data heart; input ID Ag S D Ch H W Cnt garbage; datalines; 1 44.00 124.00 80.00 254.0 70.00 190.0 0.000 0.12612 2 35.00 110.00 70.00 240.0 73.00 216.0 0.000 0.11425 3 41.00 114.00 80.00 279.0 68.00 178.0 0.000 0.10506 4 31.00 100.00 80.00 284.0 68.00 149.0 0.000 0.04116 5 61.00 190.00 110.00 315.0 68.00 182.0 1.000 0.31487 6 61.00 130.00 88.00 250.0 70.00 185.0 0.000 0.24076 7 44.00 130.00 94.00 298.0 68.00 161.0 0.000 0.10362 8 58.00 110.00 74.00 384.0 67.00 175.0 0.000 0.35216 9 52.00 120.00 80.00 310.0 66.00 144.0 0.000 0.12417 10 52.00 120.00 80.00 337.0 67.00 130.0 0.000 0.11680 11 52.00 130.00 80.00 367.0 69.00 162.0 0.000 0.21989 12 40.00 120.00 90.00 273.0 68.00 175.0 0.000 0.09221 13 49.00 130.00 75.00 273.0 66.00 155.0 0.000 0.10333 14 34.00 120.00 80.00 314.0 74.00 156.0 0.000 0.06471 15 37.00 115.00 70.00 243.0 65.00 151.0 0.000 0.04468 16 63.00 140.00 90.00 341.0 74.00 168.0 0.000 0.32136 17 28.00 138.00 80.00 245.0 70.00 185.0 0.000 0.05068 18 40.00 115.00 82.00 302.0 69.00 225.0 0.000 0.22774 19 51.00 148.00 110.00 302.0 69.00 247.0 1.000 0.43727 20 33.00 120.00 70.00 386.0 66.00 146.0 0.000 0.08090 21 37.00 110.00 70.00 312.0 71.00 170.0 1.000 0.09283 22 33.00 132.00 90.00 302.0 69.00 161.0 0.000 0.06212 23 41.00 112.00 80.00 394.0 69.00 167.0 0.000 0.16999 24 38.00 114.00 70.00 358.0 69.00 198.0 0.000 0.19222 25 52.00 100.00 78.00 336.0 70.00 162.0 0.000 0.18719 26 31.00 114.00 80.00 251.0 71.00 150.0 0.000 0.03403 27 44.00 110.00 80.00 322.0 68.00 196.0 1.000 0.19983 28 31.00 108.00 70.00 281.0 67.00 130.0 0.000 0.02928 29 40.00 110.00 74.00 336.0 68.00 166.0 1.000 0.11566 30 36.00 110.00 80.00 314.0 73.00 178.0 0.000 0.10164 31 42.00 136.00 82.00 383.0 69.00 187.0 0.000 0.22207 32 28.00 124.00 82.00 360.0 67.00 148.0 0.000 0.05575 33 40.00 120.00 85.00 369.0 71.00 180.0 0.000 0.17170 34 40.00 150.00 100.00 333.0 70.00 172.0 0.000 0.12471 35 35.00 100.00 70.00 253.0 68.00 141.0 0.000 0.03631 36 32.00 120.00 80.00 268.0 68.00 176.0 0.000 0.06145 37 31.00 110.00 80.00 257.0 71.00 154.0 0.000 0.03781 38 52.00 130.00 90.00 474.0 69.00 145.0 0.000 0.29586 39 45.00 110.00 80.00 391.0 69.00 159.0 1.000 0.17748 40 39.00 106.00 80.00 248.0 67.00 181.0 0.000 0.08335 41 40.00 130.00 90.00 520.0 68.00 169.0 1.000 0.31380 42 48.00 110.00 70.00 285.0 66.00 160.0 1.000 0.11427 43 29.00 110.00 70.00 352.0 66.00 149.0 0.000 0.05673 44 56.00 141.00 100.00 428.0 65.00 171.0 1.000 0.37779 45 53.00 90.00 55.00 334.0 68.00 166.0 0.000 0.20452 46 47.00 90.00 60.00 278.0 69.00 121.0 0.000 0.05570 47 30.00 114.00 76.00 264.0 73.00 178.0 0.000 0.05609 48 64.00 140.00 90.00 243.0 71.00 171.0 1.000 0.21744 49 31.00 130.00 88.00 348.0 72.00 181.0 0.000 0.10248 50 35.00 120.00 88.00 290.0 70.00 162.0 0.000 0.06482 51 65.00 130.00 90.00 370.0 65.00 153.0 1.000 0.32836 52 43.00 122.00 82.00 363.0 69.00 164.0 0.000 0.15003 53 53.00 120.00 80.00 343.0 71.00 159.0 0.000 0.19429 54 58.00 138.00 82.00 305.0 67.00 152.0 1.000 0.17832 55 67.00 168.00 105.00 365.0 68.00 190.0 1.000 0.50168 56 53.00 120.00 80.00 307.0 70.00 200.0 0.000 0.28132 57 42.00 134.00 90.00 243.0 67.00 147.0 0.000 0.05378 58 43.00 115.00 75.00 266.0 68.00 125.0 0.000 0.04520 59 52.00 110.00 75.00 341.0 69.00 163.0 0.000 0.19494 60 68.00 110.00 80.00 268.0 62.00 138.0 0.000 0.18476 61 64.00 105.00 68.00 261.0 66.00 108.0 0.000 0.09379 62 46.00 138.00 90.00 378.0 67.00 142.0 0.000 0.13431 63 41.00 120.00 90.00 279.0 70.00 212.0 0.000 0.17567 64 58.00 130.00 90.00 416.0 68.00 188.0 0.000 0.45686 65 50.00 160.00 110.00 261.0 66.00 145.0 0.000 0.08617 66 45.00 100.00 70.00 332.0 67.00 144.0 0.000 0.10146 67 59.00 156.00 90.00 337.0 67.00 158.0 0.000 0.23849 68 56.00 120.00 92.00 365.0 65.00 154.0 0.000 0.23011 69 59.00 126.00 96.00 292.0 67.00 148.0 0.000 0.16388 70 47.00 110.00 80.00 304.0 67.00 155.0 0.000 0.11258 71 43.00 95.00 70.00 341.0 69.00 154.0 0.000 0.11374 72 37.00 120.00 74.00 317.0 74.00 184.0 0.000 0.11906 73 27.00 100.00 60.00 296.0 67.00 140.0 0.000 0.03107 74 44.00 110.00 80.00 390.0 66.00 167.0 0.000 0.18958 75 41.00 120.00 80.00 274.0 69.00 138.0 0.000 0.05333 76 33.00 120.00 80.00 355.0 68.00 169.0 0.000 0.09719 77 29.00 115.00 80.00 225.0 70.00 186.0 0.000 0.04788 78 24.00 120.00 80.00 218.0 69.00 131.0 0.000 0.01386 79 36.00 108.00 66.00 298.0 67.00 160.0 0.000 0.06919 80 23.00 110.00 78.00 178.0 66.00 142.0 0.000 0.01230 81 47.00 120.00 80.00 341.0 70.00 218.0 1.000 0.32769 82 26.00 110.00 75.00 274.0 70.00 147.0 0.000 0.02893 83 45.00 130.00 90.00 285.0 65.00 161.0 0.000 0.10071 84 41.00 164.00 110.00 259.0 66.00 245.0 0.000 0.25019 85 55.00 125.00 88.00 266.0 67.00 167.0 0.000 0.15737 86 34.00 110.00 80.00 214.0 67.00 139.0 1.000 0.02606 87 51.00 110.00 75.00 267.0 66.00 150.0 0.000 0.10142 88 58.00 120.00 80.00 256.0 67.00 175.0 0.000 0.19096 89 51.00 118.00 88.00 273.0 64.00 123.0 0.000 0.06812 90 35.00 110.00 75.00 348.0 72.00 174.0 0.000 0.11098 91 34.00 118.00 78.00 322.0 69.00 192.0 0.000 0.12052 92 26.00 120.00 70.00 267.0 70.00 140.0 0.000 0.02456 93 25.00 110.00 75.00 270.0 74.00 195.0 0.000 0.06004 94 44.00 100.00 70.00 280.0 65.00 144.0 0.000 0.07089 95 57.00 130.00 85.00 320.0 69.00 193.0 0.000 0.31778 96 67.00 110.00 80.00 320.0 64.00 134.0 0.000 0.21948 97 59.00 160.00 90.00 330.0 63.00 144.0 0.000 0.18967 98 62.00 130.00 88.00 274.0 69.00 179.0 0.000 0.26032 99 40.00 140.00 90.00 269.0 63.00 111.0 0.000 0.03120 100 52.00 120.00 90.00 269.0 68.00 164.0 0.000 0.13355 101 28.00 130.00 80.00 135.0 67.00 168.0 0.000 0.01898 102 34.00 115.00 80.00 403.0 69.00 175.0 0.000 0.14707 103 43.00 122.00 78.00 294.0 68.00 173.0 0.000 0.11648 104 38.00 125.00 80.00 312.0 71.00 158.0 0.000 0.08040 105 45.00 110.00 80.00 311.0 69.00 154.0 0.000 0.10502 106 26.00 120.00 84.00 222.0 72.00 214.0 0.000 0.06432 107 35.00 112.00 90.00 302.0 67.00 176.0 0.000 0.08743 108 51.00 120.00 90.00 269.0 70.00 262.0 0.000 0.44911 109 55.00 120.00 82.00 311.0 71.00 181.0 0.000 0.24249 110 45.00 130.00 90.00 286.0 73.00 143.0 0.000 0.07597 111 69.00 160.00 90.00 370.0 67.00 185.0 1.000 0.51440 112 58.00 140.00 90.00 403.0 66.00 140.0 0.000 0.24983 113 64.00 190.00 100.00 244.0 66.00 187.0 0.000 0.27022 114 70.00 190.00 112.00 353.0 66.00 163.0 0.000 0.40468 115 27.00 112.00 78.00 252.0 68.00 164.0 0.000 0.03537 116 53.00 155.00 104.00 453.0 66.00 170.0 0.000 0.37460 117 28.00 115.00 65.00 260.0 66.00 150.0 0.000 0.03088 118 29.00 110.00 80.00 269.0 68.00 141.0 0.000 0.02953 119 23.00 120.00 82.00 235.0 65.00 135.0 0.000 0.01572 120 40.00 120.00 78.00 264.0 71.00 135.0 0.000 0.04534 121 53.00 160.00 90.00 420.0 67.00 141.0 0.000 0.22510 122 25.00 110.00 75.00 235.0 69.00 148.0 0.000 0.02181 123 63.00 130.00 90.00 420.0 69.00 160.0 1.000 0.40782 124 48.00 110.00 78.00 277.0 71.00 180.0 1.000 0.14815 125 36.00 120.00 80.00 319.0 70.00 157.0 0.000 0.07482 126 28.00 120.00 86.00 386.0 70.00 189.0 1.000 0.12554 127 57.00 110.00 68.00 353.0 71.00 166.0 0.000 0.26456 128 39.00 110.00 80.00 344.0 66.00 175.0 0.000 0.13270 129 52.00 130.00 90.00 210.0 65.00 172.0 1.000 0.10773 130 51.00 140.00 90.00 286.0 67.00 134.0 0.000 0.08800 131 37.00 120.00 90.00 260.0 67.00 188.0 0.000 0.09090 132 28.00 110.00 75.00 252.0 67.00 149.0 0.000 0.02886 133 44.00 120.00 90.00 336.0 72.00 175.0 0.000 0.15917 134 35.00 100.00 70.00 216.0 66.00 126.0 0.000 0.02225 135 41.00 100.00 65.00 208.0 69.00 165.0 0.000 0.05557 136 29.00 120.00 80.00 352.0 68.00 160.0 0.000 0.06798 137 46.00 125.00 90.00 346.0 63.00 155.0 0.000 0.13658 138 55.00 148.00 90.00 259.0 71.00 140.0 0.000 0.10002 139 32.00 100.00 70.00 290.0 70.00 181.0 0.000 0.07621 140 40.00 125.00 90.00 239.0 67.00 178.0 0.000 0.07900 141 61.00 154.00 80.00 333.0 66.00 141.0 0.000 0.20114 142 29.00 100.00 60.00 173.0 69.00 143.0 0.000 0.01658 143 52.00 110.00 80.00 253.0 70.00 139.0 0.000 0.08221 144 25.00 120.00 80.00 156.0 67.00 136.0 0.000 0.01068 145 27.00 110.00 70.00 156.0 67.00 150.0 0.000 0.01511 146 27.00 130.00 90.00 208.0 69.00 185.0 0.000 0.03826 147 53.00 130.00 80.00 218.0 73.00 185.0 0.000 0.14417 148 42.00 120.00 80.00 172.0 68.00 161.0 0.000 0.04374 149 64.00 115.00 75.00 357.0 67.00 180.0 0.000 0.40617 150 27.00 130.00 90.00 178.0 74.00 198.0 0.000 0.03948 151 55.00 110.00 70.00 283.0 70.00 128.0 1.000 0.09526 152 33.00 120.00 80.00 275.0 67.00 177.0 0.000 0.06850 153 58.00 110.00 80.00 187.0 71.00 224.0 0.000 0.26229 154 51.00 110.00 80.00 282.0 71.00 160.0 0.000 0.12916 155 37.00 134.00 80.00 282.0 71.00 181.0 0.000 0.09262 156 47.00 120.00 70.00 254.0 65.00 136.0 0.000 0.06158 157 49.00 120.00 90.00 273.0 71.00 245.0 0.000 0.35840 158 46.00 150.00 104.00 328.0 71.00 187.0 0.000 0.19780 159 40.00 110.00 70.00 244.0 70.00 161.0 1.000 0.06171 160 26.00 110.00 80.00 277.0 74.00 190.0 0.000 0.06066 161 28.00 110.00 70.00 195.0 73.00 180.0 0.000 0.03410 162 23.00 108.00 68.00 206.0 71.00 165.0 0.000 0.02188 163 52.00 125.00 90.00 327.0 65.00 147.0 0.000 0.14306 164 42.00 110.00 75.00 246.0 67.00 146.0 0.000 0.05388 165 27.00 115.00 88.00 203.0 70.00 182.0 0.000 0.03525 166 29.00 120.00 80.00 185.0 72.00 187.0 0.000 0.03794 167 43.00 122.00 78.00 224.0 66.00 128.0 0.000 0.03656 168 34.00 110.00 70.00 246.0 68.00 140.0 0.000 0.03246 169 40.00 120.00 80.00 227.0 67.00 163.0 0.000 0.05747 170 28.00 115.00 70.00 229.0 70.00 144.0 0.000 0.02290 171 30.00 115.00 70.00 214.0 71.00 150.0 0.000 0.02558 172 34.00 108.00 75.00 206.0 71.00 137.0 0.000 0.02394 173 26.00 120.00 80.00 173.0 67.00 141.0 0.000 0.01369 174 34.00 135.00 90.00 248.0 70.00 141.0 0.000 0.03343 175 35.00 100.00 70.00 222.0 73.00 190.0 0.000 0.06778 176 34.00 110.00 60.00 230.0 73.00 167.0 0.000 0.04628 177 45.00 100.00 70.00 219.0 69.00 159.0 0.000 0.06571 178 47.00 120.00 80.00 239.0 67.00 157.0 0.000 0.07920 179 54.00 134.00 90.00 258.0 66.00 170.0 0.000 0.15053 180 30.00 110.00 80.00 190.0 69.00 132.0 0.000 0.01611 181 29.00 110.00 80.00 252.0 68.00 155.0 0.000 0.03365 182 48.00 110.00 80.00 253.0 72.00 178.0 0.000 0.12557 183 37.00 120.00 88.00 172.0 71.00 168.0 0.000 0.03816 184 43.00 138.00 94.00 320.0 65.00 159.0 1.000 0.10888 185 31.00 124.00 90.00 166.0 67.00 160.0 0.000 0.02356 186 48.00 140.00 85.00 266.0 71.00 165.0 0.000 0.11066 187 34.00 110.00 80.00 176.0 72.00 194.0 0.000 0.05196 188 42.00 130.00 80.00 271.0 70.00 191.0 1.000 0.12860 189 49.00 122.00 94.00 295.0 73.00 198.0 0.000 0.22042 190 50.00 130.00 85.00 271.0 68.00 212.0 1.000 0.24580 191 42.00 120.00 80.00 259.0 64.00 147.0 0.000 0.05934 192 50.00 140.00 95.00 178.0 68.00 173.0 1.000 0.08232 193 60.00 160.00 100.00 317.0 72.00 206.0 0.000 0.40215 194 27.00 124.00 80.00 192.0 70.00 190.0 0.000 0.03766 195 29.00 120.00 85.00 187.0 68.00 181.0 0.000 0.03471 196 29.00 110.00 70.00 238.0 72.00 143.0 0.000 0.02510 197 49.00 112.00 78.00 283.0 64.00 149.0 0.000 0.09968 198 49.00 100.00 70.00 264.0 70.00 166.0 0.000 0.11645 199 50.00 128.00 92.00 264.0 70.00 176.0 0.000 0.14208 200 31.00 105.00 68.00 193.0 67.00 141.0 0.000 0.02020 ; ods html; ods graphics on; proc gam plots(clm); model Cnt = spline(AG) spline(Ch) spline(W) / dist=binomial link=logit; run; ods graphics off; ods html close;