linear Regression - Regression Statistics
Multiple R0.820342111122916
R-squared0.672961179281603
Adjusted R-squared0.671921310217315
F-TEST (value)647.159534208038
F-TEST (DF numerator)2
F-TEST (DF denominator)629
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.0443887276774951
Sum Squared Residuals1.23935590209607


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11.0611.07601764134763-0.0150176413476296
21.0411.09029393487555-0.0492939348755489
31.0211.11423890890328-0.0932389089032836
411.05391049868561-0.0539104986856104
50.9291.02561010070643-0.0966101007064284
611.01639179120433-0.0163917912043269
711.05791207306249-0.0579120730624921
80.9031.08045089912600-0.177450899125998
910.9305296812254880.0694703187745123
101.1761.153062103851470.0229378961485269
111.191.183395431672120.00660456832787517
121.3121.33229453166997-0.020294531669973
131.2431.21044534934150.0325546506584997
141.2431.153608996271720.0893910037282798
151.0971.081714927956960.0152850720430445
161.1461.041469980893600.104530019106397
171.1761.052504350721390.123495649278612
181.2671.082524287603420.184475712396584
191.1611.153256174512040.00774382548795528
201.1461.138296008504790.00770399149520634
211.191.21669775089053-0.0266977508905332
221.191.21396328878930-0.0239632887892964
231.0791.10719050930144-0.0281905093014386
241.1141.13185775881436-0.0178577588143566
251.0791.12572673317317-0.0467267331731678
261.0791.13496578590069-0.0559657859006913
271.2791.249056813848380.0299431861516169
281.1761.21341639636905-0.0374163963690491
291.1461.17071730113891-0.0247173011389093
301.1461.145092219029390.000907780970613908
311.1611.19413407034202-0.0331340703420207
321.2791.209835199430090.0691648005699087
331.2791.244151414031990.0348485859680055
341.3121.208430079280760.103569920719235
351.231.184486133067930.0455138669320685
361.2171.171811085979400.0451889140205962
371.0791.11101875624317-0.0320187562431701
381.131.13404532849535-0.00404532849534637
391.1141.12718997173918-0.0131899717391760
401.0411.05322765402147-0.0122276540214733
411.131.14361645975712-0.0136164597571237
421.0971.071996351559930.0250036484400698
431.131.14183160773332-0.0118316077333237
441.1461.17963044222156-0.0336304422215552
451.2041.166193688826790.0378063111732138
461.1611.149295058771110.0117049412288887
471.2551.240619926063050.0143800739369516
481.2041.188764751007070.0152352489929271
491.1611.159332165181240.00166783481876017
501.1761.18831438000966-0.0123143800096634
511.1141.081370328716450.0326296712835524
521.0611.10615381506273-0.0451538150627296
531.1611.158829842656520.00217015734347551
541.0971.11271652410570-0.0157165241056983
551.0791.15263967078376-0.0736396707837573
561.1141.12965150153774-0.0156515015377373
571.0411.04748579751632-0.00648579751632387
581.0411.04318951979645-0.0021895197964487
591.2171.185388930692540.0316110693074573
601.2551.213416396369050.0415836036309509
611.2171.23638382238965-0.0193838223896471
621.2041.201188636833240.00281136316675713
631.1461.17943739937588-0.0334373993758791
641.0971.094105549851450.00289445014855059
651.1761.174587034531480.00141296546851529
661.291.247963029007890.0420369709921120
671.2171.157417527802930.0595824721970741
681.2671.184369896234570.0826301037654323
691.1461.124059145797630.0219408542023723
701.1141.14273646098773-0.0287364609877265
710.9781.00057134183820-0.0225713418382044
721.191.20909526416417-0.019095264164168
731.1461.18776954321921-0.0417695432192079
741.0411.08755947277432-0.0465594727743187
751.1461.132419227570650.0135807724293497
761.0411.04543212444943-0.00443212444943233
771.2171.21704851702042-4.85170204168276e-05
781.2041.184431098095940.0195689019040623
791.2171.21784657070302-0.000846570703021824
801.3221.218038585733800.103961414266198
811.231.24732372642439-0.0173237264243867
821.2551.206249704304050.0487502956959528
831.1461.15744341010283-0.0114434101028281
841.1611.1646713040292-0.00367130402919975
851.2041.184241138694950.0197588613050502
861.191.141154929958560.0488450700414377
871.191.22399628393984-0.0339962839398412
881.1611.21145924472500-0.0504592447249953
891.2791.260148274277950.0188517257220454
901.1611.20526701722244-0.0442670172224362
911.1461.21839243530837-0.0723924353083735
921.1761.157691487920500.0183085120795023
931.2041.22837142330182-0.0243714233018203
941.2041.22908015026586-0.0250801502658593
951.291.31304322701733-0.0230432270173268
961.0611.12189848623144-0.0608984862314361
971.1461.16242458811663-0.0164245881166323
981.131.16705397218566-0.0370539721856574
991.3221.223750261751960.0982497382480366
1001.2791.212812413347020.0661875866529842
1011.2791.264081265161690.0149187348383081
1021.131.17781129845118-0.0478112984511832
1031.0791.12066361007257-0.0416636100725713
1041.231.223159827251080.00684017274892007
1051.2041.184977990516190.0190220094838150
1061.131.18118814658061-0.0511881465806094
1071.2171.23448581697717-0.0174858169771712
1081.1611.20089598912004-0.039895989120041
1091.1761.18314118696508-0.00714118696507928
1101.231.23146179060742-0.00146179060742078
1111.131.118278886286320.0117211137136777
1121.2431.28036152278679-0.0373615227867896
1131.2281.190521665101180.037478334898821
1141.1731.18286722684751-0.00986722684750748
1151.1851.180502218471780.004497781528216
1161.1141.16181854946481-0.047818549464807
1171.1431.19808677663628-0.055086776636284
1181.1071.13439712244013-0.027397122440126
1191.1611.20234259572021-0.0413425957202114
1201.2461.26325835699408-0.0172583569940810
1211.3461.316534256350330.0294657436496750
1221.3441.283527668289810.060472331710194
1231.2481.238573447700430.00942655229957147
1241.211.207343489144540.00265651085545819
1251.251.223611226063390.0263887739366145
1261.231.212805218642740.0171947813572562
1271.2151.208548371743920.00645162825607945
1281.1961.19671697604843-0.000716976048426042
1291.1211.12256058767015-0.00156058767015127
1301.2231.189336497912330.0336635020876742
1311.0831.08754284080848-0.00454284080848082
1321.1761.165958131715370.0100418682846294
1331.1461.111622739265200.0343772607347963
1341.171.18722059516917-0.0172205951691687
1351.271.254483223785120.0155167762148831
1361.2251.207336294440270.0176637055597301
1371.0971.13070482774228-0.0337048277422841
1381.1371.14601781550921-0.0090178155092108
1391.2281.207811519922690.0201884800773145
1401.2481.237479662859930.0105203371400661
1411.0451.07879256208452-0.0337925620845227
1421.0571.09510075763931-0.0381007576393143
1431.1611.147815188239260.0131848117607352
1441.1611.17098920562669-0.00998920562668877
1451.261.220580004989360.039419995010637
1461.1991.21069959404855-0.0116995940485459
1471.2011.166283015545350.0347169844546479
1481.2151.22673074604108-0.0117307460410779
1491.1611.18667678619361-0.0256767861936089
1501.1071.12695030336818-0.0199503033681765
1511.3321.33717816044604-0.00517816044604358
1521.1581.20778460980789-0.0497846098078874
1531.271.222102389786950.0478976102130508
1541.1211.13283325119170-0.0118332511916958
1551.1071.12472741412572-0.0177274141257190
1561.261.220876763962150.0391232360378514
1571.1991.24343427762129-0.0444342776212851
1581.2361.223807352353750.0121926476462506
1591.2361.24353285467392-0.00753285467391519
1601.2231.25163766392500-0.0286376639249959
1611.2721.20570281188380.0662971881162002
1621.1211.101172637048930.0198273629510746
1631.1271.059610868739920.0673891312600839
1641.1371.15416205558134-0.0171620555813439
1651.2171.24054003660605-0.0235400366060485
1661.1671.139097145632090.0279028543679133
1671.1611.21675175804763-0.0557517580476312
1681.2461.234683998897330.011316001102673
1691.2011.168513099492080.0324869005079184
1701.1341.129139928678960.00486007132104205
1711.1991.128261985539350.0707380144606473
1721.1731.20823498080530-0.0352349808052968
1731.221.23835246692506-0.0183524669250591
1741.261.245621847302270.0143781526977253
1751.2381.225992866404950.0120071335950532
1761.221.187655362015640.0323446379843640
1771.1881.163770562034380.0242294379656189
1781.1211.15107579953533-0.0300757995353271
1791.1821.151036368714280.0309636312857246
1801.1551.147951140483150.00704885951684541
1811.1761.16195347389380.0140465261061990
1821.1461.20003159450159-0.0540315945015861
1831.1821.23553914318172-0.0535391431817181
1841.1761.23862848267242-0.0626284826724227
1851.3941.320347926956010.0736520730439894
1861.3461.258298950020590.0877010499794057
1871.1731.23085266851091-0.0578526685109073
1881.2831.240461174963940.0425388250360552
1891.2041.199781461054120.00421853894587553
1901.0531.11116928482311-0.0581692848231063
1911.1211.18939050506942-0.0683905050694241
1921.1671.20288434906598-0.0358843490659788
1931.191.22757131398942-0.0375713139894232
1941.2151.24046117496394-0.0254611749639447
1951.2581.224352189144200.0336478108557952
1961.3031.227672974486740.0753270255132589
1971.1991.19942761147955-0.000427611479552728
1981.191.20306281557561-0.0130628155756087
1991.1761.169741808761570.00625819123842963
2001.1821.22058000498936-0.038580004989363
2011.1581.15968498694092-0.0016849869409157
2021.2831.250852130948640.0321478690513551
2031.2991.32079624232363-0.0217962423236282
2041.141.20977708101341-0.0697770810134092
2051.1851.23512820300536-0.0501282030053606
2061.1791.19153864392936-0.0125386439293617
2071.1961.20567898521369-0.00967898521368979
2081.2151.21935129571987-0.00435129571987421
2091.11.13788815177312-0.0378881517731241
2101.1111.19528802922899-0.0842880292289894
2111.2151.22829256165972-0.0132925616597163
2121.2071.23485424288779-0.0278542428877888
2131.2881.235539143181720.0524608568182819
2141.2381.26028525433674-0.0222852543367402
2151.1731.27300076006122-0.100000760061216
2161.211.24374252948543-0.0337425294854289
2171.1521.21694685652310-0.0649468565230991
2181.171.159274046764560.0107259532354420
2191.311.283473661132710.0265263388672921
2201.141.126443869583880.0135561304161231
2211.1991.191483608957370.00751639104263238
2221.2331.23966517691113-0.00666517691113149
2231.221.28062296219811-0.0606229621981073
2241.271.20466406201530.065335937984701
2251.2551.181147687944660.0738523120553385
2261.2041.20896033973517-0.0049603397351742
2271.2551.205250385256600.0497496147434017
2281.1851.19343048245246-0.00843048245246159
2291.2461.21921123221640.0267887677835994
2301.1671.26315669649676-0.096156696496763
2311.1611.156537529033530.00446247096647085
2321.1611.21401729594639-0.0530172959463943
2331.1961.22399628393984-0.0279962839398412
2341.2151.156482494061540.058517505938465
2351.231.24726252456302-0.0172625245630169
2361.1431.17790679205913-0.0349067920591251
2371.2381.223297835124760.0147021648752380
2381.1931.22540654316365-0.0324065431636476
2391.0641.18653775050503-0.122537750505031
2401.271.238061874841650.0319381251583507
2411.2551.167608246237680.087391753762321
2421.231.26622015368757-0.0362201536875657
2431.231.24518605264091-0.0151860526409115
2441.2041.23485424288779-0.0308542428877889
2451.2791.209835199430090.0691648005699087
2461.2551.28036152278679-0.0253615227867898
2471.231.28036152278679-0.0503615227867897
2481.1461.20778460980789-0.0617846098078874
2491.2041.23977627467002-0.0357762746700154
2501.0791.18745306883590-0.108453068835896
2511.2791.254483223785120.0245167762148830
2521.2791.244151414031990.0348485859680055
2531.3221.33229453166997-0.010294531669973
2541.3221.218038585733800.103961414266198
2551.1761.23512820300536-0.0591282030053607
2561.1461.20977708101341-0.0637770810134092
2571.3011.31555670834319-0.0145567083431941
2581.2041.22829256165972-0.0242925616597164
2591.1461.15932908173655-0.0133290817365521
2601.1461.20003159450159-0.0540315945015861
2611.1461.20624250959978-0.0602425095997752
2621.1461.20624250959978-0.0602425095997752
2631.1761.170989205626690.00501079437331113
2641.231.207336294440270.0226637055597300
2651.3221.34651373459641-0.0245137345964051
2661.2791.22235560667910.0566443933209009
2671.3221.208430079280760.113569920719235
2681.2041.22399628393984-0.0199962839398412
2691.1761.22399628393984-0.0479962839398412
2701.2041.22399628393984-0.0199962839398412
2711.2791.261105079059660.0178949209403365
2721.2551.21921123221640.0357887677835993
2731.1761.23553914318172-0.0595391431817182
2741.2791.235539143181720.0434608568182818
2751.1761.19343048245246-0.0174304824524617
2761.3421.337178160446040.00482183955395642
2771.2041.22673074604108-0.0227307460410781
2781.2791.31051843972760-0.0315184397276038
2791.2041.22139880189739-0.0173988018973902
2801.1761.20823498080530-0.0322349808052970
2811.231.212805218642740.0171947813572562
2821.2041.22782453088157-0.0238245308815727
2831.2041.22837142330182-0.0243714233018203
2841.2791.260148274277950.0188517257220454
2851.2041.24046117496394-0.0364611749639448
2861.2791.240461174963940.0385388250360552
2871.2551.225773941259370.0292260587406307
2881.3421.316534256350330.0254657436496750
2891.2041.24374252948543-0.0397425294854289
2901.2791.228508403360610.0504915966393939
2911.231.26028525433674-0.0302852543367402
2921.231.25495331019305-0.0249533101930523
2931.1761.19413407034202-0.0181340703420208
2941.2551.236027917185280.0189720828147164
2951.2791.222102389786950.0568976102130507
2961.3011.222649282207200.0783507177928032
2971.2041.166283015545350.0377169844546478
2981.3421.34866290127124-0.00666290127123861
2991.231.149974819990560.0800251800094394
3001.2041.203626339961690.000373660038305975
3011.2551.250852130948640.00414786905135505
3021.2791.250852130948640.0281478690513551
3031.2041.22757131398942-0.0235713139894232
3041.1461.145092219029390.000907780970613908
3051.1461.145092219029390.000907780970613908
3061.1761.20526701722244-0.0292670172224363
3071.1761.26315669649676-0.0871566964967631
3081.231.228118206409670.00188179359032949
3091.231.184486133067930.0455138669320685
3101.1761.23323533666736-0.0572353366673647
3111.3981.326925212335030.0710747876649748
3121.1761.153256174512040.0227438254879552
3131.1761.153256174512040.0227438254879552
3141.231.23835246692506-0.0083524669250591
3151.1761.20288434906598-0.0268843490659789
3161.2551.244778195909240.0102218040907582
3171.1761.23085266851091-0.0548526685109074
3181.1761.18722059516917-0.0112205951691687
3191.231.24054003660605-0.0105400366060486
3201.2041.20854837174392-0.00454837174392067
3211.2041.20909526416417-0.00509526416416799
3221.1761.156537529033530.0194624709664708
3231.1761.18831438000966-0.0123143800096634
3241.3421.283527668289810.058472331710194
3251.2041.21073594142491-0.00673594142491021
3261.2041.199427611479550.00457238852044717
3271.2551.239798045710330.0152019542896666
3281.1461.19942761147955-0.0534276114795529
3291.1461.21694685652310-0.0709468565230991
3301.1141.23632159271338-0.122321592713381
3311.1761.18050221847178-0.00450221847178412
3321.1761.21401729594639-0.0380172959463944
3331.1461.21456418836664-0.0685641883666418
3341.1761.27300076006122-0.0970007600612162
3351.231.182142895732530.0478571042674737
3361.1461.17071730113891-0.0247173011389093
3371.231.190521665101180.039478334898821
3381.231.23448581697717-0.00448581697717134
3391.231.171811085979400.0581889140205961
3401.1461.138296008504790.00770399149520634
3411.1761.21675175804763-0.0407517580476313
3421.1141.081714927956960.0322850720430446
3431.231.24124362449561-0.0112436244956077
3441.1461.21839243530837-0.0723924353083735
3451.381.328410221941350.0515897780586482
3461.2551.201966975105320.0530330248946778
3471.2041.160405206796310.0435947932036872
3481.2041.160405206796310.0435947932036872
3491.2551.220580004989360.0344199950106369
3501.1761.22058000498936-0.044580004989363
3511.2041.143764932707270.0602350672927324
3521.2791.169662947119470.109337052880533
3531.231.154975713414890.0750242865851091
3541.231.23702518060294-0.00702518060294042
3551.0791.18653775050503-0.107537750505032
3561.2041.142905677163290.0610943228367075
3571.1761.21145924472500-0.0354592447249954
3581.1761.139097145632090.0369028543679132
3591.2791.184369896234570.0946301037654323
3601.1461.141831607733320.00416839226667634
3611.381.375460629863360.00453937013663945
3621.231.229330283713320.000669716286678877
3631.1141.19419424438849-0.0801942443884946
3641.1761.153062103851470.0229378961485269
3651.2551.153608996271720.101391003728280
3661.231.157417527802930.072582472197074
3671.3221.279837429221760.0421625707782439
3681.1141.19528802922899-0.0812880292289893
3691.2041.162866736594870.041133263405126
3701.2041.188764751007070.0152352489929271
3711.2551.181147687944660.0738523120553385
3721.3011.247963029007890.0530369709921119
3731.1761.149488101616790.0265118983832131
3741.2791.249056813848380.0299431861516169
3751.3011.175171302142990.125828697857008
3761.1141.14122659689639-0.0272265968963942
3771.1761.17735887182398-0.00135887182398181
3781.1761.169741808761570.00625819123842963
3791.231.217846570703020.0121534292969781
3801.2041.195874352470290.00812564752971119
3811.1461.124059145797630.0219408542023723
3821.1761.157691487920500.0183085120795023
3831.2041.20567898521369-0.00167898521368978
3841.1761.19153864392936-0.0155386439293618
3851.1761.159332165181240.0166678348187601
3861.2551.240619926063050.0143800739369516
3871.1761.167281306777900.00871869322209505
3881.2041.20896033973517-0.0049603397351742
3891.231.24792462600173-0.0179246260017321
3901.2551.247924626001730.00707537399826785
3911.231.163160412122970.0668395878770284
3921.1141.18939050506942-0.075390505069424
3931.1461.17110955371964-0.0251095537196367
3941.1461.26382290919506-0.117822909195062
3951.1761.18286722684751-0.00686722684750759
3961.2041.21007383998619-0.00607383998619481
3971.1461.18776954321921-0.0417695432192079
3981.1761.18396101168800-0.00796101168800223
3991.2041.21116762482669-0.00716762482668946
4001.2791.239897650577860.0391023494221406
4011.0411.11116928482311-0.0701692848231064
4021.1141.12695030336818-0.0129503033681764
4031.3011.201382707493810.0996172925061854
4041.1761.159274046764560.0167259532354420
4051.1461.18724236620949-0.0412423662094867
4061.2791.238061874841650.0409381251583506
4071.1141.16146161644555-0.0474616164455473
4081.2041.21935129571987-0.0153512957198743
4091.2551.26124514256314-0.00624514256313716
4101.231.223159827251080.00684017274892007
4111.2791.20466406201530.0743359379847009
4121.1761.19759389137313-0.0215938913731350
4131.1461.132419227570650.0135807724293497
4141.1461.17790679205913-0.0319067920591252
4151.1761.23862848267242-0.0626284826724227
4161.2041.199781461054120.00421853894587553
4171.1461.118278886286320.0277211137136777
4181.2551.21044534934150.0445546506584995
4191.231.200328353474370.0296716465256282
4201.1761.18314118696508-0.00714118696507928
4211.1141.12046645596731-0.00646645596731164
4221.1461.18118814658061-0.0351881465806094
4231.2041.203062815575610.00093718442439135
4241.1761.21177366347852-0.035773663478515
4251.2791.234624852665750.0443751473342507
4261.1461.137888151773120.00811184822687576
4271.1141.13788815177312-0.0238881517731241
4281.2551.205250385256600.0497496147434017
4291.2041.21341434073926-0.00941434073925718
4301.231.155309847578940.0746901524210634
4311.2041.21069959404855-0.00669959404854603
4321.2041.183395431672120.0206045683278752
4331.1761.174587034531480.00141296546851529
4341.2041.22540654316365-0.0214065431636477
4351.2041.128669842271020.0753301577289774
4361.1461.15968498694092-0.0136849869409157
4371.1461.110720969455490.0352790305445112
4381.1761.18667678619361-0.0106767861936090
4391.2041.168513099492080.0354869005079183
4401.2041.195172820210520.00882717978947842
4411.1761.141638564887650.0343614351123521
4421.2551.234683998897330.0203160011026729
4431.2041.20857117059913-0.00457117059913444
4441.2041.144373026988880.059626973011115
4451.2551.224352189144200.0306478108557951
4461.231.225992866404950.00400713359505319
4471.1141.13513500207626-0.0211350020762571
4481.2041.184431098095940.0195689019040623
4491.2041.201188636833240.00281136316675713
4501.0411.09281152746101-0.0518115274610069
4511.2041.184977990516190.0190220094838150
4521.2041.161482359670970.0425176403290304
4531.1461.126443869583880.0195561304161231
4541.1761.149295058771110.0267049412288886
4551.2041.187712452617420.0162875473825781
4561.2041.156482494061540.0475175059384649
4571.1761.19456780937359-0.0185678093735921
4581.231.223297835124760.00670216487523797
4591.3011.32079624232363-0.0197962423236282
4601.231.23146179060742-0.00146179060742078
4611.1461.15812317132228-0.0121231713222774
4621.2041.24343427762129-0.0394342776212852
4631.3011.236149293093130.0648507069068724
4641.1761.20089598912004-0.0248959891200411
4651.2551.245621847302270.0093781526977252
4661.3011.227672974486740.0733270255132589
4671.2551.26325835699408-0.00825835699408107
4681.231.24726252456302-0.0172625245630169
4691.231.23638382238965-0.00638382238964718
4701.1761.164138987945000.0118610120550013
4711.231.23966517691113-0.0096651769111316
4721.231.25163766392500-0.021637663924996
4731.2551.233688791109460.0213112088905378
47410.9305296812254880.0694703187745123
4751.231.217048517020420.0129514829795831
4761.231.185388930692540.0446110693074573
4771.1761.24568099353385-0.0696809935338527
4781.1461.129139928678960.0168600713210421
4791.2041.196716976048430.00728302395157397
4801.2551.220876763962150.0341232360378512
4811.3011.31304322701733-0.0120432270173269
4821.3011.295309168087790.00569083191221318
4831.0791.12066361007257-0.0416636100725713
4841.3981.320347926956010.0776520730439894
4851.2551.223611226063390.0313887739366144
4861.0411.09902347037409-0.0580234703740919
4871.231.24353285467392-0.0135328546739152
4881.231.24353285467392-0.0135328546739152
4891.1461.17781129845118-0.0318112984511832
4901.3011.283473661132710.0175263388672919
4911.1761.21013504184756-0.0341350418475646
4921.1761.164217849587100.0117821504128974
4931.3421.34376572397402-0.00176572397401809
4941.2041.22908015026586-0.0250801502658593
4951.2551.247361101615650.00763889838435323
4961.3421.255525057098310.0864749429016944
4971.2551.213416396369050.0415836036309509
4981.1761.21341639636905-0.0374163963690491
4991.2041.21396328878930-0.00996328878929635
5001.2041.25771262677930-0.0537126267792952
5011.2041.21669775089053-0.0126977508905332
5021.231.217244643310780.0127553566892192
5031.1761.20234259572021-0.0263425957202115
5041.231.187655362015640.0423446379843641
5051.2041.188202254435880.0157977455641165
5061.2041.2045301654012-0.000530165401201048
5071.2791.255564487919360.0234355120806424
5081.0411.08755947277432-0.0465594727743187
5091.1761.162538769320200.0134612306797958
5101.2041.128261985539350.0757380144606472
5111.2041.191483608957370.0125163910426323
5121.3421.258298950020590.0837010499794057
5131.231.207811519922690.0221884800773146
5141.1141.101172637048930.0128273629510747
5151.231.223807352353750.00619264764625063
5161.3221.33327824656648-0.0112782465664799
5171.0791.09029393487556-0.0112939348755556
5181.0411.09029393487556-0.0492939348755556
5191.2041.20835841234293-0.00435841234293279
5201.1141.059610868739920.054389131260084
5211.0411.11423890890328-0.0732389089032847
5221.2041.20999908960367-0.00599908960367502
5231.231.28062296219811-0.0506229621981073
5241.0791.14244175764473-0.063441757644733
5251.2041.199140102840830.00485989715916877
5261.2791.237225418152890.0417745818471118
5271.3011.31775147272846-0.0167514727284556
5281.2791.214921121385900.0640788786140985
52911.05791207306249-0.0579120730624921
5301.1141.12472741412572-0.0107274141257189
5311.3221.315915696992250.00608430300775449
5321.1761.16195347389380.0140465261061990
5330.9031.08045089912600-0.177450899125998
5341.231.220390045588380.0096099544116249
5351.2791.20570281188380.0732971881162001
5361.2551.237479662859930.017520337140066
5371.2551.206249704304050.0487502956959528
5381.2041.20734348914454-0.00334348914454181
5391.2551.238573447700430.0164265522995714
5401.0411.04543212444943-0.00443212444943233
5411.0791.10615381506273-0.0271538150627296
5421.0791.10615381506273-0.0271538150627296
5431.0791.076017641347340.00298235865266223
5441.1141.15894607948989-0.0449460794898881
5451.2791.227499647051590.0515003529484087
5461.2791.212812413347020.0661875866529842
5471.1141.13283325119170-0.0188332511916957
5481.1461.111622739265200.0343772607347963
54911.11162273926520-0.111622739265204
5501.1141.112716524105700.00128347589430187
5511.231.24732372642439-0.0173237264243867
5521.2791.264081265161690.0149187348383081
5531.231.189336497912330.0406635020876741
5541.0411.06441666368878-0.0234166636887788
5551.1761.151036368714280.0249636312857246
5561.1761.163770562034380.0122294379656189
5570.9541.03863591392484-0.08463591392484
5581.1761.165958131715370.0100418682846294
5591.1141.13070482774228-0.0167048277422840
5601.1141.11982612556891-0.00582612556891405
5611.2791.238437495456540.040562504543461
5621.231.180547816182210.0494521838177879
5631.3221.223750261751960.0982497382480366
5641.1141.12256058767015-0.00856058767015116
5651.1141.12256058767015-0.00856058767015116
5661.1141.15107579953533-0.0370757995353269
5671.1461.19808677663628-0.0520867766362841
5681.1141.13726753678525-0.0232675367852526
5691.1761.158829842656520.0171701573434754
5701.1461.14795114048315-0.00195114048315471
5711.0791.14109578372698-0.0620957837269845
5721.2791.233047432896170.0459525671038310
5731.1461.130763973973860.0152360260261381
5741.1461.15416205558134-0.00816205558134396
5751.1141.14273646098773-0.0287364609877265
5761.1141.13185775881436-0.0178577588143566
5771.1461.17963044222156-0.0336304422215552
5781.1141.081370328716450.0326296712835524
5791.1141.12718997173918-0.0131899717391760
5801.1461.134045328495350.0119546715046536
5811.1461.14601781550921-1.78155092108994e-05
5821.1461.15744341010283-0.0114434101028281
5831.1461.128283756579670.0177162434203292
5841.0411.09510075763931-0.0541007576393143
5851.1141.13732668301683-0.0233266830168303
5861.0791.10719050930144-0.0281905093014386
5871.1141.16181854946481-0.047818549464807
5881.1141.13439712244013-0.0203971224401259
5891.0411.07879256208452-0.0377925620845227
5901.1761.140061145118070.0359388548819326
5911.2041.141154929958560.0628450700414377
5921.0791.11101875624317-0.0320187562431701
59311.00057134183820-0.000571341838204408
5941.2041.166193688826790.0378063111732138
5951.1761.19056829062650-0.0145682906265028
5960.9541.02561010070643-0.0716101007064285
5971.0791.066527427357460.0124725726425435
5981.1761.147815188239260.0281848117607351
59911.05391049868561-0.0539104986856104
6000.9541.02018060732501-0.0661806073250064
6011.1761.135959965873660.0400400341263399
6021.1141.12965150153774-0.0156515015377373
6031.1761.052504350721390.123495649278612
6041.0791.08754284080848-0.00854284080848082
6051.1461.037055410710570.108944589289428
6061.0791.09723020890362-0.0182302089036218
6071.1141.071996351559930.0420036484400699
60811.01639179120433-0.0163917912043269
6091.1461.16242458811663-0.0164245881166323
6101.1461.130765001788760.0152349982112420
6111.1461.15209277836351-0.00609277836350998
6121.0791.1016053482656-0.0226053482656009
6131.0791.15263967078376-0.0736396707837573
6141.1761.15428034804450.0217196519555005
6151.1141.094105549851450.0198944501485507
6161.1461.143616459757120.00238354024287633
6171.1461.041469980893600.104530019106397
6181.0411.05322765402147-0.0122276540214733
6191.2041.184241138694950.0197588613050502
6201.1141.12135159381119-0.00735159381118859
6211.1461.16705397218566-0.0210539721856574
6221.0791.12189848623144-0.0428984862314361
6231.1761.16467130402920.0113286959708002
6241.2791.082524287603420.196475712396584
6251.0411.04748579751632-0.00648579751632387
6261.0791.12572673317317-0.0467267331731678
6271.1141.13926206362057-0.0252620636205663
6281.0411.04318951979645-0.0021895197964487
6291.0791.08508336663971-0.00608336663971127
6301.0791.11707503150184-0.0380750315018394
6311.1461.17943739937588-0.0334373993758791
6321.0791.13496578590069-0.0559657859006913


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.5858335759783330.8283328480433340.414166424021667
70.4455008402430220.8910016804860450.554499159756977
80.905228076151960.1895438476960790.0947719238480395
90.8560110722510630.2879778554978740.143988927748937
100.8878144958287930.2243710083424130.112185504171207
110.903804420644260.1923911587114820.0961955793557409
120.8585091379496720.2829817241006560.141490862050328
130.9071188910455970.1857622179088060.092881108954403
140.9253940006589320.1492119986821360.0746059993410682
150.9335279975229750.1329440049540510.0664720024770254
160.9993810789760930.001237842047814880.00061892102390744
170.9999913506963411.72986073172606e-058.6493036586303e-06
180.999999996188857.62230013485678e-093.81115006742839e-09
190.999999991399961.72000807103461e-088.60004035517303e-09
200.9999999811204243.7759151922144e-081.8879575961072e-08
210.9999999647348447.05303117936036e-083.52651558968018e-08
220.9999999316875821.36624836485134e-076.83124182425669e-08
230.999999880122812.39754380700089e-071.19877190350044e-07
240.9999997697018994.60596201455684e-072.30298100727842e-07
250.9999996607596666.78480667202566e-073.39240333601283e-07
260.9999995153639289.6927214348706e-074.8463607174353e-07
270.999999322417331.35516533991073e-066.77582669955365e-07
280.9999988869347062.22613058760501e-061.11306529380250e-06
290.9999982911576073.41768478597552e-061.70884239298776e-06
300.9999969980401886.00391962484923e-063.00195981242462e-06
310.99999574576028.50847960119895e-064.25423980059947e-06
320.9999965795881046.84082379229183e-063.42041189614591e-06
330.9999950372956559.9254086900788e-064.9627043450394e-06
340.9999982288380843.54232383289917e-061.77116191644959e-06
350.9999974986904675.00261906687763e-062.50130953343881e-06
360.9999964778873597.04422528257126e-063.52211264128563e-06
370.9999944901985251.10196029505264e-055.5098014752632e-06
380.9999912308583131.75382833745422e-058.76914168727108e-06
390.9999859252301282.81495397447574e-051.40747698723787e-05
400.9999777003618324.45992763351482e-052.22996381675741e-05
410.9999656597989076.86804021865483e-053.43402010932741e-05
420.9999566496896318.67006207377255e-054.33503103688628e-05
430.9999412751713820.0001174496572357125.87248286178559e-05
440.9999151786979910.0001696426040172008.48213020086002e-05
450.9999206215574970.0001587568850057657.93784425028827e-05
460.999882602613360.0002347947732787250.000117397386639363
470.9998302008723780.0003395982552435340.000169799127621767
480.9997538952103880.0004922095792248090.000246104789612404
490.9996489723471420.0007020553057150120.000351027652857506
500.9995443806523790.0009112386952428380.000455619347621419
510.9994693508121050.001061298375790320.000530649187895162
520.999418942044260.001162115911478940.000581057955739472
530.9992083726546810.001583254690637180.000791627345318591
540.9989231871488890.002153625702222850.00107681285111143
550.9990498825605320.001900234878936440.000950117439468222
560.998704106408170.002591787183661160.00129589359183058
570.9982464671363150.003507065727369080.00175353286368454
580.9976701521745280.00465969565094310.00232984782547155
590.9973210925851750.005357814829650880.00267890741482544
600.9973094915206890.005381016958622320.00269050847931116
610.9965382074526420.006923585094715160.00346179254735758
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3800.9341783646132780.1316432707734440.065821635386722
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3910.8555864610025570.2888270779948860.144413538997443
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4020.9115397721269810.1769204557460370.0884602278730186
4030.9422479897047480.1155040205905040.0577520102952522
4040.9357996389879430.1284007220241130.0642003610120565
4050.9362496890621640.1275006218756730.0637503109378364
4060.9340176988467770.1319646023064460.0659823011532229
4070.936702423789060.1265951524218810.0632975762109404
4080.9307652132214170.1384695735571660.0692347867785832
4090.9233433078225270.1533133843549450.0766566921774726
4100.9145169386599110.1709661226801790.0854830613400893
4110.9281808365778650.1436383268442710.0718191634221355
4120.9227458209321820.1545083581356360.0772541790678179
4130.9142262366259970.1715475267480060.0857737633740028
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4170.9091316331783230.1817367336433540.0908683668216772
4180.9073544447109450.1852911105781090.0926455552890546
4190.900508307950210.1989833840995790.0994916920497897
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4210.8791267220099670.2417465559800650.120873277990033
4220.8771066948037550.2457866103924910.122893305196245
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4270.8382115975207560.3235768049584880.161788402479244
4280.8385456841513120.3229086316973770.161454315848688
4290.8252387424800110.3495225150399780.174761257519989
4300.8491935714880260.3016128570239480.150806428511974
4310.8356259396192750.3287481207614490.164374060380725
4320.8222945115659270.3554109768681460.177705488434073
4330.8059682713016860.3880634573966270.194031728698314
4340.795388716513690.4092225669726180.204611283486309
4350.8246769295889660.3506461408220680.175323070411034
4360.8106768099517070.3786463800965850.189323190048293
4370.8040375612420280.3919248775159430.195962438757972
4380.7883292142366690.4233415715266620.211670785763331
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4480.6653169809935190.6693660380129620.334683019006481
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4500.6485176140709850.7029647718580310.351482385929015
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4580.5340011046921780.9319977906156440.465998895307822
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4600.4926873289127120.9853746578254250.507312671087288
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4620.4662057927208510.9324115854417020.533794207279149
4630.4916339638058080.9832679276116170.508366036194192
4640.4742154757726350.948430951545270.525784524227365
4650.4494714410696910.8989428821393830.550528558930309
4660.4914330543663530.9828661087327070.508566945633647
4670.4674878386691250.934975677338250.532512161330875
4680.4468635869690050.8937271739380110.553136413030995
4690.4223592564559050.844718512911810.577640743544095
4700.3996312728322150.799262545664430.600368727167785
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4740.4224416683695990.8448833367391970.577558331630401
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4760.4045747345041040.8091494690082070.595425265495896
4770.4463196035729160.8926392071458320.553680396427084
4780.4299639188220510.8599278376441030.570036081177949
4790.4054909613308480.8109819226616960.594509038669152
4800.3955992244573980.7911984489147960.604400775542602
4810.3771896656984940.7543793313969880.622810334301506
4820.3532069777405180.7064139554810360.646793022259482
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4840.375411709340020.750823418680040.62458829065998
4850.3630570600542570.7261141201085140.636942939945743
4860.3658695810374140.7317391620748280.634130418962586
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4880.3228196542944370.6456393085888740.677180345705563
4890.3087845677091290.6175691354182570.691215432290871
4900.2871994171434860.5743988342869710.712800582856514
4910.2780052915065570.5560105830131150.721994708493443
4920.2582925266959660.5165850533919320.741707473304034
4930.2407517436327510.4815034872655020.759248256367249
4940.2283250141407970.4566500282815940.771674985859203
4950.2084810987975610.4169621975951220.791518901202439
4960.2556638565168360.5113277130336720.744336143483164
4970.2522881654476550.5045763308953110.747711834552345
4980.2458012879809920.4916025759619840.754198712019008
4990.2257885081177740.4515770162355470.774211491882226
5000.2424297977083520.4848595954167050.757570202291648
5010.2238995999177140.4477991998354270.776100400082286
5020.2045650343402520.4091300686805030.795434965659748
5030.1929388861867140.3858777723734280.807061113813286
5040.1902053839778270.3804107679556530.809794616022173
5050.1739155765220000.3478311530440000.826084423478
5060.1565369096196430.3130738192392870.843463090380356
5070.1425814498681550.2851628997363100.857418550131845
5080.1377074989652680.2754149979305360.862292501034732
5090.1244090382863680.2488180765727360.875590961713632
5100.1613000392844590.3226000785689180.838699960715541
5110.1459719478307270.2919438956614540.854028052169273
5120.1822223015003370.3644446030006750.817777698499663
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5160.1296647258710790.2593294517421580.870335274128921
5170.1157120829794430.2314241659588860.884287917020557
5180.1105789756361710.2211579512723420.889421024363829
5190.0974863318306580.1949726636613160.902513668169342
5200.1205363730701690.2410727461403380.879463626929831
5210.1319946466562640.2639892933125270.868005353343736
5220.1170456722541680.2340913445083370.882954327745832
5230.1284161612005840.2568323224011680.871583838799416
5240.1378182173772460.2756364347544920.862181782622754
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5260.1162987982024550.232597596404910.883701201797545
5270.1108892725865470.2217785451730950.889110727413453
5280.1219131700773060.2438263401546110.878086829922694
5290.1197813754911450.239562750982290.880218624508855
5300.1054844532076370.2109689064152740.894515546792363
5310.09360420691587120.1872084138317420.906395793084129
5320.08292976311316140.1658595262263230.917070236886839
5330.3437929604558380.6875859209116770.656207039544162
5340.3157291181856360.6314582363712710.684270881814364
5350.3519015559252560.7038031118505120.648098444074744
5360.3247744398052640.6495488796105290.675225560194736
5370.3253966879068780.6507933758137570.674603312093122
5380.297786227912590.595572455825180.70221377208741
5390.2725102021281570.5450204042563140.727489797871843
5400.2473794113958320.4947588227916630.752620588604168
5410.2283952274996790.4567904549993590.77160477250032
5420.2106085014474690.4212170028949380.789391498552531
5430.1890615530852150.378123106170430.810938446914785
5440.1888514816005640.3777029632011280.811148518399436
5450.1895171594677820.3790343189355640.810482840532218
5460.2127517985016440.4255035970032890.787248201498356
5470.1920833216135120.3841666432270250.807916678386488
5480.1866140798829980.3732281597659960.813385920117002
5490.3072972422749720.6145944845499430.692702757725028
5500.2784306230627520.5568612461255030.721569376937248
5510.2571144642488320.5142289284976640.742885535751168
5520.2316009162291950.463201832458390.768399083770805
5530.2250167766193050.4500335532386090.774983223380695
5540.2048782088198640.4097564176397280.795121791180136
5550.1885575512373760.3771151024747520.811442448762624
5560.1679682461704420.3359364923408830.832031753829558
5570.2247258327434650.4494516654869290.775274167256536
5580.2002889488380870.4005778976761750.799711051161913
5590.1802972613967270.3605945227934550.819702738603273
5600.1587382641842560.3174765283685130.841261735815744
5610.1554159751000840.3108319502001680.844584024899916
5620.1614077207936770.3228154415873530.838592279206323
5630.2882732812494430.5765465624988860.711726718750557
5640.2581027783078950.5162055566157910.741897221692104
5650.2295386399491140.4590772798982290.770461360050886
5660.2138523381806590.4277046763613170.786147661819341
5670.2097235243117210.4194470486234430.790276475688279
5680.1889456448576080.3778912897152160.811054355142392
5690.1699149440603710.3398298881207430.830085055939628
5700.1471693212948580.2943386425897160.852830678705142
5710.1623721853238990.3247443706477980.837627814676101
5720.1780681589797580.3561363179595160.821931841020242
5730.1578526541784980.3157053083569950.842147345821502
5740.1356093362749320.2712186725498650.864390663725068
5750.1204733928137160.2409467856274320.879526607186284
5760.1037184293552400.2074368587104790.89628157064476
5770.0919664930800970.1839329861601940.908033506919903
5780.08196187339139560.1639237467827910.918038126608604
5790.06862057653315610.1372411530663120.931379423466844
5800.0572920108834830.1145840217669660.942707989116517
5810.04661060187527290.09322120375054590.953389398124727
5820.0376054856483910.0752109712967820.96239451435161
5830.03119687028284350.06239374056568690.968803129717157
5840.034001307302790.068002614605580.96599869269721
5850.02826773216059880.05653546432119750.971732267839401
5860.0246833382911240.0493666765822480.975316661708876
5870.02466759174633080.04933518349266150.97533240825367
5880.02060797518741290.04121595037482570.979392024812587
5890.02118244748756580.04236489497513160.978817552512434
5900.01775773280130940.03551546560261880.98224226719869
5910.02010978628388770.04021957256777530.979890213716112
5920.01807974220714550.03615948441429090.981920257792855
5930.01456947584051110.02913895168102220.985430524159489
5940.01312217005790640.02624434011581270.986877829942094
5950.009759239718324480.01951847943664900.990240760281676
5960.02257664829290710.04515329658581420.977423351707093
5970.01712569407646190.03425138815292380.982874305923538
5980.01394413093293290.02788826186586570.986055869067067
5990.02302248127552810.04604496255105610.976977518724472
6000.08129624588856940.1625924917771390.91870375411143
6010.07156076733609280.1431215346721860.928439232663907
6020.05931864028713870.1186372805742770.940681359712861
6030.1010785109176810.2021570218353620.898921489082319
6040.0880944774629790.1761889549259580.911905522537021
6050.1190421587491290.2380843174982580.880957841250871
6060.1046723363066040.2093446726132090.895327663693396
6070.08475761443563840.1695152288712770.915242385564362
6080.1055066936227140.2110133872454280.894493306377286
6090.08146098819711320.1629219763942260.918539011802887
6100.0611143533212220.1222287066424440.938885646678778
6110.04441716226971050.0888343245394210.95558283773029
6120.04210667831172440.08421335662344890.957893321688276
6130.07785531923055150.1557106384611030.922144680769449
6140.05632852949694060.1126570589938810.94367147050306
6150.04184298612916140.08368597225832290.958157013870839
6160.03040769940481980.06081539880963950.96959230059518
6170.03502043585619570.07004087171239140.964979564143804
6180.03466663996591420.06933327993182850.965333360034086
6190.02551105501906750.0510221100381350.974488944980932
6200.01676747850512490.03353495701024970.983232521494875
6210.01023982203036140.02047964406072270.989760177969639
6220.0157819263291110.0315638526582220.98421807367089
6230.008570154339418920.01714030867883780.99142984566058
6240.9856814565346040.02863708693079180.0143185434653959
6250.9574822938166010.08503541236679730.0425177061833986
6260.9720308102204750.05593837955904940.0279691897795247


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level470.0756843800322061NOK
5% type I error level860.138486312399356NOK
10% type I error level1300.209339774557166NOK