Getting Started Example 1 for PROC ADAPTIVEREG
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: adptgs1 */
/* TITLE: Getting Started Example 1 for PROC ADAPTIVEREG */
/* DESC: Automobile MPG Study */
/* REF: UCI Machine Learning */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: */
/* PROCS: ADAPTIVEREG */
/* */
/* SUPPORT: Weijie Cai */
/****************************************************************/
title 'Automobile MPG Study';
data Autompg;
input MPG Cylinders Displacement Horsepower Weight
Acceleration Year Origin Name $35.;
datalines;
18.0 8 307.0 130.0 3504 12.0 70 1 Chevrolet Chevelle Malibu
15.0 8 350.0 165.0 3693 11.5 70 1 Buick Skylark 320
18.0 8 318.0 150.0 3436 11.0 70 1 Plymouth Satellite
16.0 8 304.0 150.0 3433 12.0 70 1 AMC Rebel SST
17.0 8 302.0 140.0 3449 10.5 70 1 Ford Torino
15.0 8 429.0 198.0 4341 10.0 70 1 Ford Galaxie 500
14.0 8 454.0 220.0 4354 9.0 70 1 Chevrolet Impala
14.0 8 440.0 215.0 4312 8.5 70 1 Plymouth Fury III
14.0 8 455.0 225.0 4425 10.0 70 1 Pontiac Catalina
15.0 8 390.0 190.0 3850 8.5 70 1 AMC Ambassador DPL
15.0 8 383.0 170.0 3563 10.0 70 1 Dodge Challenger SE
14.0 8 340.0 160.0 3609 8.0 70 1 Plymouth Cuda 340
15.0 8 400.0 150.0 3761 9.5 70 1 Chevrolet Monte Carlo
14.0 8 455.0 225.0 3086 10.0 70 1 Buick Estate Wagon (SW)
24.0 4 113.0 95.00 2372 15.0 70 3 Toyota Corona Mark II
22.0 6 198.0 95.00 2833 15.5 70 1 Plymouth Duster
18.0 6 199.0 97.00 2774 15.5 70 1 AMC Hornet
21.0 6 200.0 85.00 2587 16.0 70 1 Ford Maverick
27.0 4 97.00 88.00 2130 14.5 70 3 Datsun Pl510
26.0 4 97.00 46.00 1835 20.5 70 2 Volkswagen 1131 Deluxe Sedan
25.0 4 110.0 87.00 2672 17.5 70 2 Peugeot 504
24.0 4 107.0 90.00 2430 14.5 70 2 Audi 100 LS
25.0 4 104.0 95.00 2375 17.5 70 2 Saab 99E
26.0 4 121.0 113.0 2234 12.5 70 2 BMW 2002
21.0 6 199.0 90.00 2648 15.0 70 1 AMC Gremlin
10.0 8 360.0 215.0 4615 14.0 70 1 Ford F250
10.0 8 307.0 200.0 4376 15.0 70 1 Chevy C20
11.0 8 318.0 210.0 4382 13.5 70 1 Dodge D200
9.0 8 304.0 193.0 4732 18.5 70 1 Hi 1200D
27.0 4 97.00 88.00 2130 14.5 71 3 Datsun Pl510
28.0 4 140.0 90.00 2264 15.5 71 1 Chevrolet Vega 2300
25.0 4 113.0 95.00 2228 14.0 71 3 Toyota Corona
25.0 4 98.00 . 2046 19.0 71 1 Ford Pinto
19.0 6 232.0 100.0 2634 13.0 71 1 AMC Gremlin
16.0 6 225.0 105.0 3439 15.5 71 1 Plymouth Satellite Custom
17.0 6 250.0 100.0 3329 15.5 71 1 Chevrolet Chevelle Malibu
19.0 6 250.0 88.00 3302 15.5 71 1 Ford Torino 500
18.0 6 232.0 100.0 3288 15.5 71 1 AMC Matador
14.0 8 350.0 165.0 4209 12.0 71 1 Chevrolet Impala
14.0 8 400.0 175.0 4464 11.5 71 1 Pontiac Catalina Brougham
14.0 8 351.0 153.0 4154 13.5 71 1 Ford Galaxie 500
14.0 8 318.0 150.0 4096 13.0 71 1 Plymouth Fury III
12.0 8 383.0 180.0 4955 11.5 71 1 Dodge Monaco (SW)
13.0 8 400.0 170.0 4746 12.0 71 1 Ford Country Squire (SW)
13.0 8 400.0 175.0 5140 12.0 71 1 Pontiac Safari (SW)
18.0 6 258.0 110.0 2962 13.5 71 1 AMC Hornet Sportabout (SW)
22.0 4 140.0 72.00 2408 19.0 71 1 Chevrolet Vega (SW)
19.0 6 250.0 100.0 3282 15.0 71 1 Pontiac Firebird
18.0 6 250.0 88.00 3139 14.5 71 1 Ford Mustang
23.0 4 122.0 86.00 2220 14.0 71 1 Mercury Capri 2000
28.0 4 116.0 90.00 2123 14.0 71 2 Opel 1900
30.0 4 79.00 70.00 2074 19.5 71 2 Peugeot 304
30.0 4 88.00 76.00 2065 14.5 71 2 Fiat 124b
31.0 4 71.00 65.00 1773 19.0 71 3 Toyota Corolla 1200
35.0 4 72.00 69.00 1613 18.0 71 3 Datsun 1200
27.0 4 97.00 60.00 1834 19.0 71 2 Volkswagen Model 111
26.0 4 91.00 70.00 1955 20.5 71 1 Plymouth Cricket
24.0 4 113.0 95.00 2278 15.5 72 3 Toyota Corona Hardtop
25.0 4 97.50 80.00 2126 17.0 72 1 Dodge Colt Hardtop
23.0 4 97.00 54.00 2254 23.5 72 2 Volkswagen Type 3
20.0 4 140.0 90.00 2408 19.5 72 1 Chevrolet Vega
21.0 4 122.0 86.00 2226 16.5 72 1 Ford Pinto Runabout
13.0 8 350.0 165.0 4274 12.0 72 1 Chevrolet Impala
14.0 8 400.0 175.0 4385 12.0 72 1 Pontiac Catalina
15.0 8 318.0 150.0 4135 13.5 72 1 Plymouth Fury III
14.0 8 351.0 153.0 4129 13.0 72 1 Ford Galaxie 500
17.0 8 304.0 150.0 3672 11.5 72 1 AMC Ambassador SST
11.0 8 429.0 208.0 4633 11.0 72 1 Mercury Marquis
13.0 8 350.0 155.0 4502 13.5 72 1 Buick Lesabre Custom
12.0 8 350.0 160.0 4456 13.5 72 1 Oldsmobile Delta 88 Royale
13.0 8 400.0 190.0 4422 12.5 72 1 Chrysler Newport Royal
19.0 3 70.00 97.00 2330 13.5 72 3 Mazda Rx2 Coupe
15.0 8 304.0 150.0 3892 12.5 72 1 AMC Matador (SW)
13.0 8 307.0 130.0 4098 14.0 72 1 Chevrolet Chevelle Concours (SW)
13.0 8 302.0 140.0 4294 16.0 72 1 Ford Gran Torino (SW)
14.0 8 318.0 150.0 4077 14.0 72 1 Plymouth Satellite Custom (SW)
18.0 4 121.0 112.0 2933 14.5 72 2 Volvo 145e (SW)
22.0 4 121.0 76.00 2511 18.0 72 2 Volkswagen 411 (SW)
21.0 4 120.0 87.00 2979 19.5 72 2 Peugeot 504 (SW)
26.0 4 96.00 69.00 2189 18.0 72 2 Renault 12 (SW)
22.0 4 122.0 86.00 2395 16.0 72 1 Ford Pinto (SW)
28.0 4 97.00 92.00 2288 17.0 72 3 Datsun 510 (SW)
23.0 4 120.0 97.00 2506 14.5 72 3 Toyota Corona Mark II (SW)
28.0 4 98.00 80.00 2164 15.0 72 1 Dodge Colt (SW)
27.0 4 97.00 88.00 2100 16.5 72 3 Toyota Corolla 1600 (SW)
13.0 8 350.0 175.0 4100 13.0 73 1 Buick Century 350
14.0 8 304.0 150.0 3672 11.5 73 1 AMC Matador
13.0 8 350.0 145.0 3988 13.0 73 1 Chevrolet Malibu
14.0 8 302.0 137.0 4042 14.5 73 1 Ford Gran Torino
15.0 8 318.0 150.0 3777 12.5 73 1 Dodge Coronet Custom
12.0 8 429.0 198.0 4952 11.5 73 1 Mercury Marquis Brougham
13.0 8 400.0 150.0 4464 12.0 73 1 Chevrolet Caprice Classic
13.0 8 351.0 158.0 4363 13.0 73 1 Ford Ltd
14.0 8 318.0 150.0 4237 14.5 73 1 Plymouth Fury Gran Sedan
13.0 8 440.0 215.0 4735 11.0 73 1 Chrysler New Yorker Brougham
12.0 8 455.0 225.0 4951 11.0 73 1 Buick Electra 225 Custom
13.0 8 360.0 175.0 3821 11.0 73 1 AMC Ambassador Brougham
18.0 6 225.0 105.0 3121 16.5 73 1 Plymouth Valiant
16.0 6 250.0 100.0 3278 18.0 73 1 Chevrolet Nova Custom
18.0 6 232.0 100.0 2945 16.0 73 1 AMC Hornet
18.0 6 250.0 88.00 3021 16.5 73 1 Ford Maverick
23.0 6 198.0 95.00 2904 16.0 73 1 Plymouth Duster
26.0 4 97.00 46.00 1950 21.0 73 2 Volkswagen Super Beetle
11.0 8 400.0 150.0 4997 14.0 73 1 Chevrolet Impala
12.0 8 400.0 167.0 4906 12.5 73 1 Ford Country
13.0 8 360.0 170.0 4654 13.0 73 1 Plymouth Custom Suburb
12.0 8 350.0 180.0 4499 12.5 73 1 Oldsmobile Vista Cruiser
18.0 6 232.0 100.0 2789 15.0 73 1 AMC Gremlin
20.0 4 97.00 88.00 2279 19.0 73 3 Toyota Carina
21.0 4 140.0 72.00 2401 19.5 73 1 Chevrolet Vega
22.0 4 108.0 94.00 2379 16.5 73 3 Datsun 610
18.0 3 70.00 90.00 2124 13.5 73 3 Mazda RX3
19.0 4 122.0 85.00 2310 18.5 73 1 Ford Pinto
21.0 6 155.0 107.0 2472 14.0 73 1 Mercury Capri V6
26.0 4 98.00 90.00 2265 15.5 73 2 Fiat 124 Sport Coupe
15.0 8 350.0 145.0 4082 13.0 73 1 Chevrolet Monte Carlo S
16.0 8 400.0 230.0 4278 9.50 73 1 Pontiac Grand Prix
29.0 4 68.00 49.00 1867 19.5 73 2 Fiat 128
24.0 4 116.0 75.00 2158 15.5 73 2 Opel Manta
20.0 4 114.0 91.00 2582 14.0 73 2 Audi 100LS
19.0 4 121.0 112.0 2868 15.5 73 2 Volvo 144EA
15.0 8 318.0 150.0 3399 11.0 73 1 Dodge Dart Custom
24.0 4 121.0 110.0 2660 14.0 73 2 Saab 99LE
20.0 6 156.0 122.0 2807 13.5 73 3 Toyota Mark II
11.0 8 350.0 180.0 3664 11.0 73 1 Oldsmobile Omega
20.0 6 198.0 95.00 3102 16.5 74 1 Plymouth Duster
21.0 6 200.0 . 2875 17.0 74 1 Ford Maverick
19.0 6 232.0 100.0 2901 16.0 74 1 AMC Hornet
15.0 6 250.0 100.0 3336 17.0 74 1 Chevrolet Nova
31.0 4 79.00 67.00 1950 19.0 74 3 Datsun B210
26.0 4 122.0 80.00 2451 16.5 74 1 Ford Pinto
32.0 4 71.00 65.00 1836 21.0 74 3 Toyota Corolla 1200
25.0 4 140.0 75.00 2542 17.0 74 1 Chevrolet Vega
16.0 6 250.0 100.0 3781 17.0 74 1 Chevrolet Chevelle Malibu Classic
16.0 6 258.0 110.0 3632 18.0 74 1 AMC Matador
18.0 6 225.0 105.0 3613 16.5 74 1 Plymouth Satellite Sebring
16.0 8 302.0 140.0 4141 14.0 74 1 Ford Gran Torino
13.0 8 350.0 150.0 4699 14.5 74 1 Buick Century Luxus (SW)
14.0 8 318.0 150.0 4457 13.5 74 1 Dodge Coronet Custom (SW)
14.0 8 302.0 140.0 4638 16.0 74 1 Ford Gran Torino (SW)
14.0 8 304.0 150.0 4257 15.5 74 1 AMC Matador (SW)
29.0 4 98.00 83.00 2219 16.5 74 2 Audi Fox
26.0 4 79.00 67.00 1963 15.5 74 2 Volkswagen Dasher
26.0 4 97.00 78.00 2300 14.5 74 2 Opel Manta
31.0 4 76.00 52.00 1649 16.5 74 3 Toyota Corona
32.0 4 83.00 61.00 2003 19.0 74 3 Datsun 710
28.0 4 90.00 75.00 2125 14.5 74 1 Dodge Colt
24.0 4 90.00 75.00 2108 15.5 74 2 Fiat 128
26.0 4 116.0 75.00 2246 14.0 74 2 Fiat 124 TC
24.0 4 120.0 97.00 2489 15.0 74 3 Honda Civic
26.0 4 108.0 93.00 2391 15.5 74 3 Subaru
31.0 4 79.00 67.00 2000 16.0 74 2 Fiat X1.9
19.0 6 225.0 95.00 3264 16.0 75 1 Plymouth Valiant Custom
18.0 6 250.0 105.0 3459 16.0 75 1 Chevrolet Nova
15.0 6 250.0 72.00 3432 21.0 75 1 Mercury Monarch
15.0 6 250.0 72.00 3158 19.5 75 1 Ford Maverick
16.0 8 400.0 170.0 4668 11.5 75 1 Pontiac Catalina
15.0 8 350.0 145.0 4440 14.0 75 1 Chevrolet Bel Air
16.0 8 318.0 150.0 4498 14.5 75 1 Plymouth Grand Fury
14.0 8 351.0 148.0 4657 13.5 75 1 Ford LTD
17.0 6 231.0 110.0 3907 21.0 75 1 Buick Century
16.0 6 250.0 105.0 3897 18.5 75 1 Chevrolet Chevelle Malibu
15.0 6 258.0 110.0 3730 19.0 75 1 AMC Matador
18.0 6 225.0 95.00 3785 19.0 75 1 Plymouth Fury
21.0 6 231.0 110.0 3039 15.0 75 1 Buick Skyhawk
20.0 8 262.0 110.0 3221 13.5 75 1 Chevrolet Monza 2+2
13.0 8 302.0 129.0 3169 12.0 75 1 Ford Mustang II
29.0 4 97.00 75.00 2171 16.0 75 3 Toyota Corolla
23.0 4 140.0 83.00 2639 17.0 75 1 Ford Pinto
20.0 6 232.0 100.0 2914 16.0 75 1 AMC Gremlin
23.0 4 140.0 78.00 2592 18.5 75 1 Pontiac Astro
24.0 4 134.0 96.00 2702 13.5 75 3 Toyota Corona
25.0 4 90.00 71.00 2223 16.5 75 2 Volkswagen Dasher
24.0 4 119.0 97.00 2545 17.0 75 3 Datsun 710
18.0 6 171.0 97.00 2984 14.5 75 1 Ford Pinto
29.0 4 90.00 70.00 1937 14.0 75 2 Volkswagen Rabbit
19.0 6 232.0 90.00 3211 17.0 75 1 AMC Pacer
23.0 4 115.0 95.00 2694 15.0 75 2 Audi 100LS
23.0 4 120.0 88.00 2957 17.0 75 2 Peugeot 504
22.0 4 121.0 98.00 2945 14.5 75 2 Volvo 244DL
25.0 4 121.0 115.0 2671 13.5 75 2 Saab 99LE
33.0 4 91.00 53.00 1795 17.5 75 3 Honda Civic Cvcc
28.0 4 107.0 86.00 2464 15.5 76 2 Fiat 131
25.0 4 116.0 81.00 2220 16.9 76 2 Opel 1900
25.0 4 140.0 92.00 2572 14.9 76 1 Capri II
26.0 4 98.00 79.00 2255 17.7 76 1 Dodge Colt
27.0 4 101.0 83.00 2202 15.3 76 2 Renault 12TL
17.5 8 305.0 140.0 4215 13.0 76 1 Chevrolet Chevelle Malibu Classic
16.0 8 318.0 150.0 4190 13.0 76 1 Dodge Coronet Brougham
15.5 8 304.0 120.0 3962 13.9 76 1 AMC Matador
14.5 8 351.0 152.0 4215 12.8 76 1 Ford Gran Torino
22.0 6 225.0 100.0 3233 15.4 76 1 Plymouth Valiant
22.0 6 250.0 105.0 3353 14.5 76 1 Chevrolet Nova
24.0 6 200.0 81.00 3012 17.6 76 1 Ford Maverick
22.5 6 232.0 90.00 3085 17.6 76 1 AMC Hornet
29.0 4 85.00 52.00 2035 22.2 76 1 Chevrolet Chevette
24.5 4 98.00 60.00 2164 22.1 76 1 Chevrolet Woody
29.0 4 90.00 70.00 1937 14.2 76 2 VW Rabbit
33.0 4 91.00 53.00 1795 17.4 76 3 Honda Civic
20.0 6 225.0 100.0 3651 17.7 76 1 Dodge Aspen SE
18.0 6 250.0 78.00 3574 21.0 76 1 Ford Granada Ghia
18.5 6 250.0 110.0 3645 16.2 76 1 Pontiac Ventura SJ
17.5 6 258.0 95.00 3193 17.8 76 1 AMC Pacer D/L
29.5 4 97.00 71.00 1825 12.2 76 2 Volkswagen Rabbit
32.0 4 85.00 70.00 1990 17.0 76 3 Datsun B-210
28.0 4 97.00 75.00 2155 16.4 76 3 Toyota Corolla
26.5 4 140.0 72.00 2565 13.6 76 1 Ford Pinto
20.0 4 130.0 102.0 3150 15.7 76 2 Volvo 245
13.0 8 318.0 150.0 3940 13.2 76 1 Plymouth Volare Premier V8
19.0 4 120.0 88.00 3270 21.9 76 2 Peugeot 504
19.0 6 156.0 108.0 2930 15.5 76 3 Toyota Mark II
16.5 6 168.0 120.0 3820 16.7 76 2 Mercedes-Benz 280s
16.5 8 350.0 180.0 4380 12.1 76 1 Cadillac Seville
13.0 8 350.0 145.0 4055 12.0 76 1 Chevy C10
13.0 8 302.0 130.0 3870 15.0 76 1 Ford F108
13.0 8 318.0 150.0 3755 14.0 76 1 Dodge D100
31.5 4 98.00 68.00 2045 18.5 77 3 Honda Accord CVCC
30.0 4 111.0 80.00 2155 14.8 77 1 Buick Opel Isuzu Deluxe
36.0 4 79.00 58.00 1825 18.6 77 2 Renault 5 GTL
25.5 4 122.0 96.00 2300 15.5 77 1 Plymouth Arrow GS
33.5 4 85.00 70.00 1945 16.8 77 3 Datsun F-10 Hatchback
17.5 8 305.0 145.0 3880 12.5 77 1 Chevrolet Caprice Classic
17.0 8 260.0 110.0 4060 19.0 77 1 Oldsmobile Cutlass Supreme
15.5 8 318.0 145.0 4140 13.7 77 1 Dodge Monaco Brougham
15.0 8 302.0 130.0 4295 14.9 77 1 Mercury Cougar Brougham
17.5 6 250.0 110.0 3520 16.4 77 1 Chevrolet Concours
20.5 6 231.0 105.0 3425 16.9 77 1 Buick Skylark
19.0 6 225.0 100.0 3630 17.7 77 1 Plymouth Volare Custom
18.5 6 250.0 98.00 3525 19.0 77 1 Ford Granada
16.0 8 400.0 180.0 4220 11.1 77 1 Pontiac Grand Prix LJ
15.5 8 350.0 170.0 4165 11.4 77 1 Chevrolet Monte Carlo Landau
15.5 8 400.0 190.0 4325 12.2 77 1 Chrysler Cordoba
16.0 8 351.0 149.0 4335 14.5 77 1 Ford Thunderbird
29.0 4 97.00 78.00 1940 14.5 77 2 Volkswagen Rabbit Custom
24.5 4 151.0 88.00 2740 16.0 77 1 Pontiac Sunbird Coupe
26.0 4 97.00 75.00 2265 18.2 77 3 Toyota Corolla Liftback
25.5 4 140.0 89.00 2755 15.8 77 1 Ford Mustang II 2+2
30.5 4 98.00 63.00 2051 17.0 77 1 Chevrolet Chevette
33.5 4 98.00 83.00 2075 15.9 77 1 Dodge Colt M/M
30.0 4 97.00 67.00 1985 16.4 77 3 Subaru DL
30.5 4 97.00 78.00 2190 14.1 77 2 Volkswagen Dasher
22.0 6 146.0 97.00 2815 14.5 77 3 Datsun 810
21.5 4 121.0 110.0 2600 12.8 77 2 BMW 320i
21.5 3 80.00 110.0 2720 13.5 77 3 Mazda RX-4
43.1 4 90.00 48.00 1985 21.5 78 2 Volkswagen Rabbit Custom Diesel
36.1 4 98.00 66.00 1800 14.4 78 1 Ford Fiesta
32.8 4 78.00 52.00 1985 19.4 78 3 Mazda GLC Deluxe
39.4 4 85.00 70.00 2070 18.6 78 3 Datsun B210 GX
36.1 4 91.00 60.00 1800 16.4 78 3 Honda Civic CVCC
19.9 8 260.0 110.0 3365 15.5 78 1 Oldsmobile Cutlass Salon Brougham
19.4 8 318.0 140.0 3735 13.2 78 1 Dodge Diplomat
20.2 8 302.0 139.0 3570 12.8 78 1 Mercury Monarch Ghia
19.2 6 231.0 105.0 3535 19.2 78 1 Pontiac Phoenix LJ
20.5 6 200.0 95.00 3155 18.2 78 1 Chevrolet Malibu
20.2 6 200.0 85.00 2965 15.8 78 1 Ford Fairmont (Auto)
25.1 4 140.0 88.00 2720 15.4 78 1 Ford Fairmont (Man)
20.5 6 225.0 100.0 3430 17.2 78 1 Plymouth Volare
19.4 6 232.0 90.00 3210 17.2 78 1 AMC Concord
20.6 6 231.0 105.0 3380 15.8 78 1 Buick Century Special
20.8 6 200.0 85.00 3070 16.7 78 1 Mercury Zephyr
18.6 6 225.0 110.0 3620 18.7 78 1 Dodge Aspen
18.1 6 258.0 120.0 3410 15.1 78 1 AMC Concord D/L
19.2 8 305.0 145.0 3425 13.2 78 1 Chevrolet Monte Carlo Landau
17.7 6 231.0 165.0 3445 13.4 78 1 Buick Regal Sport Coupe (Turbo)
18.1 8 302.0 139.0 3205 11.2 78 1 Ford Futura
17.5 8 318.0 140.0 4080 13.7 78 1 Dodge Magnum XE
30.0 4 98.00 68.00 2155 16.5 78 1 Chevrolet Chevette
27.5 4 134.0 95.00 2560 14.2 78 3 Toyota Corona
27.2 4 119.0 97.00 2300 14.7 78 3 Datsun 510
30.9 4 105.0 75.00 2230 14.5 78 1 Dodge Omni
21.1 4 134.0 95.00 2515 14.8 78 3 Toyota Celica Gt Liftback
23.2 4 156.0 105.0 2745 16.7 78 1 Plymouth Sapporo
23.8 4 151.0 85.00 2855 17.6 78 1 Oldsmobile Starfire SX
23.9 4 119.0 97.00 2405 14.9 78 3 Datsun 200-SX
20.3 5 131.0 103.0 2830 15.9 78 2 Audi 5000
17.0 6 163.0 125.0 3140 13.6 78 2 Volvo 264GL
21.6 4 121.0 115.0 2795 15.7 78 2 Saab 99GLE
16.2 6 163.0 133.0 3410 15.8 78 2 Peugeot 604SL
31.5 4 89.00 71.00 1990 14.9 78 2 Volkswagen Scirocco
29.5 4 98.00 68.00 2135 16.6 78 3 Honda Accord LX
21.5 6 231.0 115.0 3245 15.4 79 1 Pontiac Lemans V6
19.8 6 200.0 85.00 2990 18.2 79 1 Mercury Zephyr 6
22.3 4 140.0 88.00 2890 17.3 79 1 Ford Fairmont 4
20.2 6 232.0 90.00 3265 18.2 79 1 AMC Concord DL 6
20.6 6 225.0 110.0 3360 16.6 79 1 Dodge Aspen 6
17.0 8 305.0 130.0 3840 15.4 79 1 Chevrolet Caprice Classic
17.6 8 302.0 129.0 3725 13.4 79 1 Ford Ltd Landau
16.5 8 351.0 138.0 3955 13.2 79 1 Mercury Grand Marquis
18.2 8 318.0 135.0 3830 15.2 79 1 Dodge St. Regis
16.9 8 350.0 155.0 4360 14.9 79 1 Buick Estate Wagon (SW)
15.5 8 351.0 142.0 4054 14.3 79 1 Ford Country Squire (SW)
19.2 8 267.0 125.0 3605 15.0 79 1 Chevrolet Malibu Classic (SW)
18.5 8 360.0 150.0 3940 13.0 79 1 Chrysler Lebaron Town & Country (SW)
31.9 4 89.00 71.00 1925 14.0 79 2 VW Rabbit Custom
34.1 4 86.00 65.00 1975 15.2 79 3 Maxda GLC Deluxe
35.7 4 98.00 80.00 1915 14.4 79 1 Dodge Colt Hatchback Custom
27.4 4 121.0 80.00 2670 15.0 79 1 AMC Spirit DL
25.4 5 183.0 77.00 3530 20.1 79 2 Mercedes Benz 300D
23.0 8 350.0 125.0 3900 17.4 79 1 Cadillac Eldorado
27.2 4 141.0 71.00 3190 24.8 79 2 Peugeot 504
23.9 8 260.0 90.00 3420 22.2 79 1 Oldsmobile Cutlass Salon Brougham
34.2 4 105.0 70.00 2200 13.2 79 1 Plymouth Horizon
34.5 4 105.0 70.00 2150 14.9 79 1 Plymouth Horizon TC3
31.8 4 85.00 65.00 2020 19.2 79 3 Datsun 210
37.3 4 91.00 69.00 2130 14.7 79 2 Fiat Strada Custom
28.4 4 151.0 90.00 2670 16.0 79 1 Buick Skylark Limited
28.8 6 173.0 115.0 2595 11.3 79 1 Chevrolet Citation
26.8 6 173.0 115.0 2700 12.9 79 1 Oldsmobile Omega Brougham
33.5 4 151.0 90.00 2556 13.2 79 1 Pontiac Phoenix
41.5 4 98.00 76.00 2144 14.7 80 2 VW Rabbit
38.1 4 89.00 60.00 1968 18.8 80 3 Toyota Corolla Tercel
32.1 4 98.00 70.00 2120 15.5 80 1 Chevrolet Chevette
37.2 4 86.00 65.00 2019 16.4 80 3 Datsun 310
28.0 4 151.0 90.00 2678 16.5 80 1 Chevrolet Citation
26.4 4 140.0 88.00 2870 18.1 80 1 Ford Fairmont
24.3 4 151.0 90.00 3003 20.1 80 1 AMC Concord
19.1 6 225.0 90.00 3381 18.7 80 1 Dodge Aspen
34.3 4 97.00 78.00 2188 15.8 80 2 Audi 4000
29.8 4 134.0 90.00 2711 15.5 80 3 Toyota Corona Liftback
31.3 4 120.0 75.00 2542 17.5 80 3 Mazda 626
37.0 4 119.0 92.00 2434 15.0 80 3 Datsun 510 Hatchback
32.2 4 108.0 75.00 2265 15.2 80 3 Toyota Corolla
46.6 4 86.00 65.00 2110 17.9 80 3 Mazda GLC
27.9 4 156.0 105.0 2800 14.4 80 1 Dodge Colt
40.8 4 85.00 65.00 2110 19.2 80 3 Datsun 210
44.3 4 90.00 48.00 2085 21.7 80 2 VW Rabbit C (Diesel)
43.4 4 90.00 48.00 2335 23.7 80 2 VW Dasher (Diesel)
36.4 5 121.0 67.00 2950 19.9 80 2 Audi 5000s (Diesel)
30.0 4 146.0 67.00 3250 21.8 80 2 Mercedes-Benz 240D
44.6 4 91.00 67.00 1850 13.8 80 3 Honda Civic 1500 GL
40.9 4 85.00 . 1835 17.3 80 2 Renault Le Car Deluxe
33.8 4 97.00 67.00 2145 18.0 80 3 Subaru DL
29.8 4 89.00 62.00 1845 15.3 80 2 Vokswagen Rabbit
32.7 6 168.0 132.0 2910 11.4 80 3 Datsun 280-ZX
23.7 3 70.00 100.0 2420 12.5 80 3 Mazda Rx-7 GS
35.0 4 122.0 88.00 2500 15.1 80 2 Triumph Tr7 Coupe
23.6 4 140.0 . 2905 14.3 80 1 Ford Mustang Cobra
32.4 4 107.0 72.00 2290 17.0 80 3 Honda Accord
27.2 4 135.0 84.00 2490 15.7 81 1 Plymouth Reliant
26.6 4 151.0 84.00 2635 16.4 81 1 Buick Skylark
25.8 4 156.0 92.00 2620 14.4 81 1 Dodge Aries Wagon (SW)
23.5 6 173.0 110.0 2725 12.6 81 1 Chevrolet Citation
30.0 4 135.0 84.00 2385 12.9 81 1 Plymouth Reliant
39.1 4 79.00 58.00 1755 16.9 81 3 Toyota Starlet
39.0 4 86.00 64.00 1875 16.4 81 1 Plymouth Champ
35.1 4 81.00 60.00 1760 16.1 81 3 Honda Civic 1300
32.3 4 97.00 67.00 2065 17.8 81 3 Subaru
37.0 4 85.00 65.00 1975 19.4 81 3 Datsun 210 MPG
37.7 4 89.00 62.00 2050 17.3 81 3 Toyota Tercel
34.1 4 91.00 68.00 1985 16.0 81 3 Mazda GLC 4
34.7 4 105.0 63.00 2215 14.9 81 1 Plymouth Horizon 4
34.4 4 98.00 65.00 2045 16.2 81 1 Ford Escort 4W
29.9 4 98.00 65.00 2380 20.7 81 1 Ford Escort 2H
33.0 4 105.0 74.00 2190 14.2 81 2 Volkswagen Jetta
34.5 4 100.0 . 2320 15.8 81 2 Renault 18I
33.7 4 107.0 75.00 2210 14.4 81 3 Honda Prelude
32.4 4 108.0 75.00 2350 16.8 81 3 Toyota Corolla
32.9 4 119.0 100.0 2615 14.8 81 3 Datsun 200SX
31.6 4 120.0 74.00 2635 18.3 81 3 Mazda 626
28.1 4 141.0 80.00 3230 20.4 81 2 Peugeot 505S Turbo Diesel
30.7 6 145.0 76.00 3160 19.6 81 2 Volvo Diesel
25.4 6 168.0 116.0 2900 12.6 81 3 Toyota Cressida
24.2 6 146.0 120.0 2930 13.8 81 3 Datsun 810 Maxima
22.4 6 231.0 110.0 3415 15.8 81 1 Buick Century
26.6 8 350.0 105.0 3725 19.0 81 1 Oldsmobile Cutlass LS
20.2 6 200.0 88.00 3060 17.1 81 1 Ford Granada GL
17.6 6 225.0 85.00 3465 16.6 81 1 Chrysler Lebaron Salon
28.0 4 112.0 88.00 2605 19.6 82 1 Chevrolet Cavalier
27.0 4 112.0 88.00 2640 18.6 82 1 Chevrolet Cavalier Wagon
34.0 4 112.0 88.00 2395 18.0 82 1 Chevrolet Cavalier 2-Door
31.0 4 112.0 85.00 2575 16.2 82 1 Pontiac J2000 SE Hatchback
29.0 4 135.0 84.00 2525 16.0 82 1 Dodge Aries SE
27.0 4 151.0 90.00 2735 18.0 82 1 Pontiac Phoenix
24.0 4 140.0 92.00 2865 16.4 82 1 Ford Fairmont Futura
23.0 4 151.0 . 3035 20.5 82 1 AMC Concord DL
36.0 4 105.0 74.00 1980 15.3 82 2 Volkswagen Rabbit L
37.0 4 91.00 68.00 2025 18.2 82 3 Mazda GLC Custom L
31.0 4 91.00 68.00 1970 17.6 82 3 Mazda GLC Custom
38.0 4 105.0 63.00 2125 14.7 82 1 Plymouth Horizon Miser
36.0 4 98.00 70.00 2125 17.3 82 1 Mercury Lynx L
36.0 4 120.0 88.00 2160 14.5 82 3 Nissan Stanza XE
36.0 4 107.0 75.00 2205 14.5 82 3 Honda Accord
34.0 4 108.0 70.00 2245 16.9 82 3 Toyota Corolla
38.0 4 91.00 67.00 1965 15.0 82 3 Honda Civic
32.0 4 91.00 67.00 1965 15.7 82 3 Honda Civic (Auto)
38.0 4 91.00 67.00 1995 16.2 82 3 Datsun 310 GX
25.0 6 181.0 110.0 2945 16.4 82 1 Buick Century Limited
38.0 6 262.0 85.00 3015 17.0 82 1 Oldsmobile Cutlass Ciera (Diesel)
26.0 4 156.0 92.00 2585 14.5 82 1 Chrysler Lebaron Medallion
22.0 6 232.0 112.0 2835 14.7 82 1 Ford Granada L
32.0 4 144.0 96.00 2665 13.9 82 3 Toyota Celica GT
36.0 4 135.0 84.00 2370 13.0 82 1 Dodge Charger 2.2
27.0 4 151.0 90.00 2950 17.3 82 1 Chevrolet Camaro
27.0 4 140.0 86.00 2790 15.6 82 1 Ford Mustang GL
44.0 4 97.00 52.00 2130 24.6 82 2 VW Pickup
32.0 4 135.0 84.00 2295 11.6 82 1 Dodge Rampage
28.0 4 120.0 79.00 2625 18.6 82 1 Ford Ranger
31.0 4 119.0 82.00 2720 19.4 82 1 Chevy S-10
;
ods graphics on;
proc adaptivereg data=autompg plots=all;
class cylinders year origin;
model mpg = cylinders displacement horsepower
weight acceleration year origin / additive;
run;
