data hmh91 ; input MAKE $ MODEL $ VOL HP MPG SP WT ; cards ; GM/ GeoMetroXF1 89 49 65.4 96 17.5 GM/ GeoMetro 92 55 56.0 97 20.0 GM/ GeoMetroLSI 92 55 55.9 97 20.0 Suzuki Swift 92 70 49.0 105 20.0 Daihatsu Charade 92 53 46.5 96 20.0 GM/ GeoSprintTurbo 89 70 46.2 105 20.0 GM/ GeoSprint 92 55 45.4 97 20.0 Honda CivicCRXHF 50 62 59.2 98 22.5 Honda CivicCRXHF 50 62 53.3 98 22.5 Daihatsu Charade 94 80 43.4 107 22.5 Subaru Justy 89 73 41.1 103 22.5 Honda CivicCRX 50 92 40.9 113 22.5 Honda Civic 99 92 40.9 113 22.5 Subaru Justy 89 73 40.4 103 22.5 Subaru Justy2 89 66 39.6 100 22.5 Subaru Justy4wd 89 73 39.3 103 22.5 Toyota Tercel 91 78 38.9 106 22.5 Honda CivicCRX2 50 92 38.8 113 22.5 Toyota Tercel 91 78 38.2 106 22.5 Ford Escort 103 90 42.2 109 25.0 Honda Civic 99 92 40.9 110 25.0 Pontiac LeMans 107 74 40.7 101 25.0 Isuzu Stylus 101 95 40.0 111 25.0 Dodge Colt 96 81 39.3 105 25.0 GM/ GeoStorm 89 95 38.8 111 25.0 HondaCivic CRX 50 92 38.4 110 25.0 Honda CivicWagon 117 92 38.4 110 25.0 Honda Civic 99 92 38.4 110 25.0 Subaru Loyale 102 90 29.5 109 25.0 Volks JettaDiesel 104 52 46.9 90 27.5 Mazda 323Protege 107 103 36.3 112 27.5 Ford EscortWagon 114 84 36.1 103 27.5 Ford Escort 101 84 36.1 103 27.5 GM/ GeoPrism 97 102 35.4 111 27.5 Toyota Corolla 113 102 35.3 111 27.5 Eagle Summit 101 81 35.1 102 27.5 Nissan CentraCoupe 98 90 35.1 106 27.5 Nissan CentraWagon 88 90 35.0 106 27.5 Toyota Celica 86 102 33.2 109 30.0 Toyota Celica 86 102 32.9 109 30.0 Toyota Corolla 92 130 32.3 120 30.0 Chevrolet Corsica 113 95 32.2 106 30.0 Chevrolet Beretta 106 95 32.2 106 30.0 Toyota Corolla 92 102 32.2 109 30.0 Pontiac SunbirdConv 88 95 32.2 106 30.0 Dodge Shadow 102 93 31.5 105 30.0 Dodge Daytona 99 100 31.5 108 30.0 Eagle Spirit 111 100 31.4 108 30.0 Ford Tempo 103 98 31.4 107 30.0 Toyota Celica 86 130 31.2 120 30.0 Toyota Camry 101 115 33.7 109 35.0 Toyota Camry 101 115 32.6 109 35.0 Toyota Camry 101 115 31.3 109 35.0 Toyota CamryWagon 124 115 31.3 109 35.0 Olds CutlassSup 113 180 30.4 133 35.0 Olds CutlassSup 113 160 28.9 125 35.0 Saab 9000 124 130 28.0 115 35.0 Ford Mustang 92 96 28.0 102 35.0 Toyota Camry 101 115 28.0 109 35.0 Chrysler LebaronConv 94 100 28.0 104 35.0 Dodge Dynasty 115 100 28.0 105 35.0 Volvo 740 111 145 27.7 120 35.0 Ford Thunderbird 116 120 25.6 107 40.0 Chevrolet Caprice 131 140 25.3 114 40.0 Lincoln Continental 123 140 23.9 114 40.0 Chrysler NewYorker 121 150 23.6 117 40.0 Buick Reatta 50 165 23.6 122 40.0 Olds Trof/Toronado 114 165 23.6 122 40.0 Oldsmobile 98 127 165 23.6 122 40.0 Pontiac Bonneville 123 165 23.6 122 40.0 Lexus LS400 112 245 23.5 148 40.0 Nissan 300ZX 50 280 23.4 160 40.0 Volvo 760Wagon 135 162 23.4 121 40.0 Audi 200QuatroWag 132 162 23.1 121 40.0 Buick ElectraWagon 160 140 22.9 110 45.0 Cadillac Brougham 129 140 22.9 110 45.0 Cadillac Brougham 129 175 19.5 121 45.0 Mercedes 500SL 50 322 18.1 165 45.0 Mercedes 560SEL 115 238 17.2 140 45.0 Jaguar XJSConvert 50 263 17.0 147 45.0 BMW 750IL 119 295 16.7 157 45.0 Rolls-Royce Various 107 236 13.2 130 55.0 ; proc print ; run ; proc loess data=hmh91; ods output OutputStatistics = hmh91fit ; model mpg = hp / degree=1 smooth = 0.5 ; run; proc print data = hmh91fit ; proc sort data=hmh91Fit; by hp; run; symbol1 color=black value=dot ; symbol2 color=blue interpol=spline value=none; proc gplot data=hmh91fit; plot DepVar*hp Pred*hp / overlay ; run; quit; proc plot data=hmh91fit; plot DepVar*hp Pred*hp='p' / overlay ; run; quit;