library(fueleconomy)
library(dplyr)
set.seed(8)
vehicles%>% filter(year>=1990 & year<=1999)%>% sample_n(1000,replace = FALSE)->data_1
vehicles%>% filter(year>=2000 & year<=2009)%>% sample_n(1000,replace = FALSE)->data_2
vehicles%>% filter(year>=2010 & year<=2015)%>% sample_n(1000,replace = FALSE)->data_3
datas<-data.frame(cbind(data_1,data_2,data_3))library(stargazer)##
## Please cite as:## Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables.## R package version 5.2.2. https://CRAN.R-project.org/package=stargazeroptions(scipen = 9999)
modelo_lineal<-lm(formula = id~make+model+year,data = datas)
summary(modelo_lineal)##
## Call:
## lm(formula = id ~ make + model + year, data = datas)
##
## Residuals:
## Min 1Q Median 3Q Max
## -10811.8 -63.3 0.0 72.0 18644.8
##
## Coefficients: (47 not defined because of singularities)
## Estimate Std. Error t value
## (Intercept) -1717068.8191 104590.0086 -16.417
## makeAlfa Romeo -699.6177 3903.3048 -0.179
## makeAston Martin -799.7941 3900.4948 -0.205
## makeAudi -600.0295 3908.9187 -0.154
## makeBentley -810.5882 3901.5488 -0.208
## makeBMW -825.1912 3378.5361 -0.244
## makeBuick -505.2206 3382.5903 -0.149
## makeCadillac -373.0000 3900.1434 -0.096
## makeChevrolet -125.5980 4642.1319 -0.027
## makeChrysler -595.7941 3900.4948 -0.153
## makeCX Automotive -309.8236 3905.7619 -0.079
## makeDaewoo -588.7941 3900.4948 -0.151
## makeDodge -224.0295 3387.7523 -0.066
## makeEagle -615.7133 3085.5835 -0.200
## makeFederal Coach 235.5882 3901.5488 0.060
## makeFerrari -1230.7354 3392.1995 -0.363
## makeFord 103.7941 3900.4948 0.027
## makeGeo -337.3849 5229.6473 -0.065
## makeGMC 107.9902 3185.6490 0.034
## makeHonda -784.7451 3186.1748 -0.246
## makeHyundai -354.0000 3900.1434 -0.091
## makeInfiniti -51.7941 3900.4948 -0.013
## makeIsis Imports Ltd -1011.0295 3908.9187 -0.259
## makeIsuzu 79.1813 2983.3939 0.027
## makeJ.K. Motors 19330.9705 3908.9187 4.945
## makeJaguar -801.8236 3905.7619 -0.205
## makeJeep 20.6706 3022.1992 0.007
## makeKia 288.5882 3901.5488 0.074
## makeLaforza Automobile Inc -438.4413 3917.3245 -0.112
## makeLamborghini -783.7941 3900.4948 -0.201
## makeLand Rover -202.2354 3912.7736 -0.052
## makeLexus -554.0000 3900.1434 -0.142
## makeLincoln -97.5882 3901.5488 -0.025
## makeLotus -1235.2354 3912.7736 -0.316
## makeMazda -300.2059 3900.4948 -0.077
## makeMercedes-Benz -612.7059 3378.0290 -0.181
## makeMercury 124.0882 3379.2459 0.037
## makeMitsubishi -781.3282 4381.2959 -0.178
## makeNissan -761.6578 4364.7973 -0.175
## makeOldsmobile -253.2354 3912.7736 -0.065
## makePAS, Inc -577.2354 3912.7736 -0.148
## makePeugeot -630.7354 3392.1995 -0.186
## makePlymouth -191.0470 3881.6299 -0.049
## makePontiac -49.4265 3385.8301 -0.015
## makePorsche -787.8236 3905.7619 -0.202
## makeRolls-Royce -322.0000 3900.1434 -0.083
## makeSaab 4916.8529 3186.7961 1.543
## makeSaturn -275.0000 3184.4537 -0.086
## makeSubaru -1008.2354 3392.1995 -0.297
## makeSuzuki -775.7941 3900.4948 -0.199
## makeToyota -732.4413 3917.3245 -0.187
## makeVolkswagen -423.3383 3394.7238 -0.125
## makeVolvo -337.7941 3900.4948 -0.087
## makeWallace Environmental 20172.7646 3912.7736 5.156
## model100 143.6765 3185.6490 0.045
## model164 -198.5491 3187.5128 -0.062
## model2.5TL/3.2TL -498.0000 3900.1434 -0.128
## model200 quattro 20v -207.2059 3900.4948 -0.053
## model240 10546.5587 3105.0382 3.397
## model240 Wagon 10650.0587 3397.4478 3.135
## model240SX -231.7687 3892.2559 -0.060
## model3.5RL -251.2059 3900.4948 -0.064
## model3000GT 17.7400 4391.0674 0.004
## model300CE -224.3236 3384.1094 -0.066
## model300CE MERC BENZ 20.0000 3900.1434 0.005
## model300D 2.5 Turbo 19157.8823 3381.2732 5.666
## model300E MERC BENZ 21.0000 3900.1434 0.005
## model300SD 132.6764 3384.1094 0.039
## model300ZX 222.4519 4361.1761 0.051
## model318i Convertible 87.5735 2767.8631 0.032
## model318i/318is 177.0735 2767.8631 0.064
## model318is -252.0442 3400.3713 -0.074
## model318ti 454.9853 3380.1584 0.135
## model323 -0.2059 3900.4948 0.000
## model323/323 Protege -718.1324 3389.8756 -0.212
## model323i Convertible -13.3971 3377.7247 -0.004
## model325i/325is 71.3676 3389.8756 0.021
## model328i Convertible 10.8676 2517.5468 0.004
## model350SDL Turbo -390.7354 3392.1995 -0.115
## model360 Modena/Modena F1 14742.1472 3403.4935 4.331
## model405 Sedan -235.5000 3377.6232 -0.070
## model405 Sports Wagon -2.5000 3377.6232 -0.001
## model405 Station Wagon -259.7059 3378.0290 -0.077
## model420SEL -123.5295 3387.7523 -0.036
## model4Runner 4WD 657.6598 2961.1907 0.222
## model500SL -387.3236 3384.1094 -0.114
## model505 Station Wagon NA NA NA
## model525i 66.9558 3400.3713 0.020
## model525i Touring 512.3676 3389.8756 0.151
## model530i 370.0735 2767.8631 0.134
## model530i Touring 717.7794 3382.5903 0.212
## model535i 80.1617 3394.7238 0.024
## model540i 134.6029 3377.7247 0.040
## model540i Touring 382.6029 3377.7247 0.113
## model6000 -937.0147 3380.1584 -0.277
## model626 -84.6177 3903.3048 -0.022
## model626/MX-6 -444.0295 3908.9187 -0.114
## model735il 244.1617 3394.7238 0.072
## model740 Wagon -174.3383 3394.7238 -0.051
## model740il 453.7892 2519.3608 0.180
## model760 Wagon -536.6472 3922.5690 -0.137
## model80/90 -593.2059 3900.4948 -0.152
## model850 150.5882 3901.5488 0.039
## model850 Wagon 179.1764 3905.7619 0.046
## model850i -354.5442 2785.6319 -0.127
## model9-3 -5419.4411 3192.5252 -1.698
## model9-5 Wagon 8615.5589 3192.5252 2.699
## model90 138.4118 3901.5488 0.035
## model900 11150.9412 3185.2188 3.501
## model900 Convertible -5343.2647 3184.5016 -1.678
## model9000 NA NA NA
## model911 Carrera -38.2646 3392.1995 -0.011
## model911 Carrera 4/2 -203.0059 3021.4917 -0.067
## model928 GTS 230.4118 3901.5488 0.059
## model929 -706.2354 3912.7736 -0.180
## model940 Wagon 94.9705 3908.9187 0.024
## model960 Wagon 96.9705 3908.9187 0.025
## model960 Wagon/V90 89.7941 3900.4948 0.023
## model968 NA NA NA
## modelA4 164.9265 3385.8301 0.049
## modelA4 quattro 109.0295 3908.9187 0.028
## modelA6 quattro 227.8236 3905.7619 0.058
## modelA8 20.4413 3917.3245 0.005
## modelAcclaim -47.4678 3346.8361 -0.014
## modelAccord 313.8774 2106.9687 0.149
## modelAccord Wagon 410.3235 2253.4389 0.182
## modelAchieva -31.0735 3385.8301 -0.009
## modelAerostar Van -101.0147 3380.1584 -0.030
## modelAerostar Van AWD -123.6177 3903.3048 -0.032
## modelAerostar Wagon -90.6177 3903.3048 -0.023
## modelAerostar Wagon AWD -206.4804 3186.7961 -0.065
## modelAlero -376.3528 3922.5690 -0.096
## modelAltima / Stanza 364.1431 3896.1467 0.093
## modelAmigo 2WD -264.7695 2991.0406 -0.089
## modelAmigo 4WD -148.3971 1950.2474 -0.076
## modelAstro 2WD (cargo) -154.9902 4642.9192 -0.033
## modelAstro 2WD (passenger) -4.6079 4213.2147 -0.001
## modelAstro AWD (cargo) -153.9902 4642.9192 -0.033
## modelAvenger -316.8332 2534.9527 -0.125
## modelAxxess 370.0204 3724.7213 0.099
## modelB150/B250 Van 2WD -70.1373 2517.7737 -0.028
## modelB150/B250 Wagon 2WD 23.7588 2307.3797 0.010
## modelB1500/B2500 Van 2WD 119.0295 3387.7523 0.035
## modelB2200/B2600i -25.8236 3028.2880 -0.009
## modelB2300/B3000/B4000 Pickup 2WD 273.1985 3083.3619 0.089
## modelB2300/B3000/B4000 Pickup 4WD 388.1912 3084.3340 0.126
## modelB2500 Van 2WD -47.5587 3397.4478 -0.014
## modelB2600i 4x4 -74.0295 3908.9187 -0.019
## modelB350 Van 2WD -256.8088 2758.9358 -0.093
## modelB350 Wagon 2WD -1.7353 2517.5922 -0.001
## modelB3500 Wagon 2WD 145.0295 3387.7523 0.043
## modelBeretta -394.0883 4063.9345 -0.097
## modelBlazer 2WD 61.5980 4642.1319 0.013
## modelBlazer 4WD 13.4069 4213.0791 0.003
## modelBreeze -128.9530 3356.2288 -0.038
## modelBronco 4WD -120.8236 3905.7619 -0.031
## modelBrooklands and (LWB) 47.3823 3903.3048 0.012
## modelBrougham -123.5295 3387.7523 -0.036
## modelC1500 Pickup 2WD 1578.7597 3823.7650 0.413
## modelC220 226.0882 3379.2459 0.067
## modelC2500 Pickup 2WD -448.3040 4072.9178 -0.110
## modelC2500 Sierra 2WD -561.1741 2117.1396 -0.265
## modelC280 146.0000 2757.8178 0.053
## modelC43 65.9118 3379.2459 0.020
## modelC43 AMG -22.8823 3381.2732 -0.007
## modelC70 Convertible -373.2941 3378.0290 -0.111
## modelCab/Chassis 2WD 10122.1177 3381.2732 2.994
## modelCabriolet 29.6177 3903.3048 0.008
## modelCamaro -712.1226 3985.6234 -0.179
## modelCamry 147.6251 3091.3524 0.048
## modelCamry Solara 115.8531 3928.5043 0.029
## modelCamry Wagon 325.4118 3901.5488 0.083
## modelCapri -783.2059 2758.3148 -0.284
## modelCaprice Wagon -190.8285 4220.2298 -0.045
## modelCaravan C/V/Grand Caravan 2WD 180.0686 2517.5922 0.072
## modelCaravan/Grand Caravan 2WD 3835.4530 2310.2291 1.660
## modelCavalier -583.8902 3933.5572 -0.148
## modelCavalier Convertible -1041.6374 4653.9265 -0.224
## modelCavalier Wagon -185.2256 4647.6398 -0.040
## modelCelica 133.4854 3099.2948 0.043
## modelCelica Convertible -106.0391 3193.8128 -0.033
## modelCentury 256.0147 3380.1584 0.076
## modelCentury Wagon 165.3971 2517.6678 0.066
## modelCherokee 2WD -84.4745 2014.6181 -0.042
## modelCherokee 4WD -226.8177 1670.3829 -0.136
## modelCiera SL Wagon 136.0295 3908.9187 0.035
## modelCirrus 34.2059 3900.4948 0.009
## modelCivic 18.5215 2016.7455 0.009
## modelCivic CNG 87.9510 3188.3248 0.028
## modelCivic HB VX 213.1274 3184.8841 0.067
## modelCivic HX 5.1569 3191.3325 0.002
## modelCL600 67.9118 3379.2459 0.020
## modelColt -817.9246 2579.7044 -0.317
## modelColt Vista -346.5855 3342.3029 -0.104
## modelColt Vista 4WD -121.2914 3342.4311 -0.036
## modelComanche Pickup 4WD -441.9060 3029.8083 -0.146
## modelCommercial Chassis -41.4413 3917.3245 -0.011
## modelConcorde 314.1912 3378.5361 0.093
## modelContinental -111.4118 3901.5488 -0.029
## modelContinental SC 69.7941 3900.4948 0.018
## modelContinental T NA NA NA
## modelContour -638.1397 3084.6951 -0.207
## modelCorniche III -700.2354 3912.7736 -0.179
## modelCorniche IV -146.5147 3380.1584 -0.043
## modelCorniche S -108.4118 3901.5488 -0.028
## modelCorolla -21.0784 2984.9631 -0.007
## modelCorolla All-Trac Wagon 81.2059 3900.4948 0.021
## modelCorolla Wagon 643.5295 3387.7523 0.190
## modelCorrado -336.6912 3378.5361 -0.100
## modelCorsica -674.5344 4223.6924 -0.160
## modelCorvette -808.7256 4218.7411 -0.192
## modelCougar -666.1177 3381.2732 -0.197
## modelCrown Victoria CNG -391.7941 3900.4948 -0.100
## modelCutlass -188.5587 3917.3245 -0.048
## modelCutlass Calais -745.6029 3377.7247 -0.221
## modelCutlass Cruiser -383.0000 3900.1434 -0.098
## modelCutlass Supreme 49.0295 3908.9187 0.013
## modelD100/D150 Pickup 2WD -140.5000 2757.8178 -0.051
## modelDakota Pickup 2WD -164.1344 2212.4380 -0.074
## modelDakota Pickup 4WD -55.7794 2763.8990 -0.020
## modelDaytona -825.3235 2307.5698 -0.358
## modelDB132/144 Diablo NA NA NA
## modelDB7 Coupe NA NA NA
## modelDynasty -684.8088 2758.9358 -0.248
## modelE150 Club Wagon -79.1706 3022.5076 -0.026
## modelE150 Econoline 2WD -246.5785 2980.6235 -0.083
## modelE250 Econoline 2WD 6810.2450 3190.2348 2.135
## modelE320 Sedan 4Matic 88.1177 3381.2732 0.026
## modelE320 Wagon 263.9118 3379.2459 0.078
## modelEclipse -53.2895 3746.7211 -0.014
## modelEclipse Convertible 152.8282 3923.3881 0.039
## modelElantra -143.2471 3021.6913 -0.047
## modelEldorado -423.2354 3912.7736 -0.108
## modelES 250 -602.4413 3917.3245 -0.154
## modelES 300 68.5000 3377.6232 0.020
## modelEscort -673.4804 3186.7961 -0.211
## modelEscort Wagon -1039.2354 3912.7736 -0.266
## modelEsprit Turbo NA NA NA
## modelEsteem Wagon 383.1029 3377.7247 0.113
## modelEurovan Camper 625.9265 3385.8301 0.185
## modelExcel -471.4265 3385.8301 -0.139
## modelExpedition 2WD -150.7941 3900.4948 -0.039
## modelExplorer 2WD -158.1373 3184.6450 -0.050
## modelExplorer 4WD -72.7255 3185.2188 -0.023
## modelExpo 437.1026 3743.6458 0.117
## modelExpo.LRV 515.5046 4369.2221 0.118
## modelExpress 1500/2500 2WD 39.5980 4642.1319 0.009
## modelF150 Pickup 2WD -325.8851 2882.5262 -0.113
## modelF150 Pickup 4WD -212.2647 2892.7270 -0.073
## modelF250 Pickup 2WD -473.0118 3022.8522 -0.156
## modelF250 Pickup 4WD -641.6324 3389.8756 -0.189
## modelF40 214.7059 3378.0290 0.064
## modelFerrari 348 TB/TS/Spider 541.1177 3381.2732 0.160
## modelFerrari 456 GT/GTA 523.9413 3397.4478 0.154
## modelFifth Avenue/Imperial 257.9705 3908.9187 0.066
## modelFirebird/Formula -478.1127 2524.1918 -0.189
## modelFirebird/Trans Am -990.8088 2518.7563 -0.393
## modelFirefly 18579.6029 3377.7247 5.501
## modelFleetwood 120.3823 3903.3048 0.031
## modelFleetwood/DeVille -327.2354 3912.7736 -0.084
## modelFormal -380.0000 3900.1434 -0.097
## modelFox -332.6912 3378.5361 -0.098
## modelFrontier 2WD 503.8637 4369.0429 0.115
## modelFrontier 4WD 474.0696 4373.9111 0.108
## modelG10/20 Van 2WD -45.4315 4650.4895 -0.010
## modelG15/25 Rally 2WD -538.8285 2530.2175 -0.213
## modelG15/25 Vandura 2WD -446.2256 3192.5252 -0.140
## modelG20 -634.2354 3912.7736 -0.162
## modelG30 Sport Van 2WD -450.8433 4657.9495 -0.097
## modelG35 Rally 2WD -660.4315 3196.6724 -0.207
## modelGalant 180.4164 3915.2502 0.046
## modelGolf/GTI -107.3235 2399.9326 -0.045
## modelGrand Am -594.9147 2307.8370 -0.258
## modelGrand Cherokee 2WD 206.9176 3021.1107 0.068
## modelGrand Cherokee 4WD 109.1922 2014.6181 0.054
## modelGrand Marquis -363.7059 3378.0290 -0.108
## modelGrand Prix -467.9926 2389.2368 -0.196
## modelGrand Wagoneer 4WD -249.9060 3029.8083 -0.082
## modelGS 300/GS 400 18.9118 3379.2459 0.006
## modelGTI 16v -399.8971 3377.7247 -0.118
## modelHardbody 2WD -98.7835 4352.6307 -0.023
## modelHombre Pickup 2WD -401.9754 2986.7609 -0.135
## modelHombre Pickup 4WD -293.9754 2986.7609 -0.098
## modelI30 -394.0000 3377.6232 -0.117
## modelImpreza 588.8236 3384.1094 0.174
## modelImpreza AWD 8098.2236 2316.8403 3.495
## modelImpreza Wagon 806.6177 3381.2732 0.239
## modelImpreza Wagon AWD 893.9265 2767.8631 0.323
## modelImpulse -1162.4167 2982.4750 -0.390
## modelIntegra -1010.2206 3382.5903 -0.299
## modelIntrepid -69.4705 2770.2141 -0.025
## modelIntrigue -259.3528 3922.5690 -0.066
## modelJetta 37.3383 3394.7238 0.011
## modelJetta III GLX 86.7206 3382.5903 0.026
## modelJimmy 2WD 23.0980 2517.5922 0.009
## modelJimmy 4WD 182.5980 3184.5016 0.057
## modelJimmy V1500 4WD -557.4315 3196.6724 -0.174
## modelJusty 221.2059 3378.0290 0.065
## modelJusty AWD 223.2059 3378.0290 0.066
## modelK1500 Pickup 4WD -68.4929 3829.7624 -0.018
## modelK2500 Pickup 4WD -347.3040 4072.9178 -0.085
## modelK2500 Sierra 4WD -367.4216 2259.9171 -0.163
## modelLaforza NA NA NA
## modelLanos NA NA NA
## modelLaser -684.2237 2981.6326 -0.229
## modelLeBaron -133.2354 3912.7736 -0.034
## modelLeBaron Convertible -416.3040 3201.6704 -0.130
## modelLegacy 389.2059 3378.0290 0.115
## modelLegacy 4WD 170.5000 2757.8178 0.062
## modelLegacy AWD 744.8236 3384.1094 0.220
## modelLegacy AWD Turbo 662.1177 2762.2869 0.240
## modelLegacy Turbo 169.0000 3377.6232 0.050
## modelLegacy Wagon 630.8088 2758.9358 0.229
## modelLegacy Wagon 4WD 351.5000 2757.8178 0.127
## modelLegacy Wagon AWD 689.9021 2537.0544 0.272
## modelLegend -687.3236 3384.1094 -0.203
## modelLemans -419.3971 3377.7247 -0.124
## modelLeSabre 156.3971 3377.7247 0.046
## modelLimousine 48.0000 3900.1434 0.012
## modelLoyale 365.7059 2758.3148 0.133
## modelLS 400 184.5882 3379.2459 0.055
## modelLumina -523.1668 4070.2249 -0.129
## modelLumina/Monte Carlo -391.4608 4059.7355 -0.096
## modelM Roadster -34.3971 3377.7247 -0.010
## modelM3 155.2941 2758.3148 0.056
## modelM3 Convertible 56.3971 3377.7247 0.017
## modelMark VII -649.6472 3922.5690 -0.166
## modelMERC BENZ 300E 28.0000 3900.1434 0.007
## modelMetro -111.8210 5226.8074 -0.021
## modelMetro LSI -632.0466 4709.9696 -0.134
## modelMetro LSI Convertible -469.4387 5221.4293 -0.090
## modelMillenia -342.8823 3381.2732 -0.101
## modelMirage 218.5508 3555.5684 0.061
## modelMontero 761.4693 3608.2915 0.211
## modelMontero Sport 4WD 693.7400 3769.7613 0.184
## modelMorgan Plus 8 NA NA NA
## modelMountaineer 4WD -217.6764 3384.1094 -0.064
## modelMPV 357.1961 3184.6450 0.112
## modelMR2 -97.8823 3381.2732 -0.029
## modelMustang -884.5441 2980.3298 -0.297
## modelMX-3 -397.6177 3381.2732 -0.118
## modelMX-5 Miata -479.0098 3185.6490 -0.150
## modelMX-6 -299.2059 3378.0290 -0.089
## modelMystique -560.0882 2759.8050 -0.203
## modelNavajo 243.1764 3905.7619 0.062
## modelNavajo 4x4 433.3823 3903.3048 0.111
## modelNavigator 4WD NA NA NA
## modelNeon -239.9153 2774.9179 -0.086
## modelNew Beetle -290.2499 2793.4929 -0.104
## modelNew Golf -176.2499 3406.8141 -0.052
## modelNew Jetta -168.2499 3406.8141 -0.049
## modelNew Yorker 20.7646 3912.7736 0.005
## modelNew Yorker Fifth Avenue/Imperial -100.4413 3917.3245 -0.026
## modelNew Yorker/LHS 300.7941 3900.4948 0.077
## modelNinety-Eight 76.7206 3382.5903 0.023
## modelNinety-Eight/Touring -430.0000 3900.1434 -0.110
## modelNSX -604.4118 3901.5488 -0.155
## modelNX -227.3717 4352.9629 -0.052
## modelOmni -1128.4118 3379.2459 -0.334
## modelPark Avenue 153.0049 2517.9098 0.061
## modelPas-Syclone NA NA NA
## modelPaseo 40.5295 3387.7523 0.012
## modelPaseo Convertible -88.1469 3928.5043 -0.022
## modelPassat 45.6324 2772.8103 0.016
## modelPassat Syncro 6943.2501 2793.4929 2.486
## modelPassat Wagon 12.7501 3406.8141 0.004
## modelPassport 2WD 851.4363 2517.6678 0.338
## modelPassport 4WD 962.5392 3184.8841 0.302
## modelPathfinder 2WD 568.4421 3729.4776 0.152
## modelPickup 2500 2WD -47.5491 4061.7981 -0.012
## modelPickup 2500 4WD 104.1470 3904.0460 0.027
## modelPickup 2WD -328.5049 2252.1715 -0.146
## modelPickup 2WD 1-Ton -826.6226 2985.5370 -0.277
## modelPower Ram 50 4WD -174.6029 2757.9421 -0.063
## modelPrecis -138.9072 4366.9404 -0.032
## modelPrelude NA NA NA
## modelPremier 24.5808 2394.3939 0.010
## modelPrevia 695.0147 3380.1584 0.206
## modelPrevia All-Trac 710.4780 3093.3468 0.230
## modelPrizm -519.5931 4213.0791 -0.123
## modelProbe -1034.0295 3908.9187 -0.265
## modelProtege NA NA NA
## modelQX4 4WD NA NA NA
## modelR1500 Suburban 2WD -377.2256 3192.5252 -0.118
## modelRaider 4WD -254.4118 3379.2459 -0.075
## modelRam 1500 Pickup 2WD 60.8751 2398.6830 0.025
## modelRam 2500 Pickup 2WD 141.5491 2521.4000 0.056
## modelRam 2500 Pickup 4WD 269.7206 2763.8990 0.098
## modelRam 50 Pickup 2WD -156.0000 3377.6232 -0.046
## modelRamcharger 2WD 188.4020 2517.5922 0.075
## modelRamcharger 4WD 199.0000 3377.6232 0.059
## modelRange Rover NA NA NA
## modelRanger Pickup 2WD 1630.9448 2925.4662 0.557
## modelRanger Pickup 4WD -148.2402 2979.4099 -0.050
## modelRanger2WD FFV -462.3823 3903.3048 -0.118
## modelRAV4 2WD 727.4413 3917.3245 0.186
## modelRegal -94.3284 2517.9098 -0.037
## modelRegal/Century 126.2206 3382.5903 0.037
## modelRenaissance NA NA NA
## modelRiviera 3991.2133 2391.2436 1.669
## modelRoadmaster 246.6029 2757.9421 0.089
## modelRoadmaster Wagon 109.1912 3378.5361 0.032
## modelRodeo 2WD -162.1483 1489.4701 -0.109
## modelRodeo 4WD 9226.8921 2252.8306 4.096
## modelRX 300 4WD 133.4118 3901.5488 0.034
## modelS10 Blazer 2WD 161.7744 4647.6398 0.035
## modelS10 Blazer 4WD 86.5685 4650.4895 0.019
## modelS10 Pickup 2WD -269.7599 3907.2529 -0.069
## modelS10 Pickup 4WD -219.4167 4215.2473 -0.052
## modelS15 Jimmy 2WD -626.4315 3196.6724 -0.196
## modelS15 Pickup 4WD -746.4315 3196.6724 -0.234
## modelS320 484.2941 3378.0290 0.143
## modelS350D 376.0882 3379.2459 0.111
## modelS4 NA NA NA
## modelS500 156.1177 3381.2732 0.046
## modelS500 Sedan 487.2941 3378.0290 0.144
## modelS70 -147.7941 3900.4948 -0.038
## modelSable -870.3236 3384.1094 -0.257
## modelSable Wagon -495.1000 2307.3559 -0.215
## modelSafari 2WD (cargo) -112.8138 3186.7961 -0.035
## modelSafari 2WD (passenger) -104.3138 2520.4939 -0.041
## modelSafari AWD (cargo) -246.0197 3189.2322 -0.077
## modelSamurai Hardtop 4WD 588.5587 3917.3245 0.150
## modelSavana 1500/2500 2WD (passenger) -193.8872 2520.0861 -0.077
## modelSC -321.4883 2015.3587 -0.160
## modelSC 300/SC 400 NA NA NA
## modelScoupe -121.4118 3901.5488 -0.031
## modelSebring NA NA NA
## modelSentra 25.3342 3892.9649 0.007
## modelSentra/200SX 169.6578 4364.7973 0.039
## modelSephia -737.5882 3379.2459 -0.218
## modelSeville NA NA NA
## modelShadow -690.9647 2307.7361 -0.299
## modelShadow Convertible -761.7353 2517.5922 -0.303
## modelSidekick 2Door 4WD 1020.1764 3905.7619 0.261
## modelSidekick 4Door 2WD 949.1764 3905.7619 0.243
## modelSidekick Hardtop 2WD 852.9705 3908.9187 0.218
## modelSidekick Sport 2WD 763.7941 3900.4948 0.196
## modelSierra 1500 2WD -511.7672 1786.7012 -0.286
## modelSierra 1500 4WD -231.2843 1868.8909 -0.124
## modelSierra 2500 2WD 7124.3157 2014.3913 3.537
## modelSierra 2500 4WD -48.5392 2252.3574 -0.022
## modelSilhouette 2WD NA NA NA
## modelSilver Spur Park Ward -128.5882 3901.5488 -0.033
## modelSkylark NA NA NA
## modelSL -254.7941 3184.8841 -0.080
## modelSL320 -63.9118 3379.2459 -0.019
## modelSL500 -36.2941 3378.0290 -0.011
## modelSL600 NA NA NA
## modelSLX NA NA NA
## modelSonata NA NA NA
## modelSonoma 2WD -287.8843 2014.3913 -0.143
## modelSonoma 4WD -73.6079 3185.2188 -0.023
## modelSpider NA NA NA
## modelSport Van G30 2WD 128.7744 4647.6398 0.028
## modelSportage 2WD -314.3470 3023.2330 -0.104
## modelSportage 4WD NA NA NA
## modelSprint -1260.8433 4657.9495 -0.271
## modelStanza -188.5776 4352.4819 -0.043
## modelStealth -343.0647 2311.3678 -0.148
## modelStratus -295.1617 2778.7353 -0.106
## modelStylus -1240.6226 2985.5370 -0.416
## modelSuburban 1500 2WD 38.3921 3185.2188 0.012
## modelSuburban 1500 4WD 105.3921 3185.2188 0.033
## modelSummit 87.9681 2106.3588 0.042
## modelSummit Wagon 261.1544 2109.1404 0.124
## modelSunbird -758.1029 2757.9421 -0.275
## modelSunbird Convertible -976.8088 3378.5361 -0.289
## modelSundance/Duster -449.9825 3342.5464 -0.135
## modelSunfire -522.3676 2772.8103 -0.188
## modelSupra -17.8176 3027.5819 -0.006
## modelSVX 518.6177 3381.2732 0.153
## modelSW NA NA NA
## modelSwift 364.3823 3903.3048 0.093
## modelT100 4WD 761.2354 3912.7736 0.195
## modelTacoma 2WD 515.4413 3917.3245 0.132
## modelTacoma 4WD 630.1913 3105.0382 0.203
## modelTahoe 1500 2WD -35.1961 4642.2304 -0.008
## modelTahoe 1500 4WD 389.1862 4214.4072 0.092
## modelTalon NA NA NA
## modelTaurus -625.2883 3021.9271 -0.207
## modelTaurus SHO -645.2206 3382.5903 -0.191
## modelTaurus Wagon -604.8726 3184.8841 -0.190
## modelTempo -833.3236 3384.1094 -0.246
## modelTercel 174.7746 3205.4732 0.055
## modelTestarossa NA NA NA
## modelThunderbird -652.0197 3189.2322 -0.204
## modelTopaz -630.9118 3379.2459 -0.187
## modelTracer -617.7353 2251.8165 -0.274
## modelTracer Wagon -787.3236 3384.1094 -0.233
## modelTracker 2WD Convertible -56.5931 4213.0791 -0.013
## modelTracker 4WD Convertible 51.8039 4642.2304 0.011
## modelTracker Convertible 4WD 447.5613 5221.4293 0.086
## modelTracker Van 2WD 308.3849 5229.6473 0.059
## modelTracker Van 4WD 544.7672 5222.6978 0.104
## modelTracker Van 4x4 365.3849 5229.6473 0.070
## modelTrans Sport 2WD NA NA NA
## modelTrooper NA NA NA
## modelTruck 2WD 454.9028 3220.2166 0.141
## modelTruck 4WD 587.6357 3321.9574 0.177
## modelTruck 4WD/T100 4WD 689.6177 3903.3048 0.177
## modelTurbo R NA NA NA
## modelTwin-Turbo Corvette -1141.6374 4653.9265 -0.245
## modelV70 FWD NA NA NA
## modelVanagon Syncro 4WD NA NA NA
## modelVandura G15/25 2WD 9189.1862 2520.4939 3.646
## modelVandura G35 2WD 64.5980 3184.5016 0.020
## modelVandura G35 2WD (cargo) 17175.5980 3184.5016 5.393
## modelVillager FWD Van -234.8823 3381.2732 -0.069
## modelVillager FWD Wagon NA NA NA
## modelViper 19551.0000 3377.6232 5.788
## modelVitara 4Door 2WD 620.2059 3900.4948 0.159
## modelVitara 4Door 4WD 702.2059 3900.4948 0.180
## modelVoyager/Grand Voyager 2WD 3694.1425 3056.2062 1.209
## modelVoyager/Grand Voyager 4WD 503.6352 3874.7829 0.130
## modelW100/W150 Pickup 4WD -8.0000 2757.8178 -0.003
## modelW250 Pickup 4WD NA NA NA
## modelWetl 190E -21152.0000 3900.1434 -5.423
## modelWetl 500 SEC 7.0000 3900.1434 0.002
## modelWetl 560 SEC -824.7941 3900.4948 -0.211
## modelWetl 560 SL NA NA NA
## modelWindstar FWD Van -144.7941 3900.4948 -0.037
## modelWindstar FWD Wagon NA NA NA
## modelWrangler 4WD NA NA NA
## modelX-90 4WD -2.0000 3900.1434 -0.001
## modelX-90 RWD NA NA NA
## modelXJ6 486.6177 3903.3048 0.125
## modelXJ8L 265.2354 3912.7736 0.068
## modelXJR 144.2354 3912.7736 0.037
## modelXJS Convertible NA NA NA
## modelXM v6 -107.0000 3900.1434 -0.027
## modelXM v6 Break NA NA NA
## modelXT 4WD NA NA NA
## modelYukon 1500 4WD NA NA NA
## modelZ3 Roadster NA NA NA
## year 866.7941 52.3554 16.556
## Pr(>|t|)
## (Intercept) < 0.0000000000000002 ***
## makeAlfa Romeo 0.857822
## makeAston Martin 0.837615
## makeAudi 0.878062
## makeBentley 0.835499
## makeBMW 0.807139
## makeBuick 0.881329
## makeCadillac 0.923846
## makeChevrolet 0.978426
## makeChrysler 0.878657
## makeCX Automotive 0.936805
## makeDaewoo 0.880072
## makeDodge 0.947301
## makeEagle 0.841916
## makeFederal Coach 0.951874
## makeFerrari 0.716894
## makeFord 0.978781
## makeGeo 0.948586
## makeGMC 0.972971
## makeHonda 0.805551
## makeHyundai 0.927714
## makeInfiniti 0.989411
## makeIsis Imports Ltd 0.796012
## makeIsuzu 0.978836
## makeJ.K. Motors 0.0000010328 ***
## makeJaguar 0.837425
## makeJeep 0.994546
## makeKia 0.941065
## makeLaforza Automobile Inc 0.910928
## makeLamborghini 0.840820
## makeLand Rover 0.958799
## makeLexus 0.887100
## makeLincoln 0.980055
## makeLotus 0.752364
## makeMazda 0.938681
## makeMercedes-Benz 0.856141
## makeMercury 0.970722
## makeMitsubishi 0.858532
## makeNissan 0.861542
## makeOldsmobile 0.948422
## makePAS, Inc 0.882775
## makePeugeot 0.852568
## makePlymouth 0.960765
## makePontiac 0.988359
## makePorsche 0.840225
## makeRolls-Royce 0.934233
## makeSaab 0.123478
## makeSaturn 0.931216
## makeSubaru 0.766418
## makeSuzuki 0.842423
## makeToyota 0.851755
## makeVolkswagen 0.900806
## makeVolvo 0.931021
## makeWallace Environmental 0.0000003620 ***
## model100 0.964044
## model164 0.950357
## model2.5TL/3.2TL 0.898446
## model200 quattro 20v 0.957655
## model240 0.000735 ***
## model240 Wagon 0.001819 **
## model240SX 0.952540
## model3.5RL 0.948674
## model3000GT 0.996778
## model300CE 0.947175
## model300CE MERC BENZ 0.995910
## model300D 2.5 Turbo 0.0000000245 ***
## model300E MERC BENZ 0.995706
## model300SD 0.968742
## model300ZX 0.959340
## model318i Convertible 0.974772
## model318i/318is 0.949015
## model318is 0.940942
## model318ti 0.892977
## model323 0.999958
## model323/323 Protege 0.832311
## model323i Convertible 0.996837
## model325i/325is 0.983211
## model328i Convertible 0.996557
## model350SDL Turbo 0.908343
## model360 Modena/Modena F1 0.0000178355 ***
## model405 Sedan 0.944441
## model405 Sports Wagon 0.999410
## model405 Station Wagon 0.938748
## model420SEL 0.970927
## model4Runner 4WD 0.824330
## model500SL 0.908923
## model505 Station Wagon NA
## model525i 0.984298
## model525i Touring 0.879920
## model530i 0.893690
## model530i Touring 0.832037
## model535i 0.981170
## model540i 0.968228
## model540i Touring 0.909859
## model6000 0.781731
## model626 0.982713
## model626/MX-6 0.909604
## model735il 0.942691
## model740 Wagon 0.959062
## model740il 0.857129
## model760 Wagon 0.891235
## model80/90 0.879180
## model850 0.969227
## model850 Wagon 0.963428
## model850i 0.898772
## model9-3 0.090203 .
## model9-5 Wagon 0.007192 **
## model90 0.971714
## model900 0.000504 ***
## model900 Convertible 0.093979 .
## model9000 NA
## model911 Carrera 0.991004
## model911 Carrera 4/2 0.946459
## model928 GTS 0.952930
## model929 0.856836
## model940 Wagon 0.980626
## model960 Wagon 0.980218
## model960 Wagon/V90 0.981642
## model968 NA
## modelA4 0.961169
## modelA4 quattro 0.977759
## modelA6 quattro 0.953508
## modelA8 0.995839
## modelAcclaim 0.988690
## modelAccord 0.881635
## modelAccord Wagon 0.855586
## modelAchieva 0.992681
## modelAerostar Van 0.976171
## modelAerostar Van AWD 0.974748
## modelAerostar Wagon 0.981487
## modelAerostar Wagon AWD 0.948365
## modelAlero 0.923601
## modelAltima / Stanza 0.925573
## modelAmigo 2WD 0.929497
## modelAmigo 4WD 0.939376
## modelAstro 2WD (cargo) 0.973383
## modelAstro 2WD (passenger) 0.999128
## modelAstro AWD (cargo) 0.973555
## modelAvenger 0.900584
## modelAxxess 0.920906
## modelB150/B250 Van 2WD 0.977787
## modelB150/B250 Wagon 2WD 0.991788
## modelB1500/B2500 Van 2WD 0.971986
## modelB2200/B2600i 0.993199
## modelB2300/B3000/B4000 Pickup 2WD 0.929431
## modelB2300/B3000/B4000 Pickup 4WD 0.899893
## modelB2500 Van 2WD 0.988837
## modelB2600i 4x4 0.984897
## modelB350 Van 2WD 0.925874
## modelB350 Wagon 2WD 0.999450
## modelB3500 Wagon 2WD 0.965870
## modelBeretta 0.922787
## modelBlazer 2WD 0.989418
## modelBlazer 4WD 0.997462
## modelBreeze 0.969366
## modelBronco 4WD 0.975334
## modelBrooklands and (LWB) 0.990319
## modelBrougham 0.970927
## modelC1500 Pickup 2WD 0.679867
## modelC220 0.946684
## modelC2500 Pickup 2WD 0.912397
## modelC2500 Sierra 2WD 0.791068
## modelC280 0.957800
## modelC43 0.984446
## modelC43 AMG 0.994603
## modelC70 Convertible 0.912051
## modelCab/Chassis 2WD 0.002891 **
## modelCabriolet 0.993949
## modelCamaro 0.858265
## modelCamry 0.961931
## modelCamry Solara 0.976485
## modelCamry Wagon 0.933562
## modelCapri 0.776569
## modelCaprice Wagon 0.963952
## modelCaravan C/V/Grand Caravan 2WD 0.943009
## modelCaravan/Grand Caravan 2WD 0.097487 .
## modelCavalier 0.882055
## modelCavalier Convertible 0.822988
## modelCavalier Wagon 0.968225
## modelCelica 0.965663
## modelCelica Convertible 0.973527
## modelCentury 0.939655
## modelCentury Wagon 0.947647
## modelCherokee 2WD 0.966570
## modelCherokee 4WD 0.892042
## modelCiera SL Wagon 0.972253
## modelCirrus 0.993006
## modelCivic 0.992676
## modelCivic CNG 0.978004
## modelCivic HB VX 0.946673
## modelCivic HX 0.998711
## modelCL600 0.983974
## modelColt 0.751327
## modelColt Vista 0.917451
## modelColt Vista 4WD 0.971067
## modelComanche Pickup 4WD 0.884095
## modelCommercial Chassis 0.991563
## modelConcorde 0.925943
## modelContinental 0.977230
## modelContinental SC 0.985731
## modelContinental T NA
## modelContour 0.836192
## modelCorniche III 0.858039
## modelCorniche IV 0.965443
## modelCorniche S 0.977843
## modelCorolla 0.994369
## modelCorolla All-Trac Wagon 0.983398
## modelCorolla Wagon 0.849418
## modelCorrado 0.920657
## modelCorsica 0.873179
## modelCorvette 0.848055
## modelCougar 0.843904
## modelCrown Victoria CNG 0.920029
## modelCutlass 0.961628
## modelCutlass Calais 0.825382
## modelCutlass Cruiser 0.921811
## modelCutlass Supreme 0.989997
## modelD100/D150 Pickup 2WD 0.959388
## modelDakota Pickup 2WD 0.940891
## modelDakota Pickup 4WD 0.983907
## modelDaytona 0.720746
## modelDB132/144 Diablo NA
## modelDB7 Coupe NA
## modelDynasty 0.804068
## modelE150 Club Wagon 0.979113
## modelE150 Econoline 2WD 0.934101
## modelE250 Econoline 2WD 0.033259 *
## modelE320 Sedan 4Matic 0.979219
## modelE320 Wagon 0.937781
## modelEclipse 0.988658
## modelEclipse Convertible 0.968943
## modelElantra 0.962208
## modelEldorado 0.913905
## modelES 250 0.877837
## modelES 300 0.983828
## modelEscort 0.832710
## modelEscort Wagon 0.790654
## modelEsprit Turbo NA
## modelEsteem Wagon 0.909742
## modelEurovan Camper 0.853407
## modelExcel 0.889319
## modelExpedition 2WD 0.969176
## modelExplorer 2WD 0.960416
## modelExplorer 4WD 0.981793
## modelExpo 0.907097
## modelExpo.LRV 0.906126
## modelExpress 1500/2500 2WD 0.993197
## modelF150 Pickup 2WD 0.910031
## modelF150 Pickup 4WD 0.941533
## modelF250 Pickup 2WD 0.875718
## modelF250 Pickup 4WD 0.849949
## modelF40 0.949346
## modelFerrari 348 TB/TS/Spider 0.872918
## modelFerrari 456 GT/GTA 0.877500
## modelFifth Avenue/Imperial 0.947407
## modelFirebird/Formula 0.849845
## modelFirebird/Trans Am 0.694209
## modelFirefly 0.0000000599 ***
## modelFleetwood 0.975408
## modelFleetwood/DeVille 0.933381
## modelFormal 0.922421
## modelFox 0.921596
## modelFrontier 2WD 0.908232
## modelFrontier 4WD 0.913732
## modelG10/20 Van 2WD 0.992209
## modelG15/25 Rally 2WD 0.831445
## modelG15/25 Vandura 2WD 0.888895
## modelG20 0.871296
## modelG30 Sport Van 2WD 0.922931
## modelG35 Rally 2WD 0.836405
## modelGalant 0.963264
## modelGolf/GTI 0.964348
## modelGrand Am 0.796680
## modelGrand Cherokee 2WD 0.945422
## modelGrand Cherokee 4WD 0.956797
## modelGrand Marquis 0.914301
## modelGrand Prix 0.844786
## modelGrand Wagoneer 4WD 0.934295
## modelGS 300/GS 400 0.995537
## modelGTI 16v 0.905803
## modelHardbody 2WD 0.981902
## modelHombre Pickup 2WD 0.892992
## modelHombre Pickup 4WD 0.921632
## modelI30 0.907183
## modelImpreza 0.861937
## modelImpreza AWD 0.000515 ***
## modelImpreza Wagon 0.811547
## modelImpreza Wagon AWD 0.746853
## modelImpulse 0.696885
## modelIntegra 0.765326
## modelIntrepid 0.980003
## modelIntrigue 0.947310
## modelJetta 0.991229
## modelJetta III GLX 0.979557
## modelJimmy 2WD 0.992683
## modelJimmy 4WD 0.954297
## modelJimmy V1500 4WD 0.861637
## modelJusty 0.947814
## modelJusty AWD 0.947343
## modelK1500 Pickup 4WD 0.985738
## modelK2500 Pickup 4WD 0.932079
## modelK2500 Sierra 4WD 0.870912
## modelLaforza NA
## modelLanos NA
## modelLaser 0.818588
## modelLeBaron 0.972849
## modelLeBaron Convertible 0.896596
## modelLegacy 0.908318
## modelLegacy 4WD 0.950727
## modelLegacy AWD 0.825886
## modelLegacy AWD Turbo 0.810660
## modelLegacy Turbo 0.960114
## modelLegacy Wagon 0.819239
## modelLegacy Wagon 4WD 0.898630
## modelLegacy Wagon AWD 0.785785
## modelLegend 0.839135
## modelLemans 0.901233
## modelLeSabre 0.963087
## modelLimousine 0.990185
## modelLoyale 0.894575
## modelLS 400 0.956459
## modelLumina 0.897776
## modelLumina/Monte Carlo 0.923221
## modelM Roadster 0.991879
## modelM3 0.955125
## modelM3 Convertible 0.986685
## modelMark VII 0.868523
## modelMERC BENZ 300E 0.994275
## modelMetro 0.982940
## modelMetro LSI 0.893303
## modelMetro LSI Convertible 0.928397
## modelMillenia 0.919268
## modelMirage 0.951011
## modelMontero 0.832946
## modelMontero Sport 4WD 0.854065
## modelMorgan Plus 8 NA
## modelMountaineer 4WD 0.948738
## modelMPV 0.910739
## modelMR2 0.976917
## modelMustang 0.766744
## modelMX-3 0.906436
## modelMX-5 Miata 0.880536
## modelMX-6 0.929455
## modelMystique 0.839259
## modelNavajo 0.950379
## modelNavajo 4x4 0.911636
## modelNavigator 4WD NA
## modelNeon 0.931136
## modelNew Beetle 0.917288
## modelNew Golf 0.958760
## modelNew Jetta 0.960631
## modelNew Yorker 0.995768
## modelNew Yorker Fifth Avenue/Imperial 0.979554
## modelNew Yorker/LHS 0.938561
## modelNinety-Eight 0.981914
## modelNinety-Eight/Touring 0.912253
## modelNSX 0.876949
## modelNX 0.958363
## modelOmni 0.738574
## modelPark Avenue 0.951569
## modelPas-Syclone NA
## modelPaseo 0.990459
## modelPaseo Convertible 0.982108
## modelPassat 0.986876
## modelPassat Syncro 0.013255 *
## modelPassat Wagon 0.997015
## modelPassport 2WD 0.735363
## modelPassport 4WD 0.762606
## modelPathfinder 2WD 0.878917
## modelPickup 2500 2WD 0.990664
## modelPickup 2500 4WD 0.978728
## modelPickup 2WD 0.884088
## modelPickup 2WD 1-Ton 0.781988
## modelPower Ram 50 4WD 0.949545
## modelPrecis 0.974637
## modelPrelude NA
## modelPremier 0.991813
## modelPrevia 0.837173
## modelPrevia All-Trac 0.818433
## modelPrizm 0.901895
## modelProbe 0.791478
## modelProtege NA
## modelQX4 4WD NA
## modelR1500 Suburban 2WD 0.905988
## modelRaider 4WD 0.940016
## modelRam 1500 Pickup 2WD 0.979763
## modelRam 2500 Pickup 2WD 0.955253
## modelRam 2500 Pickup 4WD 0.922299
## modelRam 50 Pickup 2WD 0.963180
## modelRamcharger 2WD 0.940376
## modelRamcharger 4WD 0.953041
## modelRange Rover NA
## modelRanger Pickup 2WD 0.577431
## modelRanger Pickup 4WD 0.960337
## modelRanger2WD FFV 0.905750
## modelRAV4 2WD 0.852755
## modelRegal 0.970130
## modelRegal/Century 0.970249
## modelRenaissance NA
## modelRiviera 0.095711 .
## modelRoadmaster 0.928787
## modelRoadmaster Wagon 0.974230
## modelRodeo 2WD 0.913354
## modelRodeo 4WD 0.0000489302 ***
## modelRX 300 4WD 0.972735
## modelS10 Blazer 2WD 0.972247
## modelS10 Blazer 4WD 0.985156
## modelS10 Pickup 2WD 0.944984
## modelS10 Pickup 4WD 0.958507
## modelS15 Jimmy 2WD 0.844717
## modelS15 Pickup 4WD 0.815465
## modelS320 0.886058
## modelS350D 0.911427
## modelS4 NA
## modelS500 0.963192
## modelS500 Sedan 0.885357
## modelS70 0.969789
## modelSable 0.797144
## modelSable Wagon 0.830185
## modelSafari 2WD (cargo) 0.971774
## modelSafari 2WD (passenger) 0.967004
## modelSafari AWD (cargo) 0.938542
## modelSamurai Hardtop 4WD 0.880631
## modelSavana 1500/2500 2WD (passenger) 0.938704
## modelSC 0.873323
## modelSC 300/SC 400 NA
## modelScoupe 0.975187
## modelSebring NA
## modelSentra 0.994810
## modelSentra/200SX 0.969010
## modelSephia 0.827306
## modelSeville NA
## modelShadow 0.764747
## modelShadow Convertible 0.762345
## modelSidekick 2Door 4WD 0.794045
## modelSidekick 4Door 2WD 0.808088
## modelSidekick Hardtop 2WD 0.827352
## modelSidekick Sport 2WD 0.844829
## modelSierra 1500 2WD 0.774664
## modelSierra 1500 4WD 0.901558
## modelSierra 2500 2WD 0.000442 ***
## modelSierra 2500 4WD 0.982815
## modelSilhouette 2WD NA
## modelSilver Spur Park Ward 0.973721
## modelSkylark NA
## modelSL 0.936268
## modelSL320 0.984918
## modelSL500 0.991432
## modelSL600 NA
## modelSLX NA
## modelSonata NA
## modelSonoma 2WD 0.886415
## modelSonoma 4WD 0.981572
## modelSpider NA
## modelSport Van G30 2WD 0.977906
## modelSportage 2WD 0.917228
## modelSportage 4WD NA
## modelSprint 0.786742
## modelStanza 0.965458
## modelStealth 0.882066
## modelStratus 0.915448
## modelStylus 0.677918
## modelSuburban 1500 2WD 0.990388
## modelSuburban 1500 4WD 0.973617
## modelSummit 0.966704
## modelSummit Wagon 0.901506
## modelSunbird 0.783520
## modelSunbird Convertible 0.772605
## modelSundance/Duster 0.892963
## modelSunfire 0.850646
## modelSupra 0.995307
## modelSVX 0.878160
## modelSW NA
## modelSwift 0.925660
## modelT100 4WD 0.845822
## modelTacoma 2WD 0.895368
## modelTacoma 4WD 0.839249
## modelTahoe 1500 2WD 0.993954
## modelTahoe 1500 4WD 0.926459
## modelTalon NA
## modelTaurus 0.836157
## modelTaurus SHO 0.848799
## modelTaurus Wagon 0.849447
## modelTempo 0.805591
## modelTercel 0.956539
## modelTestarossa NA
## modelThunderbird 0.838088
## modelTopaz 0.851968
## modelTracer 0.783944
## modelTracer Wagon 0.816124
## modelTracker 2WD Convertible 0.989288
## modelTracker 4WD Convertible 0.991101
## modelTracker Convertible 4WD 0.931726
## modelTracker Van 2WD 0.953000
## modelTracker Van 4WD 0.916966
## modelTracker Van 4x4 0.944326
## modelTrans Sport 2WD NA
## modelTrooper NA
## modelTruck 2WD 0.887717
## modelTruck 4WD 0.859661
## modelTruck 4WD/T100 4WD 0.859833
## modelTurbo R NA
## modelTwin-Turbo Corvette 0.806318
## modelV70 FWD NA
## modelVanagon Syncro 4WD NA
## modelVandura G15/25 2WD 0.000294 ***
## modelVandura G35 2WD 0.983824
## modelVandura G35 2WD (cargo) 0.0000001058 ***
## modelVillager FWD Van 0.944646
## modelVillager FWD Wagon NA
## modelViper 0.0000000124 ***
## modelVitara 4Door 2WD 0.873726
## modelVitara 4Door 4WD 0.857200
## modelVoyager/Grand Voyager 2WD 0.227324
## modelVoyager/Grand Voyager 4WD 0.896635
## modelW100/W150 Pickup 4WD 0.997687
## modelW250 Pickup 4WD NA
## modelWetl 190E 0.0000000904 ***
## modelWetl 500 SEC 0.998569
## modelWetl 560 SEC 0.832614
## modelWetl 560 SL NA
## modelWindstar FWD Van 0.970402
## modelWindstar FWD Wagon NA
## modelWrangler 4WD NA
## modelX-90 4WD 0.999591
## modelX-90 RWD NA
## modelXJ6 0.900835
## modelXJ8L 0.945982
## modelXJR 0.970609
## modelXJS Convertible NA
## modelXM v6 0.978124
## modelXM v6 Break NA
## modelXT 4WD NA
## modelYukon 1500 4WD NA
## modelZ3 Roadster NA
## year < 0.0000000000000002 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2758 on 511 degrees of freedom
## Multiple R-squared: 0.7668, Adjusted R-squared: 0.5442
## F-statistic: 3.444 on 488 and 511 DF, p-value: < 0.00000000000000022stargazer(modelo_lineal,title="regresion multiple", type="text",digits=8)##
## regresion multiple
## ===================================================================
## Dependent variable:
## -----------------------------
## id
## -------------------------------------------------------------------
## makeAlfa Romeo -699.61770000
## (3,903.30500000)
##
## makeAston Martin -799.79410000
## (3,900.49500000)
##
## makeAudi -600.02950000
## (3,908.91900000)
##
## makeBentley -810.58820000
## (3,901.54900000)
##
## makeBMW -825.19120000
## (3,378.53600000)
##
## makeBuick -505.22060000
## (3,382.59000000)
##
## makeCadillac -373.00000000
## (3,900.14300000)
##
## makeChevrolet -125.59800000
## (4,642.13200000)
##
## makeChrysler -595.79410000
## (3,900.49500000)
##
## makeCX Automotive -309.82360000
## (3,905.76200000)
##
## makeDaewoo -588.79410000
## (3,900.49500000)
##
## makeDodge -224.02950000
## (3,387.75200000)
##
## makeEagle -615.71330000
## (3,085.58400000)
##
## makeFederal Coach 235.58820000
## (3,901.54900000)
##
## makeFerrari -1,230.73500000
## (3,392.20000000)
##
## makeFord 103.79410000
## (3,900.49500000)
##
## makeGeo -337.38490000
## (5,229.64700000)
##
## makeGMC 107.99020000
## (3,185.64900000)
##
## makeHonda -784.74510000
## (3,186.17500000)
##
## makeHyundai -354.00000000
## (3,900.14300000)
##
## makeInfiniti -51.79410000
## (3,900.49500000)
##
## makeIsis Imports Ltd -1,011.02900000
## (3,908.91900000)
##
## makeIsuzu 79.18132000
## (2,983.39400000)
##
## makeJ.K. Motors 19,330.97000000***
## (3,908.91900000)
##
## makeJaguar -801.82360000
## (3,905.76200000)
##
## makeJeep 20.67056000
## (3,022.19900000)
##
## makeKia 288.58820000
## (3,901.54900000)
##
## makeLaforza Automobile Inc -438.44130000
## (3,917.32500000)
##
## makeLamborghini -783.79410000
## (3,900.49500000)
##
## makeLand Rover -202.23540000
## (3,912.77400000)
##
## makeLexus -554.00000000
## (3,900.14300000)
##
## makeLincoln -97.58820000
## (3,901.54900000)
##
## makeLotus -1,235.23500000
## (3,912.77400000)
##
## makeMazda -300.20590000
## (3,900.49500000)
##
## makeMercedes-Benz -612.70590000
## (3,378.02900000)
##
## makeMercury 124.08820000
## (3,379.24600000)
##
## makeMitsubishi -781.32820000
## (4,381.29600000)
##
## makeNissan -761.65780000
## (4,364.79700000)
##
## makeOldsmobile -253.23540000
## (3,912.77400000)
##
## makePAS, Inc -577.23540000
## (3,912.77400000)
##
## makePeugeot -630.73540000
## (3,392.20000000)
##
## makePlymouth -191.04700000
## (3,881.63000000)
##
## makePontiac -49.42655000
## (3,385.83000000)
##
## makePorsche -787.82360000
## (3,905.76200000)
##
## makeRolls-Royce -322.00000000
## (3,900.14300000)
##
## makeSaab 4,916.85300000
## (3,186.79600000)
##
## makeSaturn -275.00000000
## (3,184.45400000)
##
## makeSubaru -1,008.23500000
## (3,392.20000000)
##
## makeSuzuki -775.79410000
## (3,900.49500000)
##
## makeToyota -732.44130000
## (3,917.32500000)
##
## makeVolkswagen -423.33830000
## (3,394.72400000)
##
## makeVolvo -337.79410000
## (3,900.49500000)
##
## makeWallace Environmental 20,172.76000000***
## (3,912.77400000)
##
## model100 143.67650000
## (3,185.64900000)
##
## model164 -198.54910000
## (3,187.51300000)
##
## model2.5TL/3.2TL -498.00000000
## (3,900.14300000)
##
## model200 quattro 20v -207.20590000
## (3,900.49500000)
##
## model240 10,546.56000000***
## (3,105.03800000)
##
## model240 Wagon 10,650.06000000***
## (3,397.44800000)
##
## model240SX -231.76870000
## (3,892.25600000)
##
## model3.5RL -251.20590000
## (3,900.49500000)
##
## model3000GT 17.73995000
## (4,391.06700000)
##
## model300CE -224.32360000
## (3,384.10900000)
##
## model300CE MERC BENZ 20.00000000
## (3,900.14300000)
##
## model300D 2.5 Turbo 19,157.88000000***
## (3,381.27300000)
##
## model300E MERC BENZ 21.00000000
## (3,900.14300000)
##
## model300SD 132.67640000
## (3,384.10900000)
##
## model300ZX 222.45190000
## (4,361.17600000)
##
## model318i Convertible 87.57345000
## (2,767.86300000)
##
## model318i/318is 177.07350000
## (2,767.86300000)
##
## model318is -252.04420000
## (3,400.37100000)
##
## model318ti 454.98530000
## (3,380.15800000)
##
## model323 -0.20589930
## (3,900.49500000)
##
## model323/323 Protege -718.13240000
## (3,389.87600000)
##
## model323i Convertible -13.39705000
## (3,377.72500000)
##
## model325i/325is 71.36755000
## (3,389.87600000)
##
## model328i Convertible 10.86765000
## (2,517.54700000)
##
## model350SDL Turbo -390.73540000
## (3,392.20000000)
##
## model360 Modena/Modena F1 14,742.15000000***
## (3,403.49400000)
##
## model405 Sedan -235.50000000
## (3,377.62300000)
##
## model405 Sports Wagon -2.50000000
## (3,377.62300000)
##
## model405 Station Wagon -259.70590000
## (3,378.02900000)
##
## model420SEL -123.52950000
## (3,387.75200000)
##
## model4Runner 4WD 657.65980000
## (2,961.19100000)
##
## model500SL -387.32360000
## (3,384.10900000)
##
## model505 Station Wagon
##
##
## model525i 66.95576000
## (3,400.37100000)
##
## model525i Touring 512.36760000
## (3,389.87600000)
##
## model530i 370.07350000
## (2,767.86300000)
##
## model530i Touring 717.77940000
## (3,382.59000000)
##
## model535i 80.16165000
## (3,394.72400000)
##
## model540i 134.60290000
## (3,377.72500000)
##
## model540i Touring 382.60290000
## (3,377.72500000)
##
## model6000 -937.01470000
## (3,380.15800000)
##
## model626 -84.61770000
## (3,903.30500000)
##
## model626/MX-6 -444.02950000
## (3,908.91900000)
##
## model735il 244.16170000
## (3,394.72400000)
##
## model740 Wagon -174.33830000
## (3,394.72400000)
##
## model740il 453.78920000
## (2,519.36100000)
##
## model760 Wagon -536.64720000
## (3,922.56900000)
##
## model80/90 -593.20590000
## (3,900.49500000)
##
## model850 150.58820000
## (3,901.54900000)
##
## model850 Wagon 179.17640000
## (3,905.76200000)
##
## model850i -354.54420000
## (2,785.63200000)
##
## model9-3 -5,419.44100000*
## (3,192.52500000)
##
## model9-5 Wagon 8,615.55900000***
## (3,192.52500000)
##
## model90 138.41180000
## (3,901.54900000)
##
## model900 11,150.94000000***
## (3,185.21900000)
##
## model900 Convertible -5,343.26500000*
## (3,184.50200000)
##
## model9000
##
##
## model911 Carrera -38.26460000
## (3,392.20000000)
##
## model911 Carrera 4/2 -203.00590000
## (3,021.49200000)
##
## model928 GTS 230.41180000
## (3,901.54900000)
##
## model929 -706.23540000
## (3,912.77400000)
##
## model940 Wagon 94.97050000
## (3,908.91900000)
##
## model960 Wagon 96.97050000
## (3,908.91900000)
##
## model960 Wagon/V90 89.79410000
## (3,900.49500000)
##
## model968
##
##
## modelA4 164.92650000
## (3,385.83000000)
##
## modelA4 quattro 109.02950000
## (3,908.91900000)
##
## modelA6 quattro 227.82360000
## (3,905.76200000)
##
## modelA8 20.44130000
## (3,917.32500000)
##
## modelAcclaim -47.46777000
## (3,346.83600000)
##
## modelAccord 313.87740000
## (2,106.96900000)
##
## modelAccord Wagon 410.32350000
## (2,253.43900000)
##
## modelAchieva -31.07345000
## (3,385.83000000)
##
## modelAerostar Van -101.01470000
## (3,380.15800000)
##
## modelAerostar Van AWD -123.61770000
## (3,903.30500000)
##
## modelAerostar Wagon -90.61770000
## (3,903.30500000)
##
## modelAerostar Wagon AWD -206.48040000
## (3,186.79600000)
##
## modelAlero -376.35280000
## (3,922.56900000)
##
## modelAltima / Stanza 364.14310000
## (3,896.14700000)
##
## modelAmigo 2WD -264.76950000
## (2,991.04100000)
##
## modelAmigo 4WD -148.39710000
## (1,950.24700000)
##
## modelAstro 2WD (cargo) -154.99020000
## (4,642.91900000)
##
## modelAstro 2WD (passenger) -4.60786600
## (4,213.21500000)
##
## modelAstro AWD (cargo) -153.99020000
## (4,642.91900000)
##
## modelAvenger -316.83320000
## (2,534.95300000)
##
## modelAxxess 370.02040000
## (3,724.72100000)
##
## modelB150/B250 Van 2WD -70.13727000
## (2,517.77400000)
##
## modelB150/B250 Wagon 2WD 23.75882000
## (2,307.38000000)
##
## modelB1500/B2500 Van 2WD 119.02950000
## (3,387.75200000)
##
## modelB2200/B2600i -25.82360000
## (3,028.28800000)
##
## modelB2300/B3000/B4000 Pickup 2WD 273.19850000
## (3,083.36200000)
##
## modelB2300/B3000/B4000 Pickup 4WD 388.19120000
## (3,084.33400000)
##
## modelB2500 Van 2WD -47.55870000
## (3,397.44800000)
##
## modelB2600i 4x4 -74.02950000
## (3,908.91900000)
##
## modelB350 Van 2WD -256.80880000
## (2,758.93600000)
##
## modelB350 Wagon 2WD -1.73530000
## (2,517.59200000)
##
## modelB3500 Wagon 2WD 145.02950000
## (3,387.75200000)
##
## modelBeretta -394.08830000
## (4,063.93500000)
##
## modelBlazer 2WD 61.59803000
## (4,642.13200000)
##
## modelBlazer 4WD 13.40688000
## (4,213.07900000)
##
## modelBreeze -128.95300000
## (3,356.22900000)
##
## modelBronco 4WD -120.82360000
## (3,905.76200000)
##
## modelBrooklands and (LWB) 47.38230000
## (3,903.30500000)
##
## modelBrougham -123.52950000
## (3,387.75200000)
##
## modelC1500 Pickup 2WD 1,578.76000000
## (3,823.76500000)
##
## modelC220 226.08820000
## (3,379.24600000)
##
## modelC2500 Pickup 2WD -448.30400000
## (4,072.91800000)
##
## modelC2500 Sierra 2WD -561.17410000
## (2,117.14000000)
##
## modelC280 146.00000000
## (2,757.81800000)
##
## modelC43 65.91180000
## (3,379.24600000)
##
## modelC43 AMG -22.88230000
## (3,381.27300000)
##
## modelC70 Convertible -373.29410000
## (3,378.02900000)
##
## modelCab/Chassis 2WD 10,122.12000000***
## (3,381.27300000)
##
## modelCabriolet 29.61770000
## (3,903.30500000)
##
## modelCamaro -712.12260000
## (3,985.62300000)
##
## modelCamry 147.62510000
## (3,091.35200000)
##
## modelCamry Solara 115.85310000
## (3,928.50400000)
##
## modelCamry Wagon 325.41180000
## (3,901.54900000)
##
## modelCapri -783.20590000
## (2,758.31500000)
##
## modelCaprice Wagon -190.82850000
## (4,220.23000000)
##
## modelCaravan C/V/Grand Caravan 2WD 180.06860000
## (2,517.59200000)
##
## modelCaravan/Grand Caravan 2WD 3,835.45300000*
## (2,310.22900000)
##
## modelCavalier -583.89020000
## (3,933.55700000)
##
## modelCavalier Convertible -1,041.63700000
## (4,653.92700000)
##
## modelCavalier Wagon -185.22560000
## (4,647.64000000)
##
## modelCelica 133.48540000
## (3,099.29500000)
##
## modelCelica Convertible -106.03910000
## (3,193.81300000)
##
## modelCentury 256.01470000
## (3,380.15800000)
##
## modelCentury Wagon 165.39710000
## (2,517.66800000)
##
## modelCherokee 2WD -84.47449000
## (2,014.61800000)
##
## modelCherokee 4WD -226.81770000
## (1,670.38300000)
##
## modelCiera SL Wagon 136.02950000
## (3,908.91900000)
##
## modelCirrus 34.20590000
## (3,900.49500000)
##
## modelCivic 18.52153000
## (2,016.74600000)
##
## modelCivic CNG 87.95103000
## (3,188.32500000)
##
## modelCivic HB VX 213.12740000
## (3,184.88400000)
##
## modelCivic HX 5.15693100
## (3,191.33200000)
##
## modelCL600 67.91180000
## (3,379.24600000)
##
## modelColt -817.92460000
## (2,579.70400000)
##
## modelColt Vista -346.58550000
## (3,342.30300000)
##
## modelColt Vista 4WD -121.29140000
## (3,342.43100000)
##
## modelComanche Pickup 4WD -441.90600000
## (3,029.80800000)
##
## modelCommercial Chassis -41.44130000
## (3,917.32500000)
##
## modelConcorde 314.19120000
## (3,378.53600000)
##
## modelContinental -111.41180000
## (3,901.54900000)
##
## modelContinental SC 69.79410000
## (3,900.49500000)
##
## modelContinental T
##
##
## modelContour -638.13970000
## (3,084.69500000)
##
## modelCorniche III -700.23540000
## (3,912.77400000)
##
## modelCorniche IV -146.51470000
## (3,380.15800000)
##
## modelCorniche S -108.41180000
## (3,901.54900000)
##
## modelCorolla -21.07837000
## (2,984.96300000)
##
## modelCorolla All-Trac Wagon 81.20590000
## (3,900.49500000)
##
## modelCorolla Wagon 643.52950000
## (3,387.75200000)
##
## modelCorrado -336.69120000
## (3,378.53600000)
##
## modelCorsica -674.53440000
## (4,223.69200000)
##
## modelCorvette -808.72560000
## (4,218.74100000)
##
## modelCougar -666.11770000
## (3,381.27300000)
##
## modelCrown Victoria CNG -391.79410000
## (3,900.49500000)
##
## modelCutlass -188.55870000
## (3,917.32500000)
##
## modelCutlass Calais -745.60290000
## (3,377.72500000)
##
## modelCutlass Cruiser -383.00000000
## (3,900.14300000)
##
## modelCutlass Supreme 49.02950000
## (3,908.91900000)
##
## modelD100/D150 Pickup 2WD -140.50000000
## (2,757.81800000)
##
## modelDakota Pickup 2WD -164.13440000
## (2,212.43800000)
##
## modelDakota Pickup 4WD -55.77935000
## (2,763.89900000)
##
## modelDaytona -825.32350000
## (2,307.57000000)
##
## modelDB132/144 Diablo
##
##
## modelDB7 Coupe
##
##
## modelDynasty -684.80880000
## (2,758.93600000)
##
## modelE150 Club Wagon -79.17062000
## (3,022.50800000)
##
## modelE150 Econoline 2WD -246.57850000
## (2,980.62400000)
##
## modelE250 Econoline 2WD 6,810.24500000**
## (3,190.23500000)
##
## modelE320 Sedan 4Matic 88.11770000
## (3,381.27300000)
##
## modelE320 Wagon 263.91180000
## (3,379.24600000)
##
## modelEclipse -53.28954000
## (3,746.72100000)
##
## modelEclipse Convertible 152.82820000
## (3,923.38800000)
##
## modelElantra -143.24710000
## (3,021.69100000)
##
## modelEldorado -423.23540000
## (3,912.77400000)
##
## modelES 250 -602.44130000
## (3,917.32500000)
##
## modelES 300 68.50000000
## (3,377.62300000)
##
## modelEscort -673.48040000
## (3,186.79600000)
##
## modelEscort Wagon -1,039.23500000
## (3,912.77400000)
##
## modelEsprit Turbo
##
##
## modelEsteem Wagon 383.10290000
## (3,377.72500000)
##
## modelEurovan Camper 625.92650000
## (3,385.83000000)
##
## modelExcel -471.42650000
## (3,385.83000000)
##
## modelExpedition 2WD -150.79410000
## (3,900.49500000)
##
## modelExplorer 2WD -158.13730000
## (3,184.64500000)
##
## modelExplorer 4WD -72.72547000
## (3,185.21900000)
##
## modelExpo 437.10260000
## (3,743.64600000)
##
## modelExpo.LRV 515.50460000
## (4,369.22200000)
##
## modelExpress 1500/2500 2WD 39.59803000
## (4,642.13200000)
##
## modelF150 Pickup 2WD -325.88510000
## (2,882.52600000)
##
## modelF150 Pickup 4WD -212.26470000
## (2,892.72700000)
##
## modelF250 Pickup 2WD -473.01180000
## (3,022.85200000)
##
## modelF250 Pickup 4WD -641.63240000
## (3,389.87600000)
##
## modelF40 214.70590000
## (3,378.02900000)
##
## modelFerrari 348 TB/TS/Spider 541.11770000
## (3,381.27300000)
##
## modelFerrari 456 GT/GTA 523.94130000
## (3,397.44800000)
##
## modelFifth Avenue/Imperial 257.97050000
## (3,908.91900000)
##
## modelFirebird/Formula -478.11270000
## (2,524.19200000)
##
## modelFirebird/Trans Am -990.80880000
## (2,518.75600000)
##
## modelFirefly 18,579.60000000***
## (3,377.72500000)
##
## modelFleetwood 120.38230000
## (3,903.30500000)
##
## modelFleetwood/DeVille -327.23540000
## (3,912.77400000)
##
## modelFormal -380.00000000
## (3,900.14300000)
##
## modelFox -332.69120000
## (3,378.53600000)
##
## modelFrontier 2WD 503.86370000
## (4,369.04300000)
##
## modelFrontier 4WD 474.06960000
## (4,373.91100000)
##
## modelG10/20 Van 2WD -45.43146000
## (4,650.49000000)
##
## modelG15/25 Rally 2WD -538.82850000
## (2,530.21800000)
##
## modelG15/25 Vandura 2WD -446.22560000
## (3,192.52500000)
##
## modelG20 -634.23540000
## (3,912.77400000)
##
## modelG30 Sport Van 2WD -450.84330000
## (4,657.95000000)
##
## modelG35 Rally 2WD -660.43150000
## (3,196.67200000)
##
## modelGalant 180.41640000
## (3,915.25000000)
##
## modelGolf/GTI -107.32350000
## (2,399.93300000)
##
## modelGrand Am -594.91470000
## (2,307.83700000)
##
## modelGrand Cherokee 2WD 206.91760000
## (3,021.11100000)
##
## modelGrand Cherokee 4WD 109.19220000
## (2,014.61800000)
##
## modelGrand Marquis -363.70590000
## (3,378.02900000)
##
## modelGrand Prix -467.99260000
## (2,389.23700000)
##
## modelGrand Wagoneer 4WD -249.90600000
## (3,029.80800000)
##
## modelGS 300/GS 400 18.91180000
## (3,379.24600000)
##
## modelGTI 16v -399.89710000
## (3,377.72500000)
##
## modelHardbody 2WD -98.78348000
## (4,352.63100000)
##
## modelHombre Pickup 2WD -401.97540000
## (2,986.76100000)
##
## modelHombre Pickup 4WD -293.97540000
## (2,986.76100000)
##
## modelI30 -394.00000000
## (3,377.62300000)
##
## modelImpreza 588.82360000
## (3,384.10900000)
##
## modelImpreza AWD 8,098.22400000***
## (2,316.84000000)
##
## modelImpreza Wagon 806.61770000
## (3,381.27300000)
##
## modelImpreza Wagon AWD 893.92650000
## (2,767.86300000)
##
## modelImpulse -1,162.41700000
## (2,982.47500000)
##
## modelIntegra -1,010.22100000
## (3,382.59000000)
##
## modelIntrepid -69.47050000
## (2,770.21400000)
##
## modelIntrigue -259.35280000
## (3,922.56900000)
##
## modelJetta 37.33835000
## (3,394.72400000)
##
## modelJetta III GLX 86.72065000
## (3,382.59000000)
##
## modelJimmy 2WD 23.09803000
## (2,517.59200000)
##
## modelJimmy 4WD 182.59800000
## (3,184.50200000)
##
## modelJimmy V1500 4WD -557.43150000
## (3,196.67200000)
##
## modelJusty 221.20590000
## (3,378.02900000)
##
## modelJusty AWD 223.20590000
## (3,378.02900000)
##
## modelK1500 Pickup 4WD -68.49293000
## (3,829.76200000)
##
## modelK2500 Pickup 4WD -347.30400000
## (4,072.91800000)
##
## modelK2500 Sierra 4WD -367.42160000
## (2,259.91700000)
##
## modelLaforza
##
##
## modelLanos
##
##
## modelLaser -684.22370000
## (2,981.63300000)
##
## modelLeBaron -133.23540000
## (3,912.77400000)
##
## modelLeBaron Convertible -416.30400000
## (3,201.67000000)
##
## modelLegacy 389.20590000
## (3,378.02900000)
##
## modelLegacy 4WD 170.50000000
## (2,757.81800000)
##
## modelLegacy AWD 744.82360000
## (3,384.10900000)
##
## modelLegacy AWD Turbo 662.11770000
## (2,762.28700000)
##
## modelLegacy Turbo 169.00000000
## (3,377.62300000)
##
## modelLegacy Wagon 630.80880000
## (2,758.93600000)
##
## modelLegacy Wagon 4WD 351.50000000
## (2,757.81800000)
##
## modelLegacy Wagon AWD 689.90210000
## (2,537.05400000)
##
## modelLegend -687.32360000
## (3,384.10900000)
##
## modelLemans -419.39710000
## (3,377.72500000)
##
## modelLeSabre 156.39710000
## (3,377.72500000)
##
## modelLimousine 48.00000000
## (3,900.14300000)
##
## modelLoyale 365.70590000
## (2,758.31500000)
##
## modelLS 400 184.58820000
## (3,379.24600000)
##
## modelLumina -523.16680000
## (4,070.22500000)
##
## modelLumina/Monte Carlo -391.46080000
## (4,059.73600000)
##
## modelM Roadster -34.39705000
## (3,377.72500000)
##
## modelM3 155.29410000
## (2,758.31500000)
##
## modelM3 Convertible 56.39705000
## (3,377.72500000)
##
## modelMark VII -649.64720000
## (3,922.56900000)
##
## modelMERC BENZ 300E 28.00000000
## (3,900.14300000)
##
## modelMetro -111.82100000
## (5,226.80700000)
##
## modelMetro LSI -632.04660000
## (4,709.97000000)
##
## modelMetro LSI Convertible -469.43870000
## (5,221.42900000)
##
## modelMillenia -342.88230000
## (3,381.27300000)
##
## modelMirage 218.55080000
## (3,555.56800000)
##
## modelMontero 761.46930000
## (3,608.29200000)
##
## modelMontero Sport 4WD 693.74000000
## (3,769.76100000)
##
## modelMorgan Plus 8
##
##
## modelMountaineer 4WD -217.67640000
## (3,384.10900000)
##
## modelMPV 357.19610000
## (3,184.64500000)
##
## modelMR2 -97.88230000
## (3,381.27300000)
##
## modelMustang -884.54410000
## (2,980.33000000)
##
## modelMX-3 -397.61770000
## (3,381.27300000)
##
## modelMX-5 Miata -479.00980000
## (3,185.64900000)
##
## modelMX-6 -299.20590000
## (3,378.02900000)
##
## modelMystique -560.08820000
## (2,759.80500000)
##
## modelNavajo 243.17640000
## (3,905.76200000)
##
## modelNavajo 4x4 433.38230000
## (3,903.30500000)
##
## modelNavigator 4WD
##
##
## modelNeon -239.91530000
## (2,774.91800000)
##
## modelNew Beetle -290.24990000
## (2,793.49300000)
##
## modelNew Golf -176.24990000
## (3,406.81400000)
##
## modelNew Jetta -168.24990000
## (3,406.81400000)
##
## modelNew Yorker 20.76460000
## (3,912.77400000)
##
## modelNew Yorker Fifth Avenue/Imperial -100.44130000
## (3,917.32500000)
##
## modelNew Yorker/LHS 300.79410000
## (3,900.49500000)
##
## modelNinety-Eight 76.72065000
## (3,382.59000000)
##
## modelNinety-Eight/Touring -430.00000000
## (3,900.14300000)
##
## modelNSX -604.41180000
## (3,901.54900000)
##
## modelNX -227.37170000
## (4,352.96300000)
##
## modelOmni -1,128.41200000
## (3,379.24600000)
##
## modelPark Avenue 153.00490000
## (2,517.91000000)
##
## modelPas-Syclone
##
##
## modelPaseo 40.52950000
## (3,387.75200000)
##
## modelPaseo Convertible -88.14691000
## (3,928.50400000)
##
## modelPassat 45.63245000
## (2,772.81000000)
##
## modelPassat Syncro 6,943.25000000**
## (2,793.49300000)
##
## modelPassat Wagon 12.75014000
## (3,406.81400000)
##
## modelPassport 2WD 851.43630000
## (2,517.66800000)
##
## modelPassport 4WD 962.53920000
## (3,184.88400000)
##
## modelPathfinder 2WD 568.44210000
## (3,729.47800000)
##
## modelPickup 2500 2WD -47.54906000
## (4,061.79800000)
##
## modelPickup 2500 4WD 104.14700000
## (3,904.04600000)
##
## modelPickup 2WD -328.50490000
## (2,252.17100000)
##
## modelPickup 2WD 1-Ton -826.62260000
## (2,985.53700000)
##
## modelPower Ram 50 4WD -174.60290000
## (2,757.94200000)
##
## modelPrecis -138.90720000
## (4,366.94000000)
##
## modelPrelude
##
##
## modelPremier 24.58083000
## (2,394.39400000)
##
## modelPrevia 695.01470000
## (3,380.15800000)
##
## modelPrevia All-Trac 710.47800000
## (3,093.34700000)
##
## modelPrizm -519.59310000
## (4,213.07900000)
##
## modelProbe -1,034.02900000
## (3,908.91900000)
##
## modelProtege
##
##
## modelQX4 4WD
##
##
## modelR1500 Suburban 2WD -377.22560000
## (3,192.52500000)
##
## modelRaider 4WD -254.41180000
## (3,379.24600000)
##
## modelRam 1500 Pickup 2WD 60.87507000
## (2,398.68300000)
##
## modelRam 2500 Pickup 2WD 141.54910000
## (2,521.40000000)
##
## modelRam 2500 Pickup 4WD 269.72060000
## (2,763.89900000)
##
## modelRam 50 Pickup 2WD -156.00000000
## (3,377.62300000)
##
## modelRamcharger 2WD 188.40200000
## (2,517.59200000)
##
## modelRamcharger 4WD 199.00000000
## (3,377.62300000)
##
## modelRange Rover
##
##
## modelRanger Pickup 2WD 1,630.94500000
## (2,925.46600000)
##
## modelRanger Pickup 4WD -148.24020000
## (2,979.41000000)
##
## modelRanger2WD FFV -462.38230000
## (3,903.30500000)
##
## modelRAV4 2WD 727.44130000
## (3,917.32500000)
##
## modelRegal -94.32842000
## (2,517.91000000)
##
## modelRegal/Century 126.22060000
## (3,382.59000000)
##
## modelRenaissance
##
##
## modelRiviera 3,991.21300000*
## (2,391.24400000)
##
## modelRoadmaster 246.60290000
## (2,757.94200000)
##
## modelRoadmaster Wagon 109.19120000
## (3,378.53600000)
##
## modelRodeo 2WD -162.14830000
## (1,489.47000000)
##
## modelRodeo 4WD 9,226.89200000***
## (2,252.83100000)
##
## modelRX 300 4WD 133.41180000
## (3,901.54900000)
##
## modelS10 Blazer 2WD 161.77440000
## (4,647.64000000)
##
## modelS10 Blazer 4WD 86.56854000
## (4,650.49000000)
##
## modelS10 Pickup 2WD -269.75990000
## (3,907.25300000)
##
## modelS10 Pickup 4WD -219.41670000
## (4,215.24700000)
##
## modelS15 Jimmy 2WD -626.43150000
## (3,196.67200000)
##
## modelS15 Pickup 4WD -746.43150000
## (3,196.67200000)
##
## modelS320 484.29410000
## (3,378.02900000)
##
## modelS350D 376.08820000
## (3,379.24600000)
##
## modelS4
##
##
## modelS500 156.11770000
## (3,381.27300000)
##
## modelS500 Sedan 487.29410000
## (3,378.02900000)
##
## modelS70 -147.79410000
## (3,900.49500000)
##
## modelSable -870.32360000
## (3,384.10900000)
##
## modelSable Wagon -495.10000000
## (2,307.35600000)
##
## modelSafari 2WD (cargo) -112.81380000
## (3,186.79600000)
##
## modelSafari 2WD (passenger) -104.31380000
## (2,520.49400000)
##
## modelSafari AWD (cargo) -246.01970000
## (3,189.23200000)
##
## modelSamurai Hardtop 4WD 588.55870000
## (3,917.32500000)
##
## modelSavana 1500/2500 2WD (passenger) -193.88720000
## (2,520.08600000)
##
## modelSC -321.48830000
## (2,015.35900000)
##
## modelSC 300/SC 400
##
##
## modelScoupe -121.41180000
## (3,901.54900000)
##
## modelSebring
##
##
## modelSentra 25.33421000
## (3,892.96500000)
##
## modelSentra/200SX 169.65780000
## (4,364.79700000)
##
## modelSephia -737.58820000
## (3,379.24600000)
##
## modelSeville
##
##
## modelShadow -690.96470000
## (2,307.73600000)
##
## modelShadow Convertible -761.73530000
## (2,517.59200000)
##
## modelSidekick 2Door 4WD 1,020.17600000
## (3,905.76200000)
##
## modelSidekick 4Door 2WD 949.17640000
## (3,905.76200000)
##
## modelSidekick Hardtop 2WD 852.97050000
## (3,908.91900000)
##
## modelSidekick Sport 2WD 763.79410000
## (3,900.49500000)
##
## modelSierra 1500 2WD -511.76720000
## (1,786.70100000)
##
## modelSierra 1500 4WD -231.28430000
## (1,868.89100000)
##
## modelSierra 2500 2WD 7,124.31600000***
## (2,014.39100000)
##
## modelSierra 2500 4WD -48.53923000
## (2,252.35700000)
##
## modelSilhouette 2WD
##
##
## modelSilver Spur Park Ward -128.58820000
## (3,901.54900000)
##
## modelSkylark
##
##
## modelSL -254.79410000
## (3,184.88400000)
##
## modelSL320 -63.91180000
## (3,379.24600000)
##
## modelSL500 -36.29410000
## (3,378.02900000)
##
## modelSL600
##
##
## modelSLX
##
##
## modelSonata
##
##
## modelSonoma 2WD -287.88430000
## (2,014.39100000)
##
## modelSonoma 4WD -73.60787000
## (3,185.21900000)
##
## modelSpider
##
##
## modelSport Van G30 2WD 128.77440000
## (4,647.64000000)
##
## modelSportage 2WD -314.34700000
## (3,023.23300000)
##
## modelSportage 4WD
##
##
## modelSprint -1,260.84300000
## (4,657.95000000)
##
## modelStanza -188.57760000
## (4,352.48200000)
##
## modelStealth -343.06470000
## (2,311.36800000)
##
## modelStratus -295.16170000
## (2,778.73500000)
##
## modelStylus -1,240.62300000
## (2,985.53700000)
##
## modelSuburban 1500 2WD 38.39213000
## (3,185.21900000)
##
## modelSuburban 1500 4WD 105.39210000
## (3,185.21900000)
##
## modelSummit 87.96814000
## (2,106.35900000)
##
## modelSummit Wagon 261.15440000
## (2,109.14000000)
##
## modelSunbird -758.10290000
## (2,757.94200000)
##
## modelSunbird Convertible -976.80880000
## (3,378.53600000)
##
## modelSundance/Duster -449.98250000
## (3,342.54600000)
##
## modelSunfire -522.36760000
## (2,772.81000000)
##
## modelSupra -17.81758000
## (3,027.58200000)
##
## modelSVX 518.61770000
## (3,381.27300000)
##
## modelSW
##
##
## modelSwift 364.38230000
## (3,903.30500000)
##
## modelT100 4WD 761.23540000
## (3,912.77400000)
##
## modelTacoma 2WD 515.44130000
## (3,917.32500000)
##
## modelTacoma 4WD 630.19130000
## (3,105.03800000)
##
## modelTahoe 1500 2WD -35.19607000
## (4,642.23000000)
##
## modelTahoe 1500 4WD 389.18620000
## (4,214.40700000)
##
## modelTalon
##
##
## modelTaurus -625.28830000
## (3,021.92700000)
##
## modelTaurus SHO -645.22060000
## (3,382.59000000)
##
## modelTaurus Wagon -604.87260000
## (3,184.88400000)
##
## modelTempo -833.32360000
## (3,384.10900000)
##
## modelTercel 174.77460000
## (3,205.47300000)
##
## modelTestarossa
##
##
## modelThunderbird -652.01970000
## (3,189.23200000)
##
## modelTopaz -630.91180000
## (3,379.24600000)
##
## modelTracer -617.73530000
## (2,251.81600000)
##
## modelTracer Wagon -787.32360000
## (3,384.10900000)
##
## modelTracker 2WD Convertible -56.59312000
## (4,213.07900000)
##
## modelTracker 4WD Convertible 51.80393000
## (4,642.23000000)
##
## modelTracker Convertible 4WD 447.56130000
## (5,221.42900000)
##
## modelTracker Van 2WD 308.38490000
## (5,229.64700000)
##
## modelTracker Van 4WD 544.76720000
## (5,222.69800000)
##
## modelTracker Van 4x4 365.38490000
## (5,229.64700000)
##
## modelTrans Sport 2WD
##
##
## modelTrooper
##
##
## modelTruck 2WD 454.90280000
## (3,220.21700000)
##
## modelTruck 4WD 587.63570000
## (3,321.95700000)
##
## modelTruck 4WD/T100 4WD 689.61770000
## (3,903.30500000)
##
## modelTurbo R
##
##
## modelTwin-Turbo Corvette -1,141.63700000
## (4,653.92700000)
##
## modelV70 FWD
##
##
## modelVanagon Syncro 4WD
##
##
## modelVandura G15/25 2WD 9,189.18600000***
## (2,520.49400000)
##
## modelVandura G35 2WD 64.59803000
## (3,184.50200000)
##
## modelVandura G35 2WD (cargo) 17,175.60000000***
## (3,184.50200000)
##
## modelVillager FWD Van -234.88230000
## (3,381.27300000)
##
## modelVillager FWD Wagon
##
##
## modelViper 19,551.00000000***
## (3,377.62300000)
##
## modelVitara 4Door 2WD 620.20590000
## (3,900.49500000)
##
## modelVitara 4Door 4WD 702.20590000
## (3,900.49500000)
##
## modelVoyager/Grand Voyager 2WD 3,694.14300000
## (3,056.20600000)
##
## modelVoyager/Grand Voyager 4WD 503.63520000
## (3,874.78300000)
##
## modelW100/W150 Pickup 4WD -8.00000000
## (2,757.81800000)
##
## modelW250 Pickup 4WD
##
##
## modelWetl 190E -21,152.00000000***
## (3,900.14300000)
##
## modelWetl 500 SEC 7.00000000
## (3,900.14300000)
##
## modelWetl 560 SEC -824.79410000
## (3,900.49500000)
##
## modelWetl 560 SL
##
##
## modelWindstar FWD Van -144.79410000
## (3,900.49500000)
##
## modelWindstar FWD Wagon
##
##
## modelWrangler 4WD
##
##
## modelX-90 4WD -2.00000000
## (3,900.14300000)
##
## modelX-90 RWD
##
##
## modelXJ6 486.61770000
## (3,903.30500000)
##
## modelXJ8L 265.23540000
## (3,912.77400000)
##
## modelXJR 144.23540000
## (3,912.77400000)
##
## modelXJS Convertible
##
##
## modelXM v6 -107.00000000
## (3,900.14300000)
##
## modelXM v6 Break
##
##
## modelXT 4WD
##
##
## modelYukon 1500 4WD
##
##
## modelZ3 Roadster
##
##
## year 866.79410000***
## (52.35535000)
##
## Constant -1,717,069.00000000***
## (104,590.00000000)
##
## -------------------------------------------------------------------
## Observations 1,000
## R2 0.76684800
## Adjusted R2 0.54419020
## Residual Std. Error 2,757.81800000 (df = 511)
## F Statistic 3.44406500*** (df = 488; 511)
## ===================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01data_1%>%mutate(y=(hwy+cty)/2)%>%select(y,cyl,displ)->rendimientopromedio1
rendimientopromedio1 ## # A tibble: 1,000 x 3
## y cyl displ
## <dbl> <int> <dbl>
## 1 12.5 8 5.7
## 2 15 6 3.9
## 3 27 4 2.3
## 4 16.5 8 5
## 5 12 8 5.8
## 6 19 6 3
## 7 22 4 2.4
## 8 17 4 2.4
## 9 28 4 2
## 10 21 6 2.8
## # ... with 990 more rowsdata_2%>%mutate(y=(hwy+cty)/2)%>%select(y,cyl,displ)->rendimientopromedio2
rendimientopromedio2## # A tibble: 1,000 x 3
## y cyl displ
## <dbl> <int> <dbl>
## 1 17 6 4
## 2 24 4 2.4
## 3 18.5 8 4
## 4 19 8 4.5
## 5 17.5 8 5.5
## 6 24.5 6 2.9
## 7 27 4 1.8
## 8 23.5 6 3.5
## 9 23.5 4 2.4
## 10 23 4 2
## # ... with 990 more rowsdata_3%>%mutate(y=(hwy+cty)/2)%>%select(y,cyl,displ)->rendimientopromedio3
rendimientopromedio3## # A tibble: 1,000 x 3
## y cyl displ
## <dbl> <int> <dbl>
## 1 23 4 2
## 2 32.5 4 2.5
## 3 27 6 3
## 4 26 4 2.4
## 5 19.5 8 5
## 6 27 6 3.5
## 7 14 12 6.3
## 8 23 6 3.5
## 9 14.5 12 6.7
## 10 23.5 4 2.4
## # ... with 990 more rowsdatas%>%mutate(y=(hwy+cty)/2)%>%select(y,cyl,displ)->rendimientopromedio
rendimientopromedio## y cyl displ
## 1 12.5 8 5.7
## 2 15.0 6 3.9
## 3 27.0 4 2.3
## 4 16.5 8 5.0
## 5 12.0 8 5.8
## 6 19.0 6 3.0
## 7 22.0 4 2.4
## 8 17.0 4 2.4
## 9 28.0 4 2.0
## 10 21.0 6 2.8
## 11 22.5 4 2.5
## 12 17.5 6 4.3
## 13 18.5 6 4.3
## 14 16.0 4 2.6
## 15 14.5 8 5.0
## 16 21.5 4 2.0
## 17 20.5 5 2.5
## 18 12.5 8 5.2
## 19 19.0 6 3.0
## 20 21.5 4 2.0
## 21 20.5 4 2.4
## 22 14.5 8 5.7
## 23 17.5 4 2.6
## 24 11.0 8 5.9
## 25 24.5 4 2.0
## 26 19.5 6 2.8
## 27 17.0 8 6.5
## 28 17.5 6 4.0
## 29 21.5 6 3.0
## 30 19.0 6 3.4
## 31 12.5 8 5.2
## 32 23.0 4 1.8
## 33 17.0 4 2.4
## 34 21.0 6 3.3
## 35 22.0 6 3.0
## 36 16.0 6 4.0
## 37 19.0 6 3.0
## 38 18.0 4 2.7
## 39 13.5 8 5.7
## 40 23.0 4 2.4
## 41 22.5 4 1.6
## 42 31.5 4 1.5
## 43 27.0 4 1.6
## 44 22.0 4 2.5
## 45 14.5 8 5.0
## 46 13.0 8 5.2
## 47 21.0 4 2.0
## 48 21.5 4 1.6
## 49 14.0 6 3.0
## 50 19.5 8 5.0
## 51 14.0 8 5.0
## 52 19.0 8 5.7
## 53 19.5 6 3.4
## 54 16.5 6 4.0
## 55 39.5 4 1.9
## 56 28.0 4 2.0
## 57 20.5 4 2.4
## 58 14.5 8 5.0
## 59 20.5 6 2.8
## 60 23.5 4 1.8
## 61 30.0 4 1.5
## 62 19.0 6 2.9
## 63 12.0 8 6.8
## 64 21.5 6 2.8
## 65 21.5 6 3.8
## 66 24.0 4 1.9
## 67 19.5 6 3.0
## 68 16.5 6 4.3
## 69 20.5 4 1.8
## 70 16.0 6 4.0
## 71 16.0 6 4.0
## 72 29.0 4 1.5
## 73 19.5 6 3.1
## 74 20.0 6 3.0
## 75 17.5 6 3.9
## 76 19.0 6 3.0
## 77 40.5 3 1.0
## 78 25.5 4 1.6
## 79 18.5 6 3.0
## 80 22.5 4 2.2
## 81 20.0 6 3.5
## 82 27.0 4 2.0
## 83 21.5 4 2.5
## 84 29.0 4 1.6
## 85 20.5 6 3.0
## 86 19.0 6 3.0
## 87 20.0 6 3.0
## 88 25.0 4 2.0
## 89 19.5 4 2.4
## 90 20.0 6 3.5
## 91 19.5 8 3.7
## 92 17.5 6 3.0
## 93 20.5 6 3.3
## 94 11.0 12 5.7
## 95 21.0 4 2.2
## 96 12.5 8 5.2
## 97 20.0 6 2.5
## 98 17.5 8 6.2
## 99 15.0 8 5.2
## 100 18.5 8 4.6
## 101 28.0 4 1.9
## 102 16.5 6 4.3
## 103 14.0 8 5.0
## 104 18.0 6 4.3
## 105 20.5 4 2.4
## 106 18.0 4 2.4
## 107 13.0 8 5.6
## 108 18.5 8 4.3
## 109 11.5 8 6.8
## 110 22.0 6 3.3
## 111 29.0 4 1.5
## 112 22.5 4 2.2
## 113 12.0 8 5.2
## 114 16.0 6 4.9
## 115 19.5 4 2.5
## 116 15.0 6 3.0
## 117 19.0 8 5.7
## 118 22.0 4 1.6
## 119 18.5 4 2.2
## 120 17.5 4 2.4
## 121 26.5 4 1.8
## 122 23.5 4 1.8
## 123 18.0 4 2.6
## 124 26.0 4 2.0
## 125 22.5 6 2.8
## 126 20.0 4 1.8
## 127 16.0 6 4.3
## 128 19.0 8 5.7
## 129 22.0 6 3.0
## 130 15.5 5 2.5
## 131 17.0 6 4.3
## 132 22.5 4 2.2
## 133 19.0 6 3.0
## 134 20.5 6 2.5
## 135 19.5 6 3.0
## 136 19.0 6 3.4
## 137 18.5 8 4.3
## 138 18.0 4 2.6
## 139 12.5 8 6.8
## 140 19.5 8 5.0
## 141 16.0 6 3.0
## 142 14.5 6 3.4
## 143 21.0 4 2.3
## 144 25.0 4 2.0
## 145 22.5 4 2.0
## 146 26.5 4 1.8
## 147 16.0 6 4.0
## 148 19.0 6 3.0
## 149 22.0 8 3.9
## 150 22.0 4 2.0
## 151 17.5 6 3.0
## 152 29.0 4 1.9
## 153 20.0 6 3.5
## 154 15.5 6 4.3
## 155 16.5 6 3.5
## 156 25.5 4 1.6
## 157 19.5 6 2.8
## 158 21.5 6 3.2
## 159 31.0 4 2.0
## 160 11.0 8 5.2
## 161 20.5 6 3.0
## 162 18.5 6 3.2
## 163 15.0 6 3.9
## 164 17.5 4 2.4
## 165 12.5 8 5.7
## 166 13.0 8 5.8
## 167 25.5 4 1.8
## 168 19.0 8 5.0
## 169 18.0 8 4.0
## 170 21.0 4 2.2
## 171 23.5 4 2.2
## 172 14.5 8 5.7
## 173 13.0 8 5.7
## 174 21.5 4 2.4
## 175 16.5 6 4.3
## 176 24.0 4 2.2
## 177 17.5 6 3.0
## 178 18.5 8 5.0
## 179 13.0 8 5.6
## 180 25.0 4 1.9
## 181 21.0 4 1.9
## 182 17.5 6 3.0
## 183 27.5 4 1.8
## 184 11.5 12 4.9
## 185 15.0 8 5.7
## 186 21.5 4 2.0
## 187 13.0 8 5.2
## 188 20.5 6 3.0
## 189 18.0 6 4.3
## 190 17.5 6 4.3
## 191 22.0 4 1.9
## 192 31.0 4 1.5
## 193 17.5 6 3.0
## 194 21.5 6 3.2
## 195 38.0 3 1.0
## 196 22.5 6 3.1
## 197 18.5 4 2.4
## 198 14.5 8 5.0
## 199 13.5 8 5.7
## 200 19.5 6 3.0
## 201 19.0 6 3.0
## 202 15.5 8 5.0
## 203 23.5 4 1.9
## 204 21.5 6 3.2
## 205 14.0 12 5.0
## 206 14.5 8 5.4
## 207 21.5 6 2.8
## 208 20.5 6 3.8
## 209 16.5 4 2.6
## 210 26.0 4 1.8
## 211 14.0 8 3.4
## 212 15.5 6 4.3
## 213 20.5 4 2.3
## 214 25.5 4 1.8
## 215 16.0 6 4.2
## 216 21.5 4 1.6
## 217 17.5 8 4.0
## 218 11.0 8 5.9
## 219 23.5 4 2.3
## 220 14.5 6 3.2
## 221 18.5 8 6.2
## 222 12.5 8 5.7
## 223 28.0 4 1.6
## 224 16.5 6 4.0
## 225 21.0 4 2.4
## 226 17.0 6 3.9
## 227 17.5 8 6.5
## 228 21.5 5 2.3
## 229 10.5 6 3.0
## 230 29.5 4 2.0
## 231 21.0 4 2.0
## 232 17.5 6 4.0
## 233 18.5 6 3.0
## 234 11.0 8 5.9
## 235 17.5 4 2.7
## 236 16.0 6 3.9
## 237 25.0 4 2.2
## 238 27.5 4 1.5
## 239 20.0 6 3.0
## 240 29.0 4 1.6
## 241 24.5 4 1.8
## 242 22.5 4 2.4
## 243 19.0 8 3.0
## 244 19.5 5 2.3
## 245 15.5 8 5.0
## 246 12.5 8 5.7
## 247 16.0 6 3.4
## 248 23.0 4 1.8
## 249 22.0 6 3.0
## 250 26.0 4 1.8
## 251 15.5 6 3.1
## 252 26.0 4 1.9
## 253 18.0 8 3.1
## 254 19.5 6 3.4
## 255 13.0 8 5.4
## 256 30.0 4 1.5
## 257 25.0 4 2.2
## 258 17.0 6 3.2
## 259 19.5 4 2.0
## 260 13.5 6 3.0
## 261 26.0 4 1.8
## 262 44.5 4 1.5
## 263 18.5 6 4.0
## 264 13.5 8 5.9
## 265 20.5 6 3.8
## 266 26.5 5 2.5
## 267 22.5 4 2.3
## 268 23.5 4 1.8
## 269 19.0 6 3.0
## 270 21.5 6 3.0
## 271 20.5 4 1.9
## 272 22.5 4 1.6
## 273 16.0 8 5.0
## 274 24.5 4 2.2
## 275 18.5 4 2.3
## 276 14.5 6 4.9
## 277 18.5 4 2.3
## 278 14.5 8 5.2
## 279 21.0 6 2.5
## 280 19.0 6 3.0
## 281 21.5 4 1.6
## 282 19.5 6 3.8
## 283 38.5 4 1.9
## 284 23.0 4 1.6
## 285 15.5 6 3.0
## 286 17.5 6 3.0
## 287 19.5 6 2.8
## 288 26.5 4 1.6
## 289 27.5 4 1.5
## 290 22.0 4 2.2
## 291 13.5 8 5.2
## 292 15.5 8 6.5
## 293 26.5 4 1.8
## 294 22.0 4 2.3
## 295 14.5 6 4.3
## 296 18.0 6 3.0
## 297 22.0 6 3.8
## 298 20.0 6 2.8
## 299 14.0 8 5.4
## 300 18.5 4 2.7
## 301 15.5 6 3.2
## 302 12.0 8 5.0
## 303 20.0 6 3.0
## 304 23.0 6 2.5
## 305 11.0 8 5.9
## 306 22.0 6 3.1
## 307 13.0 8 3.9
## 308 26.5 4 1.8
## 309 15.5 8 4.6
## 310 14.5 8 5.7
## 311 25.0 4 1.8
## 312 15.5 6 3.0
## 313 21.0 4 2.4
## 314 14.0 6 4.3
## 315 22.5 4 2.5
## 316 22.0 4 2.2
## 317 24.5 4 2.4
## 318 18.0 4 2.7
## 319 22.5 4 2.2
## 320 20.0 6 3.2
## 321 22.5 4 2.2
## 322 41.0 3 1.0
## 323 19.5 4 2.4
## 324 22.5 4 1.6
## 325 19.5 8 4.6
## 326 18.5 8 4.4
## 327 13.5 8 5.0
## 328 15.5 6 3.2
## 329 20.5 6 3.0
## 330 21.5 6 3.8
## 331 20.0 4 2.5
## 332 15.5 6 4.9
## 333 16.0 8 4.6
## 334 16.0 6 4.9
## 335 21.5 6 3.4
## 336 14.0 8 5.7
## 337 16.0 6 4.0
## 338 13.0 8 5.2
## 339 16.5 4 2.4
## 340 16.5 6 3.4
## 341 25.5 4 2.2
## 342 13.0 8 5.2
## 343 20.0 8 4.0
## 344 22.0 5 2.4
## 345 15.0 8 5.0
## 346 14.0 12 6.0
## 347 23.0 4 2.0
## 348 21.0 4 1.8
## 349 19.0 6 3.0
## 350 13.0 8 5.9
## 351 19.5 8 4.6
## 352 27.5 4 1.8
## 353 22.0 6 3.1
## 354 21.5 6 3.0
## 355 20.5 4 2.3
## 356 11.5 8 6.8
## 357 12.0 8 5.7
## 358 17.0 4 2.4
## 359 23.5 4 2.4
## 360 16.0 6 3.9
## 361 13.0 8 5.7
## 362 16.0 8 6.2
## 363 17.5 6 4.0
## 364 17.0 6 4.3
## 365 18.0 4 2.3
## 366 18.5 6 3.3
## 367 17.5 6 4.3
## 368 16.5 6 4.0
## 369 29.5 4 1.5
## 370 21.5 4 2.5
## 371 39.5 4 1.9
## 372 40.5 3 1.0
## 373 19.0 4 2.7
## 374 19.0 8 5.7
## 375 18.5 6 3.6
## 376 28.5 4 1.9
## 377 14.5 8 5.0
## 378 22.5 6 2.5
## 379 20.5 6 3.1
## 380 22.5 4 1.6
## 381 14.5 8 5.7
## 382 20.5 4 2.4
## 383 23.5 4 2.5
## 384 14.5 6 3.9
## 385 21.5 4 2.0
## 386 18.5 4 2.0
## 387 21.0 6 2.5
## 388 29.5 4 1.6
## 389 21.0 4 2.2
## 390 15.5 6 4.3
## 391 18.5 6 3.6
## 392 19.0 8 5.7
## 393 22.5 4 2.0
## 394 19.5 4 2.0
## 395 14.5 6 4.3
## 396 26.0 4 1.6
## 397 19.0 5 2.2
## 398 16.0 6 3.9
## 399 21.0 4 2.2
## 400 15.5 6 4.3
## 401 22.0 6 3.0
## 402 11.5 8 6.8
## 403 21.5 4 2.3
## 404 19.0 8 5.0
## 405 30.0 4 1.9
## 406 30.0 3 1.2
## 407 22.0 6 3.1
## 408 13.5 8 5.7
## 409 33.0 3 1.0
## 410 17.5 8 6.5
## 411 26.5 4 2.0
## 412 19.0 8 4.0
## 413 14.0 8 5.7
## 414 14.5 8 5.7
## 415 20.0 6 3.5
## 416 19.5 4 2.3
## 417 15.5 6 3.0
## 418 23.0 4 2.4
## 419 27.0 4 1.8
## 420 13.5 8 5.7
## 421 30.0 4 1.9
## 422 20.0 4 2.5
## 423 17.5 6 3.8
## 424 23.5 4 1.6
## 425 19.5 4 2.6
## 426 26.5 4 1.5
## 427 19.5 6 3.0
## 428 21.5 6 3.0
## 429 29.5 4 1.6
## 430 15.0 8 6.5
## 431 14.5 6 4.2
## 432 23.5 4 2.3
## 433 19.5 5 2.3
## 434 17.5 6 3.6
## 435 21.0 4 2.3
## 436 16.0 6 3.2
## 437 16.5 6 4.3
## 438 20.0 4 2.2
## 439 22.5 4 1.8
## 440 20.0 4 2.2
## 441 21.5 6 3.0
## 442 14.0 6 4.9
## 443 17.0 6 4.3
## 444 22.5 4 2.2
## 445 24.5 4 1.8
## 446 19.0 8 6.2
## 447 21.0 6 2.5
## 448 22.0 4 2.4
## 449 13.5 8 5.4
## 450 25.5 4 2.3
## 451 17.5 6 4.3
## 452 25.5 4 1.8
## 453 16.5 4 2.6
## 454 21.0 6 3.8
## 455 25.0 4 1.8
## 456 25.0 4 1.5
## 457 16.5 4 2.6
## 458 18.5 6 3.0
## 459 22.0 4 1.6
## 460 24.5 4 2.5
## 461 21.5 6 3.1
## 462 19.0 6 3.0
## 463 21.0 4 2.2
## 464 21.5 4 2.4
## 465 15.0 6 4.9
## 466 20.0 4 2.0
## 467 17.5 6 4.3
## 468 21.0 6 2.8
## 469 18.5 6 3.1
## 470 21.5 6 3.8
## 471 26.5 4 1.8
## 472 24.5 4 2.5
## 473 25.5 4 1.9
## 474 11.5 8 6.8
## 475 21.5 4 2.3
## 476 19.0 4 2.5
## 477 19.0 6 3.8
## 478 15.0 8 5.0
## 479 26.5 4 1.6
## 480 26.0 4 2.0
## 481 14.5 8 5.0
## 482 20.0 6 3.0
## 483 24.5 4 2.2
## 484 12.5 8 5.7
## 485 18.0 4 2.1
## 486 17.5 6 3.0
## 487 20.0 4 2.4
## 488 14.5 8 5.0
## 489 21.5 4 2.5
## 490 19.0 8 5.0
## 491 18.5 4 2.4
## 492 15.0 6 3.3
## 493 11.5 8 5.9
## 494 15.5 6 4.9
## 495 15.5 6 3.2
## 496 15.0 6 3.2
## 497 19.0 6 4.3
## 498 15.5 8 5.0
## 499 24.5 4 1.8
## 500 23.5 4 1.6
## 501 22.0 6 3.1
## 502 19.0 6 4.3
## 503 16.0 6 4.0
## 504 14.5 8 5.7
## 505 22.5 6 3.1
## 506 15.5 6 4.2
## 507 13.0 8 5.7
## 508 13.5 8 5.0
## 509 25.0 4 2.0
## 510 19.5 8 5.0
## 511 15.5 6 3.0
## 512 21.5 6 3.2
## 513 27.5 4 1.5
## 514 22.5 4 2.0
## 515 20.0 6 3.0
## 516 15.0 8 5.7
## 517 18.5 6 3.3
## 518 13.5 8 5.2
## 519 16.5 6 4.3
## 520 22.0 4 2.3
## 521 14.5 8 5.0
## 522 16.5 6 4.0
## 523 20.0 6 2.5
## 524 18.0 6 3.0
## 525 20.0 6 3.0
## 526 13.0 8 5.2
## 527 23.0 4 2.0
## 528 19.0 6 4.3
## 529 23.0 4 1.8
## 530 13.5 8 5.0
## 531 18.5 6 4.0
## 532 12.5 8 6.8
## 533 19.5 4 2.3
## 534 22.0 4 2.0
## 535 17.5 6 4.0
## 536 22.0 6 3.3
## 537 21.0 6 2.5
## 538 20.5 4 2.5
## 539 16.0 6 4.3
## 540 20.0 4 2.5
## 541 13.5 6 4.9
## 542 13.0 8 5.8
## 543 27.0 4 2.0
## 544 25.0 4 2.0
## 545 23.5 4 2.2
## 546 19.5 4 2.4
## 547 17.0 6 3.9
## 548 23.5 4 1.6
## 549 21.0 6 3.5
## 550 12.5 8 5.2
## 551 21.0 6 2.5
## 552 15.0 8 5.0
## 553 18.5 8 4.4
## 554 11.5 12 5.5
## 555 18.5 6 4.0
## 556 20.0 6 3.0
## 557 12.0 8 5.9
## 558 23.0 4 2.4
## 559 19.0 4 2.0
## 560 25.5 4 2.0
## 561 20.0 6 3.2
## 562 19.0 4 2.0
## 563 38.5 4 1.9
## 564 20.5 4 2.5
## 565 20.5 4 2.4
## 566 16.5 6 4.3
## 567 21.5 4 2.3
## 568 17.5 6 4.3
## 569 16.5 6 4.3
## 570 13.5 8 5.7
## 571 17.5 6 3.2
## 572 18.5 4 2.4
## 573 23.5 4 1.6
## 574 23.5 4 1.6
## 575 14.0 8 5.7
## 576 19.0 8 5.7
## 577 33.5 3 1.0
## 578 14.5 8 5.7
## 579 17.5 8 5.0
## 580 19.5 6 3.0
## 581 21.0 4 2.3
## 582 18.0 6 4.0
## 583 26.5 4 1.8
## 584 10.0 6 3.0
## 585 20.0 4 2.0
## 586 20.5 6 2.5
## 587 19.5 6 3.3
## 588 21.0 4 2.5
## 589 21.5 6 3.2
## 590 28.5 4 1.5
## 591 26.0 4 2.0
## 592 20.5 6 2.5
## 593 18.5 4 2.0
## 594 19.0 8 4.6
## 595 23.5 4 1.8
## 596 18.0 6 3.0
## 597 17.0 6 3.2
## 598 11.5 8 6.8
## 599 22.0 6 3.1
## 600 26.5 4 1.5
## 601 20.0 6 4.3
## 602 15.5 8 6.5
## 603 16.5 6 4.3
## 604 17.0 6 4.3
## 605 21.0 6 3.0
## 606 14.5 6 4.0
## 607 16.0 8 5.0
## 608 16.0 4 2.6
## 609 20.5 6 3.8
## 610 22.5 4 2.0
## 611 18.5 4 2.0
## 612 22.0 6 3.0
## 613 15.0 8 5.0
## 614 30.5 4 1.9
## 615 28.5 4 1.6
## 616 24.0 4 1.8
## 617 17.0 4 2.5
## 618 20.0 6 2.8
## 619 22.0 4 1.8
## 620 14.5 4 2.1
## 621 16.0 6 4.9
## 622 15.5 6 4.9
## 623 14.0 8 5.7
## 624 17.5 6 4.0
## 625 16.0 6 3.3
## 626 22.0 4 2.5
## 627 20.5 5 2.3
## 628 21.5 6 3.1
## 629 20.0 6 2.9
## 630 14.0 12 5.0
## 631 19.0 8 4.0
## 632 22.5 4 2.2
## 633 20.5 6 3.0
## 634 17.0 4 2.4
## 635 14.0 6 4.9
## 636 17.5 6 4.3
## 637 25.0 4 2.4
## 638 20.0 4 2.3
## 639 23.5 4 2.5
## 640 21.5 6 2.5
## 641 25.0 4 2.4
## 642 14.5 6 3.9
## 643 19.0 6 4.3
## 644 15.0 8 4.6
## 645 19.5 4 2.5
## 646 18.5 6 3.8
## 647 19.0 6 4.3
## 648 25.0 4 1.8
## 649 17.0 4 2.5
## 650 15.5 6 3.1
## 651 19.0 6 3.0
## 652 19.0 8 5.7
## 653 22.0 6 3.1
## 654 12.5 8 5.8
## 655 20.0 6 2.7
## 656 25.0 4 2.0
## 657 17.5 8 6.2
## 658 14.5 8 5.7
## 659 17.5 6 4.3
## 660 22.5 4 2.4
## 661 21.5 4 2.2
## 662 21.0 4 2.2
## 663 18.0 4 2.6
## 664 11.5 8 4.9
## 665 21.0 4 2.2
## 666 26.5 4 2.2
## 667 19.5 6 2.8
## 668 20.5 6 3.0
## 669 24.0 4 2.0
## 670 24.0 4 2.0
## 671 25.0 4 2.0
## 672 20.0 6 3.0
## 673 24.0 4 2.2
## 674 21.5 4 2.3
## 675 15.0 8 5.0
## 676 13.0 8 5.9
## 677 21.5 6 3.1
## 678 22.0 4 2.5
## 679 26.5 4 1.6
## 680 20.5 6 3.2
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## 891 47.0 NA NA
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## 978 18.0 4 2.4
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## 983 20.5 5 2.3
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## 989 16.5 6 3.4
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## 996 30.5 4 1.8
## 997 16.5 6 4.0
## 998 23.5 4 1.6
## 999 19.5 6 2.8
## 1000 13.5 8 5.7options(scipen=999)
datas$coefficient## NULL