Multiple Linear Regression - Estimated Regression Equation
acceleration [t] = + 18.4042054369189 + 0.00218916863715812weight[t] -0.0891828583404409horsepower[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)18.40420543691890.2583371.24300
weight0.002189168637158120.00016313.436900
horsepower-0.08918285834044090.003574-24.955900


Multiple Linear Regression - Regression Statistics
Multiple R0.764889185377629
R-squared0.585055465907653
Adjusted R-squared0.583736087420873
F-TEST (value)443.432625110823
F-TEST (DF numerator)2
F-TEST (DF denominator)629
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.75526632074775
Sum Squared Residuals1937.92374989659


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.511.7736335877707-0.273633587770679
21112.548760123128-1.54876012312801
310.513.4690478988155-2.96904789881547
41010.2491805394150-0.249180539414952
58.58.66958605714987-0.169586057149872
6108.025133529744331.97486647025567
71011.0431273732383-1.04312737323828
8812.0356577139520-4.03565771395196
9105.093836724589614.90616327541039
101515.1245419019160-0.124541901916024
1115.515.8262219773727-0.326221977372707
1220.518.31891840244372.18108159755628
1317.516.4947553597871.00524464021301
1417.515.13110940782752.3688905921725
1512.513.2171451798603-0.717145179860267
16149.332904154208784.66709584579122
171510.14743572503464.8525642749654
1818.511.55105976824606.94894023175402
1914.515.2190431001068-0.719043100106845
201414.8093016181653-0.809301618165255
2115.516.7736619959741-1.27366199597414
2215.516.6839060818507-1.18390608185066
231212.9032446045446-0.903244604544629
241313.9936114236524-0.993611423652375
251213.6329138709963-1.63291387099633
261214.0495320223344-2.04953202233443
271917.25455771468391.74544228531614
281516.6707710700277-1.67077107002771
291415.5944339941320-1.59443399413196
301415.0253532029659-1.02535320296586
3114.516.1469414387769-1.64694143877686
321916.48871563847152.51128436152846
331917.06816921704041.93183078295961
3420.516.44123003873214.05876996126789
351715.92374929228171.07625070771826
3616.515.60756900595490.892430994045093
371213.0455405659599-1.04554056595991
3813.514.0789890005015-0.578989000501541
391313.7983054136573-0.79830541365727
40119.996589198060711.00341080193929
4113.514.4364995986364-0.936499598636367
4212.511.13996606574831.36003393425171
4313.514.8542311024745-1.35423110247450
441415.7816469277355-1.78164692773551
451615.31889539721410.681104602785909
4614.514.8365569155742-0.336556915574235
471817.12331065094940.87668934905062
481615.97753850563460.0224614943653709
4914.515.2395247826143-0.739524782614331
501516.0069377004937-1.00693770049375
511311.7727966396901.22720336031001
5211.513.0654039214973-1.56540392149733
5314.515.0347734756716-0.534773475671568
5412.513.2952666283989-0.795266628398935
551214.7992254821266-2.79922548212656
561313.8646565830501-0.864656583050066
57119.595604390667761.40439560933224
58119.17663623288951.82336376711050
5916.515.87240062774300.627599372256953
601816.66201439547911.33798560452092
6116.517.1695923558147-0.66959235581473
621616.2891796168841-0.289179616884144
631415.9660523657318-1.96605236573184
6412.512.20036063421390.299639365786130
651515.5915109319088-0.591510931908756
6619.517.23923353422382.26076646577625
6716.515.22904894071661.27095105928343
6818.515.88064202981662.61935797018337
691414.2732644655465-0.273264465546546
701314.4088773544344-1.40887735443437
719.57.257411448379882.24258855162012
7215.516.439716980373-0.939716980373004
731415.940998749081-1.94099874908099
741112.4677608835532-1.46776088355316
751414.4172795943109-0.41727959431095
761110.37240482218680.627595177813159
7716.516.7226350070415-0.222635007041452
781615.83669781927050.163302180729535
7916.516.6352290993581-0.135229099358129
802116.62663326261254.3733667373875
811717.7631662199696-0.763166219969612
821816.54515150962861.45484849037136
831414.9839525957289-0.983952595728899
8414.515.3136801118587-0.813680111858721
851616.0719694083965-0.0719694083964852
8615.514.34606757423481.15393242576517
8715.516.7262919628507-1.22629196285070
8814.516.4830303518281-1.98303035182813
891917.34895585837971.65104414162033
9014.516.3674744153468-1.86747441534679
911416.6323638204429-2.63236382044292
921515.2023089157826-0.202308915782643
931616.8072912024255-0.807291202425548
941617.0772803262611-1.07728032626107
9519.518.89643419255240.603565807447553
9611.513.462158717298-1.96215871729800
971415.1925997265370-1.19259972653697
9813.515.4001007457790-1.90010074577896
992117.14717288484713.85282711515287
1001916.75969003607012.24030996392986
1011918.21783718622040.782162813779552
10213.515.6454031997567-2.14540319975665
1031213.8370921221561-1.83709212215606
1041716.77924422812250.220755771877467
1051615.86515701155350.134842988446479
10613.515.7577846938378-2.25778469383776
10716.516.9387443751500-0.438744375150046
10814.516.2859473911759-1.78594739117591
1091515.8294542030809-0.829454203080939
1101717.0294855630366-0.0294855630366109
11113.513.9954461576175-0.495446157617485
11217.517.6070716485743-0.107071648574306
11316.916.04034828583420.859651714165836
11414.915.8299242043690-0.92992420436897
11515.315.8225775336844-0.522577533684434
1161315.1459510748786-2.1459510748786
11713.916.3757485764864-2.47574857648641
11812.814.0757567747933-1.27575677479331
11914.516.3802877515637-1.88028775156373
12017.617.7741698464634-0.174169846463392
12122.218.22165497983273.9783450201673
12222.117.79059486730264.30940513269743
12317.717.47857429713910.221425702860943
12416.216.5736107019117-0.373610701911699
12517.816.92184935302280.87815064697716
1261716.51785094103260.482149058967356
12716.416.4331494744615-0.0331494744615312
12815.716.2034350932420-0.503435093241956
12913.213.6521011162557-0.452101116255709
13016.716.06488663001000.635113369990039
13112.111.93984956639210.160150433607945
1321515.2825164784635-0.282516478463457
1331413.24710491838150.752895081618544
13414.815.9872351827593-1.18723518275932
13518.617.22683241598681.37316758401316
13616.816.41933835236050.380661647639471
13712.513.9666652897284-1.46666528972843
13813.714.5358491353895-0.835849135389537
13916.916.53790789343910.362092106560883
14017.717.43260175575870.267398244241264
14111.111.5895825844468-0.489582584446756
14211.412.3610068928075-0.961006892807467
14314.514.6060055862736-0.106005586273606
14414.515.6949296424512-1.19492964245121
14518.216.67395802454891.52604197545108
14615.816.4980906399902-0.698090639990229
14715.915.54455311676540.355446883234647
14816.416.7744536728682-0.374453672868178
14914.515.9159778914962-1.41597789149619
15012.814.2859294760815-1.48592947608146
15121.518.46892798133663.03107201866345
15214.416.4586403333344-2.05864033333437
15318.616.69298443200531.90701556799471
15413.214.0951501290427-0.895150129042703
15512.813.8231201622521-1.02312016225205
15618.216.83866094481081.36133905518917
15715.817.3145474871552-1.51454748715520
15817.216.99476802832710.205231971672888
15917.217.4049795115567-0.204979511556734
16016.717.5444101940568-0.844410194056802
16118.716.51888148598272.18111851401725
16213.212.97059355982150.229406440178519
16313.411.23071976575582.16928023424418
16413.714.8504133088623-1.15041330886225
16516.517.0574294828446-0.557429482844616
16614.714.7885560433598-0.0885560433597586
16714.516.5973371222484-2.09733712224839
16817.617.07373893706780.526261062932197
16915.915.41371827101090.486281728989084
17013.614.1303376650402-0.530337665040234
17115.814.00795033034941.7920496696506
17214.916.4286680826922-1.52866808269220
17316.617.0136461101015-0.413646110101452
17418.217.36927670308420.830723296915848
17517.316.88281126434700.417188735652984
17616.615.94969764032160.650302359678368
17715.415.21684141934870.183158580651286
17813.214.7551329458984-1.55513294589837
17915.214.74903544127490.450964558725071
18014.314.6151292076153-0.31512920761526
1811515.1483010813188-0.14830108131876
1821416.2863721212769-2.28637212127693
18315.216.9309277031775-1.73092770317748
1841517.1146570308958-2.11465703089576
18524.819.05567044728195.74432955271805
18622.217.86470492535994.33529507464006
18714.916.8681179229779-1.96811792297794
18819.217.02944029184962.17055970815041
1891616.2228284474913-0.222828447491348
19011.313.8290693411935-2.52906934119347
19113.215.9732632228553-2.77326322285532
19214.716.3198857611123-1.61988576111235
19315.516.8024428638632-1.3024428638632
19416.417.0272511232124-0.627251123212436
19518.116.83902789160391.26097210839615
19620.116.9518216036653.148178396335
19715.816.2378434644664-0.437843464466425
19815.516.3125843616148-0.812584361614831
1991515.5278189324411-0.52781893244115
20015.216.6739580245489-1.47395802454892
20114.415.1696774952153-0.76967749521529
20219.217.22646546919381.97353453080618
20319.918.88700140772581.01299859227424
20413.816.4789159068518-2.67891590685183
20515.316.9138843553682-1.61388435536824
20615.116.0290354958554-0.92903549585535
20715.716.3638752428455-0.663875242845533
20816.416.6813046952335-0.281304695233461
20912.614.5595755557262-1.95957555572623
21012.916.1340125359439-3.23401253594393
21116.416.8011936978021-0.401193697802108
21216.116.9061707378907-0.806170737890684
21319.416.93092770317752.46907229682252
21417.317.3626639259857-0.0626639259856584
21514.917.6346938927763-2.73469389277631
21616.217.0841695077785-0.884169507778546
21714.216.5989532351025-2.39895323510251
21814.815.2105955890432-0.410595589043243
21920.418.34059146770432.05940853229569
22013.814.1165265429392-0.316526542939232
22115.816.0701019153653-0.270101915365330
22217.117.2549699326639-0.154969932663895
22316.618.4091318057343-1.80913180573426
22418.616.33551910505752.26448089494252
2251815.79917278895372.20082721104625
2261616.4404961451461-0.440496145146066
2271816.36512440890661.63487559109337
22815.316.1392278212993-0.8392278212993
22917.616.65243328497040.947566715029637
23014.717.4376687154321-2.73766871543208
23114.515.2847181592216-0.78471815922159
23214.516.5426079063194-2.04260790631944
23315.716.730670300125-1.03067030012501
23416.415.0411926559011.35880734409898
2351717.4240059190131-0.424005919013104
23613.915.6767854542629-1.77678545426291
23717.316.83579566589560.464204334104379
23815.616.8422601173121-1.24226011731209
23911.615.9369873585997-4.3369873585997
24018.617.10532730056411.49467269943592
2411815.78171722316452.21828277683553
2421717.3766358858897-0.376635885889661
2431717.0735906113858-0.0735906113857769
2441616.9061707378907-0.906170737890685
2451916.48871563847152.51128436152846
2461817.60707164857430.392928351425694
2471717.6070716485743-0.607071648574306
2481416.4586403333344-2.45864033333437
2491616.993737483377-0.99373748337701
2501216.0674552575611-4.06745525756111
2511917.22683241598681.77316758401315
2521917.06816921704041.93183078295961
2532118.31891840244372.68108159755628
2542116.62663326261254.3733667373875
2551516.9138843553682-1.91388435536824
2561416.4789159068518-2.47891590685183
2572018.12142322381151.87857677618855
2581616.8011936978021-0.801193697802106
2591415.4618347098414-1.46183470984138
2601416.2863721212769-2.28637212127693
2611416.4018250032633-2.40182500326326
2621416.4018250032633-2.40182500326326
2631515.6949296424512-0.694929642451212
2641716.41933835236050.580661647639470
2652118.57067279571692.4293272042831
2661916.69783277056762.30216722943236
2672116.44123003873214.55876996126789
2681616.7262919628507-0.726291962850698
2691516.730670300125-1.73067030012501
2701616.730670300125-0.730670300125014
2711917.36151781441961.63848218558043
2721816.65243328497041.34756671502964
2731516.9309277031775-1.93092770317748
2741916.93092770317752.06907229682252
2751516.1392278212993-1.1392278212993
2762218.46892798133663.53107201866345
2771616.7744536728682-0.774453672868176
2781918.11219654797480.88780345202521
2791616.6852708145277-0.685270814527736
2801516.4286680826922-1.42866808269220
2811716.51785094103260.482149058967356
2821616.7963453592398-0.796345359239758
2831616.8072912024255-0.807291202425548
2841917.34895585837971.65104414162033
2851617.0272511232124-1.02725112321243
2861917.02944029184961.97055970815041
2871816.77283756001411.22716243998594
2882218.22165497983273.77834502016730
2891617.0841695077785-1.08416950777855
2901916.81662093275722.18337906724278
2911717.3626639259857-0.362663925985659
2921717.2756702362824-0.275670236282376
2931516.1469414387769-1.14694143877686
2941816.94958716384081.05041283615917
2951916.69298443200532.30701556799471
2962016.70174110655393.29825889344607
2971615.54455311676540.455446883234646
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2991715.15336804099211.84663195900790
3001616.3302585485151-0.330258548515098
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3031616.8024428638632-0.8024428638632
3041415.0253532029659-1.02535320296586
3051415.027542371603-1.02754237160301
3061516.3674744153468-1.36747441534679
3071517.4376687154321-2.43766871543208
3081716.8133887070490.186611292951009
3091715.92374929228171.07625070771826
3101516.9135174085752-1.91351740857522
3112518.42962600036276.57037399963728
3121515.2190431001068-0.219043100106846
3131515.2190431001068-0.219043100106846
3141717.0136461101015-0.0136461101014536
3151516.3198857611123-1.31988576111235
3161817.12472065481350.875279345186524
3171516.8681179229779-1.86811792297794
3181515.9872351827593-0.987235182759325
3191717.0574294828446-0.057429482844616
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3231516.0069377004937-1.00693770049375
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3251616.4681761726561-0.46817617265606
3261616.2378434644664-0.237843464466426
3271817.04267835816760.957321641832449
3281416.2422218017407-2.24222180174074
3291416.5989532351025-2.59895323510250
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3311515.8225775336844-0.822577533684434
3321516.5426079063194-1.54260790631944
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3341517.6346938927763-2.63469389277631
3351715.85979340051611.14020659948388
3361415.5944339941320-1.59443399413196
3371716.04034828583420.959651714165838
3381716.93874437515000.061255624849954
3391715.60756900595491.39243099404509
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3411516.5973371222484-1.59733712224839
3421313.2171451798603-0.217145179860268
3431717.0760889435080-0.0760889435079652
3441416.6323638204429-2.63236382044292
3452418.52271719468945.47728280531056
3461816.29533490481561.70466509518442
3471615.33402598080520.665974019194848
3481615.33621514944230.66378485055769
3491816.67395802454891.32604197545108
3501516.6739580245489-1.67395802454892
3511614.91876005002321.08123994997684
3521915.54522922704343.45477077295659
3531715.20820031141611.79179968858394
3541716.99623581549920.00376418450080103
3551215.9369873585997-3.9369873585997
3561614.87773890170021.12226109829980
3571516.4830303518281-1.48303035182813
3581514.78855604335980.211443956640242
3591915.88064202981663.11935797018337
3601414.8542311024745-0.854231102474502
3612419.23513700434194.76486299565810
3621716.86003735870740.139962641292637
3631316.1011750063866-3.10117500638656
3641515.1245419019160-0.124541901916024
3651815.13110940782752.8688905921725
3661715.22904894071661.77095105928343
3672117.81754100122653.18245899877348
3681316.1340125359439-3.13401253594393
3691615.34450182270290.65549817729709
3701615.97753850563460.0224614943653709
3711815.79917278895372.20082721104625
3722017.23923353422382.76076646577625
3731515.0184187502614-0.0184187502613608
3741917.25455771468391.74544228531614
3752015.64926626455594.35073373544408
3761314.7837077047974-1.78370770479741
3771515.6974279745734-0.6974279745734
3781515.5278189324411-0.52781893244115
3791716.63522909935810.364770900641871
3801616.1285911415985-0.128591141598539
3811414.2732644655465-0.273264465546546
3821515.2023089157826-0.202308915782643
3831616.3638752428455-0.363875242845532
3841516.0290354958554-1.02903549585535
3851515.2395247826143-0.239524782614331
3861817.12331065094940.87668934905062
3871515.4375930170296-0.437593017029636
3881616.4404961451461-0.440496145146066
3891717.2803577370417-0.280357737041723
3901817.28035773704170.719642262958277
3911715.32490235946351.67509764053650
3921315.9732632228553-2.97326322285532
3931415.5361056057018-1.53610560570175
3941417.5982571907177-3.59825719071768
3951515.8299242043690-0.829924204368971
3961616.4607717186635-0.460771718663532
3971415.940998749081-1.94099874908099
3981515.8583833966520-0.858383396652027
3991616.4870417423094-0.487041742309429
4001917.12226759387831.87773240612169
4011113.8290693411935-2.82906934119347
4021314.2859294760815-1.28592947608146
4032016.25889820275703.74110179724305
4041515.2105955890432-0.210595589043243
4051415.9350042989526-1.93500429895256
4061917.10532730056411.89467269943592
4071315.2521897931492-2.25218979314925
4081616.6813046952335-0.68130469523346
4091817.57313327863790.426866721362131
4101716.77924422812250.220755771877467
4111916.33551910505752.66448089494251
4121516.1746667374739-1.17466673747387
4131414.4172795943109-0.41727959431095
4141415.6767854542629-1.67678545426291
4151517.1146570308958-2.11465703089576
4161616.2228284474913-0.222828447491348
4171413.99544615761750.00455384238251536
4181816.4947553597871.50524464021301
4191716.24034179658860.759658203411386
4201515.8294542030809-0.829454203080939
4211314.0589320480951-1.05893204809507
4221415.7577846938378-1.75778469383776
4231616.3125843616148-0.312584361614832
4241516.5106525960301-1.51065259603014
4251917.04574974607281.95425025392722
4261414.5486297125404-0.548629712540437
4271314.5595755557262-1.55957555572623
4281816.36512440890661.63487559109337
4291616.5544359687733-0.554435968773299
4301715.04927322017161.95072677982841
4311616.4980906399902-0.49809063999023
4321615.82622197737270.173778022627293
4331515.5915109319088-0.591510931908756
4341616.8422601173121-0.842260117312086
4351614.26690306862511.73309693137491
4361415.1696774952153-1.16967749521529
4371413.66889308388790.331106916112097
4381515.9159778914962-0.91597789149619
4391615.41371827101090.586281728989084
4401616.1337486436459-0.133748643645918
4411514.62201838913270.377981610867261
4421817.07373893706780.926261062932195
4431616.4713506150563-0.4713506150563
4441614.69426095415901.30573904584104
4451816.83902789160391.16097210839615
4461716.88281126434700.117188735652983
4471314.4075829171863-1.40758291718625
4481615.83669781927050.163302180729535
4491616.2891796168841-0.289179616884144
4501113.0025488701108-2.00254887011078
4511615.86515701155350.134842988446479
4521615.18672084302450.813279156975476
4531414.1165265429392-0.116526542939233
4541514.83655691557420.163443084425765
4551615.93302123930540.0669787606945772
4561615.0411926559010.958807344098986
4571516.1113869559863-1.11138695598630
4581716.83579566589560.164204334104378
4592018.88700140772581.11299859227424
4601717.0294855630366-0.0294855630366109
4611415.0784085227327-1.07840852273270
4621617.3145474871552-1.3145474871552
4632017.16683013139452.83316986860547
4641516.2859473911759-1.28594739117591
4651817.36927670308420.630723296915849
4662016.9518216036653.048178396335
4671817.77416984646340.225830153536606
4681717.4240059190131-0.424005919013104
4691717.1695923558147-0.169592355814731
4701515.2469745077939-0.246974507793877
4711717.2549699326639-0.254969932663897
4721717.5444101940568-0.544410194056801
4731817.13133343191200.868666568088032
474105.093836724589614.90616327541039
4751716.72263500704150.277364992958548
4761715.87240062774301.12759937225695
4771517.4279142549994-2.42791425499939
4781414.1303376650402-0.130337665040234
4791616.2034350932420-0.203435093241955
4801816.83866094481081.16133905518917
4812018.89643419255241.10356580744755
4822018.5440810964651.455918903535
4831213.8370921221561-1.83709212215606
4842519.05567044728195.94432955271805
4851816.92184935302281.07815064697716
4861113.0240736096893-2.02407360968934
4871717.4049795115567-0.404979511556733
4881717.4071686801939-0.407168680193892
4891415.6454031997567-1.64540319975665
4902018.34059146770431.65940853229570
4911516.5635018068070-1.56350180680696
4921515.2520289553462-0.252028955346246
4932219.54375199887322.4562480011268
4941617.0772803262611-1.07728032626107
4951817.52538378660040.47461621339957
4962217.71469534646714.2853046535329
4971816.66201439547911.33798560452092
4981516.6707710700277-1.67077107002771
4991616.6839060818507-0.683906081850658
5001617.7847487428562-1.78474874285616
5011616.7736619959741-0.773661995974141
5021716.78898617643420.211013823565752
5031516.3802877515637-1.38028775156373
5041715.94969764032161.05030235967837
5051615.96064348350740.0393565164925756
5061616.439395304767-0.439395304767001
5071917.77932734851081.22067265148923
5081112.4677608835532-1.46776088355316
5091515.1673274887751-0.167327488775131
5101614.00795033034941.9920496696506
5111616.0701019153653-0.0701019153653304
5122217.86470492535994.13529507464006
5131716.53790789343910.462092106560884
5141312.97059355982150.0294064401785196
5151716.99476802832710.00523197167288857
5162119.49626639913381.50373360086623
5171212.5421926172165-0.542192617216541
5181112.548760123128-1.54876012312802
5191616.5685562543593-0.56855625435933
5201311.23071976575581.76928023424417
5211113.4690478988155-2.46904789881548
5221616.6123396271025-0.612339627102492
5231718.4091318057343-1.40913180573426
5241214.4812807572636-2.48128075726359
5251616.2999646222669-0.299964622266933
5261917.3811047655381.61889523446199
5272019.26489063387310.735109366126937
5281916.77871644352652.22128355647349
5291011.0431273732383-1.04312737323828
5301313.8231201622521-0.823120162252053
5312119.27203119556761.72796880443242
5321515.1483010813188-0.14830108131876
533812.0356577139520-4.03565771395196
5341716.94947159722480.0505284027751579
5351916.51888148598272.48111851401725
5361817.43260175575870.567398244241265
5371816.54515150962861.45484849037136
5381616.5736107019117-0.573610701911698
5391817.47857429713910.521425702860944
5401110.37240482218680.627595177813159
5411213.0654039214973-1.06540392149733
5421213.0654039214973-1.06540392149733
5431211.77363358777100.226366412228961
5441315.0542698844160-2.05426988441597
5451917.19465848458661.80534151541345
5461916.75969003607012.24030996392986
5471314.0951501290427-1.09515012904270
5481413.24710491838150.752895081618544
5491013.2602399302044-3.26023993020440
5501313.2952666283989-0.295266628398935
5511717.7631662199696-0.763166219969612
5521918.21783718622040.782162813779552
5531716.06488663001000.93511336999004
5541111.1620185899229-0.16201858992287
5551514.74903544127490.250964558725072
5561515.2168414193487-0.216841419348714
55799.88776160529384-0.887761605293842
5581515.2825164784635-0.282516478463457
5591313.9666652897284-0.966665289728425
5601313.5470210216721-0.547021021672118
5611917.57119549017781.42880450982225
5621715.79410582928041.20589417071959
5632117.14717288484713.85282711515287
5641313.6521011162557-0.652101116255708
5651313.6521011162557-0.652101116255708
5661314.7551329458984-1.75513294589837
5671416.3757485764864-2.37574857648641
5681314.2030955025415-1.20309550254150
5691515.0347734756716-0.0347734756715683
5701414.6151292076153-0.615129207615261
5711214.3497698012311-2.34976980123110
5721917.48211568633231.51788431366768
5731413.95201721954640.0479827804536292
5741414.8504133088623-0.850413308862254
5751314.4088773544344-1.40887735443437
5761313.9936114236524-0.993611423652375
5771415.7816469277355-1.78164692773551
5781311.7727966396901.22720336031001
5791313.7983054136573-0.79830541365727
5801414.0789890005015-0.0789890005015414
5811414.5358491353895-0.535849135389537
5821414.9839525957289-0.983952595728899
5831413.85303462958620.146965370413777
5841112.3610068928075-1.36100689280747
5851314.1993932755452-1.19939327554524
5861212.9032446045446-0.903244604544629
5871315.1459510748786-2.1459510748786
5881314.0757567747933-1.07575677479331
5891111.5895825844468-0.589582584446755
5901514.30228420149170.69771579850833
5911614.34606757423481.65393242576517
5921213.0455405659599-1.04554056595991
593107.257411448379882.74258855162012
5941615.31889539721410.681104602785909
5951516.2129131492557-1.21291314925566
59698.669586057149870.330413942850128
5971210.92761670794391.07238329205605
5981514.60600558627360.393994413726394
5991010.2491805394150-0.249180539414952
60098.315616848208310.684383151791692
6011514.12563765215990.874362347840086
6021313.8646565830501-0.864656583050066
6031510.14743572503464.8525642749654
6041211.93984956639210.060150433607945
605149.268742153453144.73125784654686
6061212.3967097012800-0.396709701280049
6071311.13996606574831.86003393425171
608108.025133529744331.97486647025567
6091415.1925997265370-1.19259972653697
6101413.88988354962490.110116450375110
6111414.7839013016665-0.783901301666456
6121212.5696540236155-0.569654023615541
6131214.7992254821266-2.79922548212656
6141514.87365721578990.126342784210061
6151312.20036063421390.79963936578613
6161414.4364995986364-0.436499598636367
617149.332904154208784.66709584579122
618119.996589198060711.00341080193929
6191616.0719694083965-0.0719694083964852
6201313.4315103563778-0.431510356377788
6211415.4001007457790-1.40010074577896
6221213.462158717298-1.46215871729800
6231515.3136801118587-0.313680111858721
6241911.55105976824607.44894023175402
625119.595604390667761.40439560933224
6261213.6329138709963-1.63291387099633
6271314.2507294279630-1.25072942796296
628119.17663623288951.82336376711050
6291211.58676257671860.413237423281437
6301213.1986215327580-1.19862153275797
6311415.9660523657318-1.96605236573184
6321214.0495320223344-2.04953202233443


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.1708588103130120.3417176206260240.829141189686988
70.08248032398259060.1649606479651810.91751967601741
80.2678425642149820.5356851284299650.732157435785018
90.1755721311751360.3511442623502720.824427868824864
100.3269720894838160.6539441789676310.673027910516184
110.3997716622739710.7995433245479430.600228337726029
120.6122743419282450.775451316143510.387725658071755
130.6234788510245120.7530422979509760.376521148975488
140.5902071643561030.8195856712877940.409792835643897
150.7121823831225360.5756352337549290.287817616877464
160.9678309294617450.06433814107651040.0321690705382552
170.9945138622100460.01097227557990710.00548613778995355
180.999900821138530.0001983577229412939.91788614706467e-05
190.999825605565810.0003487888683802860.000174394434190143
200.9997077726066720.0005844547866559480.000292227393327974
210.9995757680361230.000848463927754070.000424231963877035
220.9993550416709860.001289916658028250.000644958329014127
230.9992147161105320.001570567778934900.000785283889467448
240.9989303843785930.002139231242814270.00106961562140714
250.998779312258920.002441375482158960.00122068774107948
260.9985429608570110.00291407828597760.0014570391429888
270.9988318353346750.002336329330648950.00116816466532447
280.9983520677544830.003295864491033330.00164793224551667
290.9979882465216460.004023506956708730.00201175347835436
300.9972868910157590.005426217968482410.00271310898424120
310.9965210075955090.006957984808982930.00347899240449146
320.997722248305370.004555503389258790.00227775169462939
330.9979768554266960.004046289146607060.00202314457330353
340.9993791218931980.001241756213603340.00062087810680167
350.9991323935652490.001735212869501920.000867606434750962
360.9987624270238990.002475145952202440.00123757297610122
370.998346151929950.003307696140099620.00165384807004981
380.9976421466029060.004715706794188940.00235785339709447
390.9967449900566230.006510019886753610.00325500994337680
400.9955600710916510.00887985781669720.0044399289083486
410.9939476115634720.01210477687305500.00605238843652752
420.9924159503242540.01516809935149170.00758404967574584
430.9921649947499260.01567001050014860.00783500525007429
440.9902023410470930.01959531790581400.00979765895290702
450.9891861028701130.02162779425977320.0108138971298866
460.9859720694185550.02805586116288910.0140279305814446
470.9836507392400760.03269852151984700.0163492607599235
480.978909395226320.04218120954735980.0210906047736799
490.9747078980199440.05058420396011310.0252921019800565
500.9706067021830080.05878659563398430.0293932978169921
510.9647335475886070.07053290482278690.0352664524113934
520.9640529987026460.0718940025947070.0359470012973535
530.95548859102150.0890228179569990.0445114089784995
540.9476842613852690.1046314772294620.052315738614731
550.9497260726121550.1005478547756890.0502739273878445
560.9392576026438440.1214847947123120.060742397356156
570.9292623663760840.1414752672478330.0707376336239165
580.9211506280912720.1576987438174550.0788493719087276
590.9111513319213410.1776973361573180.0888486680786589
600.9149764010185250.1700471979629500.0850235989814749
610.89955267714290.2008946457141990.100447322857100
620.8819715676941740.2360568646116510.118028432305826
630.866474788885340.2670504222293190.133525211114660
640.8457354576687870.3085290846624260.154264542331213
650.8245087171571460.3509825656857070.175491282842854
660.8489578540506610.3020842918986770.151042145949339
670.8330127968219580.3339744063560830.166987203178042
680.8502443194906530.2995113610186940.149755680509347
690.834162935905340.3316741281893210.165837064094660
700.8187280365204070.3625439269591850.181271963479593
710.8026700349815390.3946599300369230.197329965018461
720.786396878141140.427206243717720.21360312185886
730.79095241466230.4180951706754010.209047585337701
740.7978885764855890.4042228470288230.202111423514411
750.7773876455557940.4452247088884120.222612354444206
760.7536844292558010.4926311414883980.246315570744199
770.7270157514370440.5459684971259130.272984248562956
780.6987319176887690.6025361646224630.301268082311232
790.6680839672734860.6638320654530290.331916032726514
800.7928896194718730.4142207610562550.207110380528127
810.7715571630292280.4568856739415430.228442836970772
820.7833665072632250.4332669854735510.216633492736775
830.7601082180371050.479783563925790.239891781962895
840.7351234155063790.5297531689872420.264876584493621
850.7178265078232180.5643469843535640.282173492176782
860.7106871062720.5786257874560010.289312893728001
870.70050186726080.59899626547840.2994981327392
880.7094335267252660.5811329465494670.290566473274734
890.7067611912415480.5864776175169030.293238808758452
900.7151020413867480.5697959172265050.284897958613252
910.7465110847076550.5069778305846890.253488915292345
920.7215227784945990.5569544430108020.278477221505401
930.6997593729882080.6004812540235830.300240627011792
940.6744993059628240.6510013880743530.325500694037176
950.6707043675002950.6585912649994090.329295632499705
960.6678378095688510.6643243808622980.332162190431149
970.6428239530010820.7143520939978370.357176046998919
980.6270054543284140.7459890913431720.372994545671586
990.7859728490801750.4280543018396490.214027150919825
1000.8173774581722430.3652450836555130.182622541827757
1010.8134258744325890.3731482511348220.186574125567411
1020.8195114455999420.3609771088001150.180488554400058
1030.8255746277126470.3488507445747070.174425372287353
1040.80628450092060.38743099815880.1937154990794
1050.7850928345112820.4298143309774370.214907165488718
1060.7980951193179440.4038097613641130.201904880682056
1070.7771363155575550.4457273688848900.222863684442445
1080.772681299751260.4546374004974790.227318700248740
1090.7540431388731270.4919137222537470.245956861126873
1100.7309911238877420.5380177522245150.269008876112258
1110.7108932243602940.5782135512794120.289106775639706
1120.6850360613578920.6299278772842160.314963938642108
1130.6641284803150810.6717430393698370.335871519684919
1140.6441556321385920.7116887357228160.355844367861408
1150.6195978484989220.7608043030021560.380402151501078
1160.6207240213385250.758551957322950.379275978661475
1170.6278950887280850.7442098225438310.372104911271915
1180.6101673431551640.7796653136896720.389832656844836
1190.6030654868979520.7938690262040960.396934513102048
1200.577298539831360.845402920337280.42270146016864
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5500.82366979036970.3526604192605980.176330209630299
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5540.7970204239101170.4059591521797660.202979576089883
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5580.7392792881718020.5214414236563950.260720711828198
5590.7187533318934620.5624933362130770.281246668106538
5600.692838081004640.614323837990720.30716191899536
5610.7444392155314990.5111215689370020.255560784468501
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5630.9503296176399660.09934076472006740.0496703823600337
5640.940222758729740.119554482540520.05977724127026
5650.9285656882039420.1428686235921170.0714343117960584
5660.9207559538218870.1584880923562260.0792440461781131
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5680.900578009963320.1988439800733590.0994219900366794
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5730.9203525452716790.1592949094566430.0796474547283215
5740.9041309101550350.191738179689930.095869089844965
5750.8900351651891050.219929669621790.109964834810895
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5770.852813084548070.294373830903860.14718691545193
5780.8307303267637260.3385393464725470.169269673236274
5790.8053691468104080.3892617063791830.194630853189592
5800.7754335273336420.4491329453327170.224566472666358
5810.7418678073974960.5162643852050090.258132192602504
5820.7062234842647550.587553031470490.293776515735245
5830.6701303906839670.6597392186320650.329869609316033
5840.675237925244330.649524149511340.32476207475567
5850.6442329846236950.711534030752610.355767015376305
5860.6228938234837090.7542123530325830.377106176516291
5870.6133293457576720.7733413084846550.386670654242328
5880.5837450326587710.8325099346824570.416254967341229
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5900.5485572019953590.9028855960092830.451442798004641
5910.5595881137505480.8808237724989040.440411886249452
5920.5428492306439990.9143015387120010.457150769356001
5930.5107149398774230.9785701202451550.489285060122577
5940.4972233220090350.994446644018070.502776677990965
5950.449530835970360.899061671940720.55046916402964
5960.4936672203011030.9873344406022050.506332779698897
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6000.5475153742941450.904969251411710.452484625705855
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6020.4713889268390150.942777853678030.528611073160985
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6040.5072356958411790.9855286083176420.492764304158821
6050.5361837600290090.9276324799419820.463816239970991
6060.5029154673116650.994169065376670.497084532688335
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6080.4495359045862820.8990718091725630.550464095413718
6090.3895594413124550.779118882624910.610440558687545
6100.3290819229229250.658163845845850.670918077077075
6110.2722018289180020.5444036578360040.727798171081998
6120.2567258400017730.5134516800035460.743274159998227
6130.3181398946250330.6362797892500670.681860105374967
6140.2579534587159550.5159069174319110.742046541284045
6150.2145985622114650.429197124422930.785401437788535
6160.1723038421426650.3446076842853300.827696157857335
6170.1612426534119640.3224853068239280.838757346588036
6180.1513694734402290.3027389468804580.84863052655977
6190.1225033998382620.2450067996765240.877496600161738
6200.090890535545330.181781071090660.90910946445467
6210.06189372946091680.1237874589218340.938106270539083
6220.07673223460189660.1534644692037930.923267765398103
6230.04718586021673460.09437172043346910.952814139783265
6240.9941829878246380.01163402435072330.00581701217536163
6250.9791737941948940.04165241161021220.0208262058051061
6260.978836964745370.04232607050925940.0211630352546297


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level250.0402576489533011NOK
5% type I error level820.132045088566828NOK
10% type I error level1140.183574879227053NOK