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72 A p p e n d i x C Curve Area of Influence Model Results Table C.1. Model Output for Speed Change Points Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value IN13Ain 1910 31.4746 0.0137 -0.009 -271.5092 <0.0001 IN13Ain 1910 25.215 7.00E-04 -0.0027 -110.6764 0.02757711 IN13Aout 1910 23.7545 -0.0026 0.0063 -286.1063 <0.0001 IN13Aout 1910 23.9949 -0.005 0.0126 -126.195 <0.0001 IN13Aout 1910 27.4545 0.0011 -0.0041 -323.8188 <0.0001 IN13Aout 1910 24.9573 -2.00E-04 0.0038 -243.2865 <0.0001 IN13Bin 3862 24.9795 -1.00E-04 -0.0027 -184.6962 <0.0001 IN13Bin 3862 25.6622 5.00E-04 -0.0059 -98.4718 <0.0001 IN13Bin 3862 26.85 0.0014 -0.0068 -76.0516 <0.0001 IN13Bin 3862 25.2465 -9.00E-04 -0.002 -185.9717 <0.0001 IN1Ain 3977 23.9963 0.0033 -0.0083 -96.2083 <0.0001 IN1Ain 3977 0.2778 0 0 -408.4287 <0.0001 IN1Bout 1196 21.066 -0.0066 0.0141 -135.2823 <0.0001 IN3Aout 7106 26.3457 -3.00E-04 -0.0855 -131.2403 0 IN3Aout 7106 24.8481 -0.0084 0.0084 -84.6043 <0.0001 IN3Aout 7106 24.7021 0.0062 -0.0218 -62.822 <0.0001 IN3Bout 5994 26.6667 0 -0.2083 -2.6667 0 IN3Bout 5994 28.2097 0.0048 -0.0099 -115.7904 <0.0001 IN3Bout 5994 26.42 0.0038 -0.0042 -75.734 0.01257546 IN3Cin 1950 20.6077 -0.0134 0.017 -266.528 <0.0001 IN3Cin 1950 -88.3059 -0.2809 0.2799 -403.1271 0.23788383 IN3Cin 1950 25.2396 0.0059 -0.0062 -206.1128 <0.0001 IN44Ain 2703 28.3537 0.0058 -0.0127 -276.1865 <0.0001 IN44Ain 2703 25.8797 0.0041 -0.012 -58.0099 <0.0001 IN44Ain 2703 26.8077 -3.00E-04 -0.0126 -76.1235 <0.0001 IN44Cout 2181 23.3964 -0.0096 0.0157 -192.072 0 IN44Cout 2181 24.3886 -0.0052 0.0061 -218.0717 <0.0001 (continued on next page)
73 Table C.1. Model Output for Speed Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value IN44Cout 2181 26.7444 7.00E-04 -0.0068 -230.1197 <0.0001 IN44Cout 2181 25.6731 -0.009 0.0067 -85.4777 0 IN44Dout 1527 24.5603 -0.0049 -0.0222 -147.004 0 IN44Dout 1527 27.132 0.0038 -0.0173 -192.4604 <0.0001 IN44Dout 1527 26.748 -1.00E-04 -0.0325 -61.5033 <0.0001 IN44Fout 1490 24.6346 0.0013 -0.0069 -234.6482 <0.0001 IN44Fout 1490 25.2072 0.0056 -0.0079 -105.4487 <0.0001 IN44Fout 1490 25.484 0.003 -0.0119 -63.7031 <0.0001 IN44Fout 1490 25.7215 -0.0029 -0.0061 -168.0645 <0.0001 IN44Gin 5142 21.1746 0.005 -0.0135 -99.9366 <0.0001 IN44Gin 5142 26.4831 0 -0.0057 -80.0375 <0.0001 IN44Gin 5142 27.8004 0.0041 -0.0101 -298.2119 <0.0001 IN44Iout 2428 23.2586 -0.008 0.0079 -265.9376 <0.0001 IN44Iout 2428 19.6469 -0.0126 0.0215 -271.0077 <0.0001 IN44Iout 2428 23.7188 -0.0046 0.0152 -279.501 <0.0001 IN44Iout 2428 27.2782 0.0039 0.0013 -100 <0.0001 IN44Jout 1971 15.5089 -0.0138 0.0495 -84.071 <0.0001 IN44Jout 1971 24.3301 -0.0057 0.0044 -170.6553 <0.0001 IN44Jout 1971 24.0206 -0.0058 0.0107 -117.4916 <0.0001 IN44Kout 2051 28.3407 -0.0027 -0.0097 -268.0207 <0.0001 IN44Kout 2051 25.8547 -0.0015 -0.0067 -159.2281 <0.0001 IN44Kout 2051 21.3862 -0.0167 0.0175 -269.2508 <0.0001 IN44Kout 2051 25.4666 -0.0038 -0.0074 -117.0499 <0.0001 IN7Aout 1994 26.008 0.0052 -0.0229 -66.2461 <0.0001 IN7Aout 1994 31.7183 0.0113 -0.0148 -239.1769 <0.0001 NC16Ain 1551 22.3767 0.0035 -0.0077 -90.8977 <0.0001 NC16Ain 1551 19.7161 -2.00E-04 -0.0066 -42.009 <0.0001 NC16Cout 2053 15.531 -0.0101 0.0209 -264.3996 0 NC16Cout 2053 20.4671 0.0031 -0.3243 -2.4041 0 NC16Din 2117 24.7885 0.0089 -0.011 -388.8707 <0.0001 NC16Din 2117 22.1162 0.0044 -0.0073 -230.1436 <0.0001 NC3Ain 1129 24.6616 -0.0049 0.02 -78.9852 <0.0001 NC3Ain 1129 19.6051 -0.0093 0.0067 -359.9583 0.49582818 NC3Ain 1129 26.873 0.0041 -0.0099 -101.9631 <0.0001 NC3Ain 1129 27.5885 0.001 -0.0456 -13.7497 0.00010601 NC3Ain 1129 31.115 0.0135 -0.0169 -306.7835 <0.0001 NC3Ain 1129 27.7387 0.0076 -0.0117 -155.9568 <0.0001 NC3Aout 1129 28.384 -0.0014 -0.0052 -121.5323 <0.0001 NC3Aout 1129 28.0548 0.0013 -0.0148 -193.4051 <0.0001 (continued on next page)
74 Table C.1. Model Output for Speed Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value NC3Aout 1129 28.9097 0.0043 -0.0104 -226.9498 <0.0001 NC3Aout 1129 30.4472 0.0054 -0.0301 -66.6559 <0.0001 NC3Aout 1129 27.8477 0.0022 -0.0198 -68.3807 <0.0001 NC3Aout 1129 29.4495 0.0047 -0.0179 -84.8276 <0.0001 NC7Ain 1994 25.4649 0.0019 -0.0104 -106.7491 <0.0001 NC7Ain 1994 25.3715 0.0031 -0.0141 -159.2339 <0.0001 NC7Cin 723 24.5092 0.0162 -0.0242 -103.2604 <0.0001 NC7Cin 723 21.0862 -0.0022 -0.0273 -36.3002 <0.0001 NC7Eout 2153 22.9851 0.0067 -0.0383 -23.8492 <0.0001 NC7Eout 2153 24.0844 0.0034 -0.011 -75.2521 <0.0001 NC7Fin 963 27.7699 0.0096 -0.0148 -245.5055 <0.0001 NC7Fin 963 25.666 0.0061 -0.0189 -278.1089 <0.0001 NY18Ain 1718 21.7288 -0.0014 0.0112 -209.5014 <0.0001 NY18Ain 1718 31.2833 0.0204 -0.025 -306.2746 0 NY18Cin 2892 23.5163 -0.0054 0.0108 -252.1221 0 NY18Cin 2892 24.6396 -0.0078 0.0095 -223.4709 <0.0001 NY18Cin 2892 24.1158 -0.0013 0.0145 -160.5519 0 NY18Cin 2892 21.2281 -0.0106 0.0121 -292.4173 0 NY18Cin 2892 24.7382 -0.0011 -0.0021 -44.7614 <0.0001 NY18Cin 2892 24.5923 -1.00E-04 -0.0069 -64.6186 <0.0001 NY18Cin 2892 22.8488 -0.0031 0.0068 -260.3266 0 NY18Cin 2892 21.7511 -0.0036 0.0092 -101.4367 <0.0001 NY23Ain 6291 9.3436 -0.044 0.1136 -166.1236 <0.0001 NY23Ain 6291 23.5102 0.0028 -0.0319 -38.045 <0.0001 NY23Aout 6291 28.6649 0.008 -0.015 -235.6528 <0.0001 NY23Aout 6291 23.7078 -0.0023 0.0045 -242.8928 <0.0001 NY52Aout 1876 21.3175 -0.0082 0.0065 -281.4522 <0.0001 NY52Aout 1876 24.4018 -0.011 0.0181 -414.73 <0.0001 NY52Cin 1523 25.6515 0.0063 -0.011 -46.9281 <0.0001 NY52Cin 1523 26.7531 0.0096 -0.0325 -54.2924 <0.0001 NY52Cout 1523 29.8229 0.0072 -0.0072 -247.4987 <0.0001 NY52Din 1378 28.7769 0.0034 -0.0034 -48.5786 0.0005265 NY52Dout 1378 24.0518 -3.00E-04 0.0029 -128.0449 <0.0001 NY52Dout 1378 27.5435 0.0088 -0.7233 -3.1323 <0.0001 NY60Ain 1218 22.4699 0.0067 -0.0129 -261.8548 <0.0001 NY60Ain 1218 18.5039 -0.0018 -0.0055 -222.1382 <0.0001 NY62Aout 1926 31.6968 0.0166 -0.0172 -282.006 0 NY62Aout 1926 25.229 0.0055 -0.017 -239.5048 0 NY63Aout 1357 21.361 0.0044 -0.0147 -179.1604 <0.0001 (continued on next page)
75 Table C.1. Model Output for Speed Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value NY63Aout 1357 22.5121 -9.00E-04 -0.0066 -233.9469 <0.0001 NY63Aout 1357 20.4114 -0.0027 0.0115 -53.5696 <0.0001 NY63Aout 1357 26.7932 0.0161 -0.0193 -317.9716 <0.0001 NY63Aout 1357 22.8013 0.0064 -0.0059 -246.838 <0.0001 NY63Aout 1357 18.757 -0.0011 0.0073 -117.4594 0.00010972 NY65Ain 828 16.6772 -0.014 0.011 -218.7262 <0.0001 NY65Ain 828 21.3056 -3.00E-04 0.009 -46.6096 <0.0001 NY65Aout 828 28.5619 0.0152 -0.0245 -306.3977 <0.0001 NY65Aout 828 21.645 5.00E-04 0.0011 -299.0026 0.43003242 NY65Aout 828 20.8963 1.00E-04 0.0042 -75.7239 <0.0001 NY65Bin 1175 21.9469 -0.0015 -0.0058 -75.7584 <0.0001 NY65Bin 1175 18.0093 -0.0108 0.0152 -216.5231 <0.0001 NY65Bin 1175 22.2093 0.0067 -0.0176 -35.1011 <0.0001 NY65Bout 1175 18.1746 -0.0017 0.0092 -91.2507 <0.0001 NY65Bout 1175 18.1807 -0.0037 0.0116 -105.0212 <0.0001 NY67Aout 117 19.169 -0.0015 -0.0674 -86.9569 <0.0001 NY67Aout 117 20.0644 -0.0023 -0.0527 -102.7345 0 NY67Aout 117 19.0129 -0.0023 -0.0609 -94.651 <0.0001 NY67Aout 117 19.9117 -0.0049 -0.0523 -100.2466 0 NY67Aout 117 20.4601 -0.004 -0.1246 -57.6928 0 NY67Aout 117 19.0357 7.00E-04 -0.0612 -149.5927 <0.0001 NY67Aout 117 18.0293 -0.0041 -0.0723 -85.5433 <0.0001 Table C.2. Model Output for Pedal Change Points Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value IN13Ain 1910 16.2573 -0.0047 -0.045 -83.7498 0.00060469 IN13Ain 1910 19.1604 -0.0013 0.0246 -102.4196 0.03682925 IN13Aout 1910 34.43 0.0333 -0.1058 -202.66 <0.0001 IN13Aout 1910 27.3095 0.042 -0.0705 -271.0789 <0.0001 IN13Aout 1910 -0.6262 -0.0614 0.0982 -254.6267 0 IN13Aout 1910 34.6946 0.0341 -0.1178 -180.0157 0 IN13Bin 3862 19.3653 0.0019 0.0607 -133.6037 0 IN13Bin 3862 8.8224 -4.00E-04 0.0227 -302.1735 <0.0001 IN13Bin 3862 12.5853 -0.08 0.1146 -81.0016 <0.0001 IN13Bin 3862 21.6542 0.0081 0.0626 -115.9072 <0.0001 IN1Ain 3977 7.1324 -0.0376 0.0936 -36.267 <0.0001 IN1Ain 3977 46.1968 0.0575 -0.1781 -202.7759 <0.0001 IN1Bout 1196 27.2941 0.0417 -0.1661 -88.1225 <0.0001 (continued on next page)
76 Table C.2. Model Output for Pedal Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value IN3Aout 7106 0.7931 -0.0649 0.8892 -13.5572 <0.0001 IN3Aout 7106 -40.011 -0.1912 0.206 -281.5269 <0.0001 IN3Aout 7106 79.6819 0.1345 -0.1912 -308.8656 <0.0001 IN3Bout 5994 14.7636 0.0137 -0.0633 -106.6624 <0.0001 IN3Bout 5994 8.3226 -0.0381 0.1261 -70.6715 <0.0001 IN3Bout 5994 26.2856 0.0094 -0.0114 -151.2468 <0.0001 IN3Cin 1950 14.7162 0.0178 -0.0445 -166.0595 <0.0001 IN3Cin 1950 537.62 1.2923 -1.3111 -404.0769 <0.0001 IN3Cin 1950 37.7549 0.0363 -0.069 -296.7558 <0.0001 IN44Ain 2703 12.9683 -0.0645 0.1067 -181.1062 <0.0001 IN44Ain 2703 60.5642 0.076 -0.1224 -257.0432 <0.0001 IN44Ain 2703 30.6345 -0.011 -0.1332 -68.529 <0.0001 IN44Cout 2181 24.0248 -0.02 0.0434 -275.9222 0.0003697 IN44Cout 2181 23.8753 -0.0018 0.6534 -18.0016 <0.0001 IN44Cout 2181 130.6829 0.297 -0.342 -349.2169 <0.0001 IN44Cout 2181 14.2234 -0.0412 0.052 -179.9629 <0.0001 IN44Dout 1527 53.4996 0.0721 -0.1598 -219.2371 <0.0001 IN44Dout 1527 111.2334 0.2086 -0.3412 -259.2163 <0.0001 IN44Dout 1527 49.3589 0.0343 -0.2503 -140.8022 <0.0001 IN44Fout 1490 20.8767 -0.0398 0.0754 -160.7445 <0.0001 IN44Fout 1490 49.8587 0.0753 -0.1029 -265.3079 <0.0001 IN44Fout 1490 21.5665 -0.003 -0.0454 -131.8775 <0.0001 IN44Fout 1490 19.5188 -0.0216 0.027 -131.8601 <0.0001 IN44Gin 5142 35.376 0.0223 -0.0882 -222.0049 <0.0001 IN44Gin 5142 29.7204 -0.0039 -0.0401 -182.4526 0.0021038 IN44Gin 5142 12.9394 -0.0506 0.0368 -179.0259 0.00012747 IN44Iout 2428 -125.095 -0.3834 0.4156 -377.9875 <0.0001 IN44Iout 2428 25.0592 0.0199 0.3407 -22.5356 <0.0001 IN44Iout 2428 35.9075 0.0676 -0.0925 -177.8053 <0.0001 IN44Iout 2428 32.3482 0.0341 -0.0324 -185.3678 <0.0001 IN44Jout 1971 -4.1763 -0.1128 0.243 -183.2947 <0.0001 IN44Jout 1971 32.0948 -0.0097 -0.0553 -172.3349 <0.0001 IN44Jout 1971 41.634 0.0231 -0.0729 -254.8227 <0.0001 IN44Kout 2051 24.3978 -0.0155 0.0431 -224.8909 <0.0001 IN44Kout 2051 52.5632 0.0889 -0.0859 -303.1924 <0.0001 IN44Kout 2051 43.4282 0.0958 -0.0759 -175.2404 <0.0001 IN44Kout 2051 30.4323 0.0186 -0.0532 -132.7226 <0.0001 IN7Aout 1994 11.1807 0.0132 -0.0729 -95.7053 <0.0001 IN7Aout 1994 2.5765 -0.0628 0.0815 -180.6707 <0.0001 (continued on next page)
77 Table C.2. Model Output for Pedal Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value NC16Ain 1551 23.5 0 0.1159 -69.2133 <0.0001 NC16Ain 1551 43.5073 0.2449 -0.215 -75.4886 <0.0001 NC16Cout 2053 -309.0423 -0.7841 0.8808 -391.1233 <0.0001 NC16Cout 2053 11.7584 -0.013 0.1921 -48.3185 <0.0001 NC16Din 2117 11.1766 -0.0273 0.0447 -409.3794 <0.0001 NC16Din 2117 30.0628 0.0095 -0.2398 -71.3046 <0.0001 NC3Ain 1129 -32.209 -0.1805 0.3179 -232.3429 <0.0001 NC3Ain 1129 11.9322 0.0188 -0.1412 -61.2861 <0.0001 NC3Ain 1129 21.9174 0.0251 -0.0964 -163.3337 <0.0001 NC3Ain 1129 15.4312 0.0128 -0.3152 -35.7398 0.02054192 NC3Ain 1129 -32.6403 -0.1551 0.1419 -290.0104 <0.0001 NC3Ain 1129 14.0962 -0.009 -0.1668 -67.2934 0.00199844 NC3Aout 1129 20.0111 0.0065 0.1578 -109.63 <0.0001 NC3Aout 1129 1.4423 -0.0315 0.1909 -120.2512 <0.0001 NC3Aout 1129 8.4504 -0.0085 0.3792 -56.5933 <0.0001 NC3Aout 1129 29.9055 0.0432 -0.1855 -133.5346 <0.0001 NC3Aout 1129 -30.7789 -0.1224 0.1505 -321.0941 <0.0001 NC3Aout 1129 9.7035 -0.0142 0.3241 -52.322 <0.0001 NC7Ain 1994 26.0824 0.0146 -0.0962 -86.5459 <0.0001 NC7Ain 1994 21.2397 -0.0057 -0.0085 -141.8584 0.07829868 NC7Cin 723 15.9173 -0.0737 0.1867 -32.0757 0.00014077 NC7Cin 723 30.6289 0.0455 -0.1286 -126.5949 <0.0001 NC7Eout 2153 56.6284 0.0976 -0.1007 -332.1445 0.00036162 NC7Eout 2153 19.5064 -0.0098 0.139 -25.5921 0.00927958 NC7Fin 963 35.9203 0.0469 -0.107 -169.5773 <0.0001 NC7Fin 963 24.3556 0.0149 -0.0988 -80.2646 <0.0001 NY18Ain 1718 61.9878 0.1793 -0.2703 -143.3261 <0.0001 NY18Ain 1718 20.862 -0.0043 0.0266 -292.4055 <0.0001 NY18Cin 2892 37.0391 0.068 -0.0924 -205.5335 <0.0001 NY18Cin 2892 -48.2932 -0.1681 0.1868 -366.4744 <0.0001 NY18Cin 2892 41.4428 0.0857 -0.0857 -51.8138 <0.0001 NY18Cin 2892 70.4704 0.183 -0.1682 -291.5517 <0.0001 NY18Cin 2892 28.5348 0.0368 -0.0562 -313.1313 <0.0001 NY18Cin 2892 77.3089 0.1682 -0.2293 -295.2785 <0.0001 NY18Cin 2892 32.7137 0.0489 -0.0536 -225.2202 <0.0001 NY18Cin 2892 -1.4477 -0.0479 0.1792 -160.5595 <0.0001 NY23Ain 6291 46.0066 0.0698 -0.2437 -136.4026 <0.0001 NY23Ain 6291 18.4296 0.0373 -0.1169 -154.7899 <0.0001 NY23Aout 6291 9.9476 -0.0427 0.0876 -102.9699 <0.0001 (continued on next page)
78 Table C.2. Model Output for Pedal Change Points (continued) Curve_ID Radius beta0 beta1 beta2 ChangePoint p-value NY23Aout 6291 209.9175 0.4586 -0.4587 -382.2663 0.00455376 NY52Aout 1876 33.6434 0.0844 -0.1067 -39.7973 <0.0001 NY52Aout 1876 84.922 0.0013 -0.0695 -419.8028 <0.0001 NY52Cin 1523 14.2028 -0.0189 0.0776 -200.6215 <0.0001 NY52Cin 1523 67.2325 0.0671 -0.3284 -134.6353 <0.0001 NY52Cout 1523 -71.4701 -0.4301 0.3824 -220.8667 <0.0001 NY52Din 1378 3.1357 -0.0456 0.0462 -179.0635 <0.0001 NY52Dout 1378 50.6786 0.0738 -0.2036 -141.275 0 NY60Ain 1218 48.8336 0.1109 -0.1335 -321.1955 <0.0001 NY60Ain 1218 50.5367 0.1285 -0.1252 -322.8089 0.00316051 NY62Aout 1926 -164.294 -0.5037 0.5336 -387.2163 <0.0001 NY62Aout 1926 18.7174 0.0293 -0.0174 -265.1532 <0.0001 NY63Aout 1357 25.2929 0.026 -0.0513 -243.7218 <0.0001 NY63Aout 1357 15.7151 -0.0024 -0.1413 -59.2882 <0.0001 NY63Aout 1357 28.1578 -0.0243 0.0742 -168.3938 <0.0001 NY63Aout 1357 23.302 -0.0072 -0.0204 -126.3282 <0.0001 NY63Aout 1357 36.184 -0.0019 -0.1122 -53.1712 <0.0001 NY63Aout 1357 21.2713 -0.0068 0.0085 -229.9787 <0.0001 NY65Ain 828 3.3514 -0.0574 0.0572 -278.706 0.18727446 NY65Ain 828 12.8499 -0.0545 0.126 -132.9546 <0.0001 NY65Aout 828 21.7495 -0.0405 0.0651 -206.7026 <0.0001 NY65Aout 828 7.5755 -0.0712 0.0867 -338.4887 <0.0001 NY65Aout 828 24.3846 0.01 -0.1103 -38.2489 <0.0001 NY65Bin 1175 30.1519 -0.0261 0.1202 -57.7677 <0.0001 NY65Bin 1175 38.1532 0.0123 -0.0749 -130.9903 0.00084228 NY65Bin 1175 58.6243 0.1086 -0.1448 -261.9502 <0.0001 NY65Bout 1175 111.8793 0.1479 -0.166 -488.9854 <0.0001 NY65Bout 1175 33.5212 0.0024 -0.3515 -38.8942 0 NY67Aout 117 15.3462 -0.001 0.0593 -118.9137 <0.0001 NY67Aout 117 16.5768 0.0039 0.0211 -159.264 <0.0001 NY67Aout 117 15.5465 -4.00E-04 0.0396 -112.6097 <0.0001 NY67Aout 117 17.3289 0.0086 0.0204 -161.63 <0.0001 NY67Aout 117 20.3922 0 -0.0013 -123.4492 <0.0001 NY67Aout 117 19.0213 -0.0156 1.2858 -30.8386 <0.0001 NY67Aout 117 15.3691 -8.00E-04 0.0839 -87.959 <0.0001
