Manual regresi Pohon
99
no RM Y Ytopi y-ytopi 1 3.561 27.5 -2.46019 29.96019 1 2 3.863 23.1 0.32123 22.77877 1 3 4.138 13.8 2.85398 10.94602 1 4 4.138 11.9 2.85398 9.04602 1 5 4.368 8.8 4.97228 3.82772 1 6 4.519 7 6.36299 0.63701 1 7 4.628 17.9 7.36688 10.53312 1 8 4.652 10.5 7.58792 2.91208 1 9 4.88 10.2 9.6878 0.5122 1 10 4.906 13.8 9.92726 3.87274 1 11 4.963 21.9 10.45223 11.44777 1 12 4.97 50 10.5167 39.4833 1 13 5 7.4 10.793 -3.393 2 14 5.036 9.7 11.12456 -1.42456 2 15 5.093 8.1 11.64953 -3.54953 2 16 5.155 16.3 12.22055 4.07945 1 17 5.277 7.2 13.34417 -6.14417 2 18 5.304 10.4 13.59284 -3.19284 2 19 5.304 12 13.59284 -1.59284 2 20 5.344 20 13.96124 6.03876 1 21 5.349 8.3 14.00729 -5.70729 2 22 5.362 20.8 14.12702 6.67298 1 23 5.39 11.5 14.3849 -2.8849 2 24 5.39 19.7 14.3849 5.3151 1 25 5.399 14.4 14.46779 -0.06779 2 26 5.404 19.3 14.51384 4.78616 1 27 5.412 23.7 14.58752 9.11248 1 28 5.414 7 14.60594 -7.60594 2 29 5.427 13.8 14.72567 -0.92567 2 30 5.453 5 14.96513 -9.96513 2 31 5.454 15.2 14.97434 0.22566 1 32 5.456 20.2 14.99276 5.20724 1 33 5.52 12.3 15.5822 -3.2822 2 34 5.531 8.5 15.68351 -7.18351 2 35 5.536 11.3 15.72956 -4.42956 2 36 5.56 22.8 15.9506 6.8494 1 37 5.565 11.7 15.99665 -4.29665 2 38 5.569 17.5 16.03349 1.46651 1 39 5.57 13.6 16.0427 -2.4427 2 40 5.572 23.1 16.06112 7.03888 1 41 5.593 17.6 16.25453 1.34547 1 42 5.594 17.4 16.26374 1.13626 1 43 5.599 13.9 16.30979 -2.40979 2 44 5.602 19.4 16.33742 3.06258 1
Transcript of Manual regresi Pohon
no RM Y Ytopi y-ytopi1 3.561 27.5 -2.46019 29.96019 12 3.863 23.1 0.32123 22.77877 13 4.138 13.8 2.85398 10.94602 14 4.138 11.9 2.85398 9.04602 15 4.368 8.8 4.97228 3.82772 16 4.519 7 6.36299 0.63701 17 4.628 17.9 7.36688 10.53312 18 4.652 10.5 7.58792 2.91208 19 4.88 10.2 9.6878 0.5122 1
10 4.906 13.8 9.92726 3.87274 111 4.963 21.9 10.45223 11.44777 112 4.97 50 10.5167 39.4833 113 5 7.4 10.793 -3.393 214 5.036 9.7 11.12456 -1.42456 215 5.093 8.1 11.64953 -3.54953 216 5.155 16.3 12.22055 4.07945 117 5.277 7.2 13.34417 -6.14417 218 5.304 10.4 13.59284 -3.19284 219 5.304 12 13.59284 -1.59284 220 5.344 20 13.96124 6.03876 121 5.349 8.3 14.00729 -5.70729 222 5.362 20.8 14.12702 6.67298 123 5.39 11.5 14.3849 -2.8849 224 5.39 19.7 14.3849 5.3151 125 5.399 14.4 14.46779 -0.06779 226 5.404 19.3 14.51384 4.78616 127 5.412 23.7 14.58752 9.11248 128 5.414 7 14.60594 -7.60594 229 5.427 13.8 14.72567 -0.92567 230 5.453 5 14.96513 -9.96513 231 5.454 15.2 14.97434 0.22566 132 5.456 20.2 14.99276 5.20724 133 5.52 12.3 15.5822 -3.2822 234 5.531 8.5 15.68351 -7.18351 235 5.536 11.3 15.72956 -4.42956 236 5.56 22.8 15.9506 6.8494 137 5.565 11.7 15.99665 -4.29665 238 5.569 17.5 16.03349 1.46651 139 5.57 13.6 16.0427 -2.4427 240 5.572 23.1 16.06112 7.03888 141 5.593 17.6 16.25453 1.34547 142 5.594 17.4 16.26374 1.13626 143 5.599 13.9 16.30979 -2.40979 244 5.602 19.4 16.33742 3.06258 1
45 5.604 26.4 16.35584 10.04416 146 5.605 18.5 16.36505 2.13495 147 5.608 27.9 16.39268 11.50732 148 5.617 17.2 16.47557 0.72443 149 5.627 12.8 16.56767 -3.76767 250 5.631 16.5 16.60451 -0.10451 251 5.648 20.8 16.76108 4.03892 152 5.663 18.2 16.89923 1.30077 153 5.67 23.1 16.9637 6.1363 154 5.682 19.3 17.07422 2.22578 155 5.683 5 17.08343 -12.0834 256 5.701 13.1 17.24921 -4.14921 257 5.707 21.8 17.30447 4.49553 158 5.713 12.7 17.35973 -4.65973 259 5.713 15.1 17.35973 -2.25973 260 5.713 20.1 17.35973 2.74027 161 5.727 18.2 17.48867 0.71133 162 5.741 18.7 17.61761 1.08239 163 5.747 8.5 17.67287 -9.17287 264 5.757 15 17.76497 -2.76497 265 5.759 19.9 17.78339 2.11661 166 5.762 21.8 17.81102 3.98898 167 5.783 22.5 18.00443 4.49557 168 5.786 20 18.03206 1.96794 169 5.787 19.4 18.04127 1.35873 170 5.79 20.3 18.0689 2.2311 171 5.794 18.3 18.10574 0.19426 172 5.803 16.8 18.18863 -1.38863 273 5.807 22.4 18.22547 4.17453 174 5.813 14.5 18.28073 -3.78073 275 5.813 16.6 18.28073 -1.68073 276 5.818 10.5 18.32678 -7.82678 277 5.834 19.9 18.47414 1.42586 178 5.837 10.2 18.50177 -8.30177 279 5.841 20 18.53861 1.46139 180 5.85 21 18.6215 2.3785 181 5.852 6.3 18.63992 -12.3399 282 5.854 22.7 18.65834 4.04166 183 5.854 10.8 18.65834 -7.85834 284 5.856 21.1 18.67676 2.42324 185 5.859 22.6 18.70439 3.89561 186 5.871 20.6 18.81491 1.78509 187 5.874 20.3 18.84254 1.45746 188 5.875 17.4 18.85175 -1.45175 289 5.875 50 18.85175 31.14825 1
90 5.876 20.9 18.86096 2.03904 191 5.877 23.8 18.87017 4.92983 192 5.878 22 18.87938 3.12062 193 5.88 19.1 18.8978 0.2022 194 5.884 18.6 18.93464 -0.33464 295 5.885 20.9 18.94385 1.95615 196 5.887 12.7 18.96227 -6.26227 297 5.888 18.9 18.97148 -0.07148 298 5.888 23.3 18.97148 4.32852 199 5.889 21.7 18.98069 2.71931 1
100 5.891 22.6 18.99911 3.60089 1101 5.896 8.3 19.04516 -10.7452 2102 5.898 17.2 19.06358 -1.86358 2103 5.905 20.6 19.12805 1.47195 1104 5.92 20.7 19.2662 1.4338 1105 5.924 15.6 19.30304 -3.70304 2106 5.926 19.1 19.32146 -0.22146 2107 5.926 24.5 19.32146 5.17854 1108 5.927 19.6 19.33067 0.26933 1109 5.933 18.9 19.38593 -0.48593 2110 5.935 23.1 19.40435 3.69565 1111 5.935 8.4 19.40435 -11.0044 2112 5.936 20.6 19.41356 1.18644 1113 5.936 13.5 19.41356 -5.91356 2114 5.949 20.4 19.53329 0.86671 1115 5.95 13.2 19.5425 -6.3425 2116 5.951 21.5 19.55171 1.94829 1117 5.952 19 19.56092 -0.56092 2118 5.957 8.8 19.60697 -10.807 2119 5.96 21.7 19.6346 2.0654 1120 5.961 21.7 19.64381 2.05619 1121 5.963 19.7 19.66223 0.03777 1122 5.965 19.6 19.68065 -0.08065 2123 5.966 24.7 19.68986 5.01014 1124 5.966 16 19.68986 -3.68986 2125 5.968 18.7 19.70828 -1.00828 2126 5.976 12.7 19.78196 -7.08196 2127 5.981 24.3 19.82801 4.47199 1128 5.983 13.6 19.84643 -6.24643 2129 5.983 20.1 19.84643 0.25357 1130 5.985 19 19.86485 -0.86485 2131 5.987 5.6 19.88327 -14.2833 2132 5.99 17.5 19.9109 -2.4109 2133 5.998 23.4 19.98458 3.41542 1134 6.003 19.1 20.03063 -0.93063 2
135 6.004 18.9 20.03984 -1.13984 2136 6.006 14.2 20.05826 -5.85826 2137 6.009 18.9 20.08589 -1.18589 2138 6.009 21.7 20.08589 1.61411 1139 6.012 22.9 20.11352 2.78648 1140 6.014 17.5 20.13194 -2.63194 2141 6.015 22.5 20.14115 2.35885 1142 6.019 21.2 20.17799 1.02201 1143 6.02 23.2 20.1872 3.0128 1144 6.027 16.8 20.25167 -3.45167 2145 6.03 16.6 20.2793 -3.6793 2146 6.03 11.9 20.2793 -8.3793 2147 6.047 14.8 20.43587 -5.63587 2148 6.051 23.2 20.47271 2.72729 1149 6.059 20.6 20.54639 0.05361 1150 6.064 24.4 20.59244 3.80756 1151 6.065 22.8 20.60165 2.19835 1152 6.069 21.2 20.63849 0.56151 1153 6.072 14.5 20.66612 -6.16612 2154 6.081 20 20.74901 -0.74901 2155 6.086 24 20.79506 3.20494 1156 6.095 20.1 20.87795 -0.77795 2157 6.096 18.2 20.88716 -2.68716 2158 6.096 13.5 20.88716 -7.38716 2159 6.101 25 20.93321 4.06679 1160 6.103 13.4 20.95163 -7.55163 2161 6.108 24.3 20.99768 3.30232 1162 6.108 21.9 20.99768 0.90232 1163 6.112 22.6 21.03452 1.56548 1164 6.114 19.1 21.05294 -1.95294 2165 6.115 20.5 21.06215 -0.56215 2166 6.12 20.6 21.1082 -0.5082 2167 6.121 22.2 21.11741 1.08259 1168 6.127 23.9 21.17267 2.72733 1169 6.127 22.7 21.17267 1.52733 1170 6.14 20.8 21.2924 -0.4924 2171 6.142 15.2 21.31082 -6.11082 2172 6.144 36.2 21.32924 14.87076 1173 6.145 23.3 21.33845 1.96155 1174 6.152 8.7 21.40292 -12.7029 2175 6.153 29.6 21.41213 8.18787 1176 6.162 24.1 21.49502 2.60498 1177 6.162 13.3 21.49502 -8.19502 2178 6.163 21.4 21.50423 -0.10423 2179 6.164 21.7 21.51344 0.18656 1
180 6.167 22.9 21.54107 1.35893 1181 6.167 19.9 21.54107 -1.64107 2182 6.169 25.3 21.55949 3.74051 1183 6.172 27.1 21.58712 5.51288 1184 6.182 25 21.67922 3.32078 1185 6.185 14.1 21.70685 -7.60685 2186 6.185 14.6 21.70685 -7.10685 2187 6.193 13.8 21.78053 -7.98053 2188 6.193 11 21.78053 -10.7805 2189 6.202 10.9 21.86342 -10.9634 2190 6.208 11.7 21.91868 -10.2187 2191 6.209 23.2 21.92789 1.27211 1192 6.209 21.4 21.92789 -0.52789 2193 6.211 24.7 21.94631 2.75369 1194 6.211 25 21.94631 3.05369 1195 6.212 17.8 21.95552 -4.15552 2196 6.216 50 21.99236 28.00764 1197 6.219 18.4 22.01999 -3.61999 2198 6.223 10.2 22.05683 -11.8568 2199 6.226 20.5 22.08446 -1.58446 2200 6.229 19.6 22.11209 -2.51209 2201 6.229 21.4 22.11209 -0.71209 2202 6.23 20.1 22.1213 -2.0213 2203 6.232 21.2 22.13972 -0.93972 2204 6.24 25.2 22.2134 2.9866 1205 6.242 23 22.23182 0.76818 1206 6.245 23.4 22.25945 1.14055 1207 6.249 20.6 22.29629 -1.69629 2208 6.25 27 22.3055 4.6945 1209 6.251 19.9 22.31471 -2.41471 2210 6.251 12.6 22.31471 -9.71471 2211 6.273 24.1 22.51733 1.58267 1212 6.279 20 22.57259 -2.57259 2213 6.286 21.4 22.63706 -1.23706 2214 6.29 23.5 22.6739 0.8261 1215 6.297 16.1 22.73837 -6.63837 2216 6.301 14.9 22.77521 -7.87521 2217 6.302 24.8 22.78442 2.01558 1218 6.312 21.2 22.87652 -1.67652 2219 6.315 24.6 22.90415 1.69585 1220 6.315 22.3 22.90415 -0.60415 2221 6.317 19.5 22.92257 -3.42257 2222 6.319 23.8 22.94099 0.85901 1223 6.326 24.4 23.00546 1.39454 1224 6.341 14.9 23.14361 -8.24361 2
225 6.343 7.2 23.16203 -15.962 2226 6.345 22.5 23.18045 -0.68045 2227 6.348 14.5 23.20808 -8.70808 2228 6.358 22.2 23.30018 -1.10018 2229 6.373 23 23.43833 -0.43833 2230 6.375 28.1 23.45675 4.64325 1231 6.376 17.7 23.46596 -5.76596 2232 6.377 15 23.47517 -8.47517 2233 6.38 13.1 23.5028 -10.4028 2234 6.38 9.5 23.5028 -14.0028 2235 6.383 24.7 23.53043 1.16957 1236 6.389 23.9 23.58569 0.31431 1237 6.393 23.7 23.62253 0.07747 1238 6.395 21.7 23.64095 -1.94095 2239 6.398 25 23.66858 1.33142 1240 6.402 22.3 23.70542 -1.40542 2241 6.404 12.1 23.72384 -11.6238 2242 6.405 22 23.73305 -1.73305 2243 6.405 12.5 23.73305 -11.2331 2244 6.406 17.1 23.74226 -6.64226 2245 6.411 16.7 23.78831 -7.08831 2246 6.416 23.6 23.83436 -0.23436 2247 6.417 24.2 23.84357 0.35643 1248 6.417 22.6 23.84357 -1.24357 2249 6.417 13 23.84357 -10.8436 2250 6.421 21.6 23.88041 -2.28041 2251 6.425 16.1 23.91725 -7.81725 2252 6.43 28.7 23.9633 4.7367 1253 6.433 24.5 23.99093 0.50907 1254 6.434 7.2 24.00014 -16.8001 2255 6.436 14.3 24.01856 -9.71856 2256 6.437 23.2 24.02777 -0.82777 2257 6.438 24.8 24.03698 0.76302 1258 6.442 22.9 24.07382 -1.17382 2259 6.453 22 24.17513 -2.17513 2260 6.456 22.2 24.20276 -2.00276 2261 6.459 11.8 24.23039 -12.4304 2262 6.461 9.6 24.24881 -14.6488 2263 6.471 13.1 24.34091 -11.2409 2264 6.481 23.7 24.43301 -0.73301 2265 6.482 29.1 24.44222 4.65778 1266 6.484 16.7 24.46064 -7.76064 2267 6.485 15.4 24.46985 -9.06985 2268 6.487 24.4 24.48827 -0.08827 2269 6.49 22.9 24.5159 -1.6159 2
270 6.495 18.4 24.56195 -6.16195 2271 6.495 26.4 24.56195 1.83805 1272 6.51 23.3 24.7001 -1.4001 2273 6.511 25 24.70931 0.29069 1274 6.513 20.2 24.72773 -4.52773 2275 6.516 23.1 24.75536 -1.65536 2276 6.525 14.1 24.83825 -10.7383 2277 6.538 24.4 24.95798 -0.55798 2278 6.54 16.5 24.9764 -8.4764 2279 6.545 10.9 25.02245 -14.1225 2280 6.546 29.4 25.03166 4.36834 1281 6.549 27.1 25.05929 2.04071 1282 6.552 31.5 25.08692 6.41308 1283 6.556 29.8 25.12376 4.67624 1284 6.563 32.5 25.18823 7.31177 1285 6.565 24.8 25.20665 -0.40665 2286 6.575 24 25.29875 -1.29875 2287 6.579 24.1 25.33559 -1.23559 2288 6.59 22 25.4369 -3.4369 2289 6.593 22.4 25.46453 -3.06453 2290 6.595 30.8 25.48295 5.31705 1291 6.604 29.1 25.56584 3.53416 1292 6.606 23.3 25.58426 -2.28426 2293 6.616 28.4 25.67636 2.72364 1294 6.618 30.1 25.69478 4.40522 1295 6.619 23.9 25.70399 -1.80399 2296 6.625 28.4 25.75925 2.64075 1297 6.629 13.4 25.79609 -12.3961 2298 6.63 26.6 25.8053 0.7947 1299 6.63 27.9 25.8053 2.0947 1300 6.631 25.1 25.81451 -0.71451 2301 6.635 22.8 25.85135 -3.05135 2302 6.635 24.5 25.85135 -1.35135 2303 6.642 28.7 25.91582 2.78418 1304 6.649 13.9 25.98029 -12.0803 2305 6.655 15.2 26.03555 -10.8356 2306 6.657 17.2 26.05397 -8.85397 2307 6.674 21 26.21054 -5.21054 2308 6.678 28.6 26.24738 2.35262 1309 6.683 50 26.29343 23.70657 1310 6.696 23.9 26.41316 -2.51316 2311 6.701 16.4 26.45921 -10.0592 2312 6.718 26.2 26.61578 -0.41578 2313 6.726 29 26.68946 2.31054 1314 6.727 28 26.69867 1.30133 1
315 6.727 27.5 26.69867 0.80133 1316 6.728 30.1 26.70788 3.39212 1317 6.728 14.9 26.70788 -11.8079 2318 6.739 30.5 26.80919 3.69081 1319 6.749 13.4 26.90129 -13.5013 2320 6.75 23.7 26.9105 -3.2105 2321 6.758 32.4 26.98418 5.41582 1322 6.762 25 27.02102 -2.02102 2323 6.77 26.6 27.0947 -0.4947 2324 6.781 26.5 27.19601 -0.69601 2325 6.782 32 27.20522 4.79478 1326 6.782 7.5 27.20522 -19.7052 2327 6.794 13.3 27.31574 -14.0157 2328 6.794 22 27.31574 -5.31574 2329 6.8 31.1 27.371 3.729 1330 6.812 35.1 27.48152 7.61848 1331 6.816 31.6 27.51836 4.08164 1332 6.824 8.4 27.59204 -19.192 2333 6.826 33.1 27.61046 5.48954 1334 6.833 14.1 27.67493 -13.5749 2335 6.842 30.1 27.75782 2.34218 1336 6.849 28.2 27.82229 0.37771 1337 6.852 27.5 27.84992 -0.34992 2338 6.854 32 27.86834 4.13166 1339 6.86 29.9 27.9236 1.9764 1340 6.861 28.5 27.93281 0.56719 1341 6.871 24.8 28.02491 -3.22491 2342 6.874 31.2 28.05254 3.14746 1343 6.879 27.5 28.09859 -0.59859 2344 6.897 22 28.26437 -6.26437 2345 6.939 26.6 28.65119 -2.05119 2346 6.951 37 28.76171 8.23829 1347 6.951 26.7 28.76171 -2.06171 2348 6.957 29.6 28.81697 0.78303 1349 6.968 35.4 28.91828 6.48172 1350 6.968 10.4 28.91828 -18.5183 2351 6.975 34.9 28.98275 5.91725 1352 6.976 23.9 28.99196 -5.09196 2353 6.98 37.2 29.0288 8.1712 1354 6.98 29.8 29.0288 0.7712 1355 6.982 33.1 29.04722 4.05278 1356 6.998 33.4 29.19458 4.20542 1357 7.007 23.6 29.27747 -5.67747 2358 7.014 30.7 29.34194 1.35806 1359 7.016 50 29.36036 20.63964 1
360 7.024 34.9 29.43404 5.46596 1361 7.041 29 29.59061 -0.59061 2362 7.061 25 29.77481 -4.77481 2363 7.079 28.7 29.94059 -1.24059 2364 7.088 32.2 30.02348 2.17652 1365 7.104 33 30.17084 2.82916 1366 7.107 30.3 30.19847 0.10153 1367 7.135 32.9 30.45635 2.44365 1368 7.147 36.2 30.56687 5.63313 1369 7.148 37.3 30.57608 6.72392 1370 7.155 37.9 30.64055 7.25945 1371 7.163 31.6 30.71423 0.88577 1372 7.178 36.4 30.85238 5.54762 1373 7.185 34.7 30.91685 3.78315 1374 7.185 34.9 30.91685 3.98315 1375 7.203 33.8 31.08263 2.71737 1376 7.206 36.5 31.11026 5.38974 1377 7.236 36.1 31.38656 4.71344 1378 7.241 32.7 31.43261 1.26739 1379 7.249 35.4 31.50629 3.89371 1380 7.267 33.2 31.67207 1.52793 1381 7.274 34.6 31.73654 2.86346 1382 7.287 33.3 31.85627 1.44373 1383 7.313 15 32.09573 -17.0957 2384 7.327 31 32.22467 -1.22467 2385 7.333 36 32.27993 3.72007 1386 7.358 31.5 32.51018 -1.01018 2387 7.393 17.8 32.83253 -15.0325 2388 7.412 31.7 33.00752 -1.30752 2389 7.416 33.2 33.04436 0.15564 1390 7.42 33.4 33.0812 0.3188 1391 7.454 44 33.39434 10.60566 1392 7.47 43.5 33.5417 9.9583 1393 7.489 50 33.71669 16.28331 1394 7.52 43.1 34.0022 9.0978 1395 7.61 42.3 34.8311 7.4689 1396 7.645 46 35.15345 10.84655 1397 7.686 46.7 35.53106 11.16894 1398 7.691 35.2 35.57711 -0.37711 2399 7.765 39.8 36.25865 3.54135 1400 7.802 50 36.59942 13.40058 1401 7.82 43.8 36.7652 7.0348 1402 7.82 45.4 36.7652 8.6348 1403 7.831 50 36.86651 13.13349 1404 7.853 48.5 37.06913 11.43087 1
405 7.875 50 37.27175 12.72825 1406 7.923 50 37.71383 12.28617 1407 7.929 50 37.76909 12.23091 1408 8.034 50 38.73614 11.26386 1409 8.04 37.6 38.7914 -1.1914 2410 8.069 38.7 39.05849 -0.35849 2411 8.247 48.3 40.69787 7.60213 1412 8.259 42.8 40.80839 1.99161 1413 8.266 44.8 40.87286 3.92714 1414 8.297 50 41.15837 8.84163 1415 8.337 41.7 41.52677 0.17323 1416 8.375 50 41.87675 8.12325 1417 8.398 48.8 42.08858 6.71142 1418 8.704 50 44.90684 5.09316 1419 8.725 50 45.10025 4.89975 1420 8.78 21.9 45.6068 -23.7068 2
Klp 1 Klp 2 Klp 3 Klp 4positif 65 55.5 48 55.5 36 55.5 73negatif 40 49.5 57 49.5 69 49.5 32
105 105 105 105 105
1.6261261.0135146.8513515.5180181.8232321.1363647.6818186.186869
chisquare31.83729
no Crim Y Ytopi y-ytopi1 0.00632 24 25.099156 -1.0991562 0.00906 32.2 25.097923 7.1020773 0.01096 22 25.097068 -3.0970684 0.01301 32.7 25.0961455 7.60385455 0.01311 35.4 25.0961005 10.30389956 0.0136 18.9 25.09588 -6.195887 0.01381 50 25.0957855 24.90421458 0.01432 31.6 25.095556 6.5044449 0.01439 29.1 25.0955245 4.0044755
10 0.01501 50 25.0952455 24.904754511 0.01501 24.5 25.0952455 -0.595245512 0.01538 44 25.095079 18.90492113 0.01709 30.1 25.0943095 5.005690514 0.01778 32.9 25.093999 7.80600115 0.0187 23.1 25.093585 -1.99358516 0.01951 33 25.0932205 7.906779517 0.01965 20.1 25.0931575 -4.993157518 0.02009 50 25.0929595 24.907040519 0.02055 24.7 25.0927525 -0.392752520 0.02177 42.3 25.0922035 17.207796521 0.02187 31.1 25.0921585 6.007841522 0.02498 16.5 25.090759 -8.59075923 0.02543 23.9 25.0905565 -1.190556524 0.02729 34.7 25.0897195 9.610280525 0.02731 21.6 25.0897105 -3.489710526 0.02763 30.8 25.0895665 5.710433527 0.02875 25 25.0890625 -0.089062528 0.02899 26.6 25.0889545 1.511045529 0.02985 28.7 25.0885675 3.611432530 0.03049 31.2 25.0882795 6.111720531 0.03113 17.5 25.0879915 -7.587991532 0.0315 34.9 25.087825 9.81217533 0.03237 33.4 25.0874335 8.312566534 0.03306 20.6 25.087123 -4.48712335 0.03359 34.9 25.0868845 9.813115536 0.03445 24.1 25.0864975 -0.986497537 0.03502 28.5 25.086241 3.41375938 0.0351 48.5 25.086205 23.41379539 0.03537 22 25.0860835 -3.086083540 0.03548 20.9 25.086034 -4.18603441 0.03551 22.9 25.0860205 -2.186020542 0.03578 45.4 25.085899 20.31410143 0.03584 23.5 25.085872 -1.58587244 0.03615 27.9 25.0857325 2.8142675
45 0.03659 24.8 25.0855345 -0.285534546 0.03705 35.4 25.0853275 10.314672547 0.03768 34.6 25.085044 9.51495648 0.03871 23.2 25.0845805 -1.884580549 0.03932 22 25.084306 -3.08430650 0.04011 33.3 25.0839505 8.216049551 0.04113 28 25.0834915 2.916508552 0.04203 22.9 25.0830865 -2.183086553 0.04294 20.6 25.082677 -4.48267754 0.04297 24.8 25.0826635 -0.282663555 0.04301 18.2 25.0826455 -6.882645556 0.04337 20.5 25.0824835 -4.582483557 0.04379 19.4 25.0822945 -5.682294558 0.04417 24.8 25.0821235 -0.282123559 0.04462 23.9 25.081921 -1.18192160 0.04527 20.6 25.0816285 -4.481628561 0.0456 23.3 25.08148 -1.7814862 0.0459 22.3 25.081345 -2.78134563 0.04666 30.3 25.081003 5.21899764 0.04684 22.6 25.080922 -2.48092265 0.04741 11.9 25.0806655 -13.180665566 0.04819 21.9 25.0803145 -3.180314567 0.04932 28.2 25.079806 3.12019468 0.04981 23.4 25.0795855 -1.679585569 0.05059 23.9 25.0792345 -1.179234570 0.05188 22.5 25.078654 -2.57865471 0.05302 28.7 25.078141 3.62185972 0.0536 25 25.07788 -0.0778873 0.05372 27.1 25.077826 2.02217474 0.05425 24.6 25.0775875 -0.477587575 0.05479 28.4 25.0773445 3.322655576 0.05497 19 25.0772635 -6.077263577 0.05515 36.1 25.0771825 11.022817578 0.05561 29 25.0769755 3.923024579 0.05602 50 25.076791 24.92320980 0.05644 32.4 25.076602 7.32339881 0.05646 21.2 25.076593 -3.87659382 0.0566 23.6 25.07653 -1.4765383 0.05735 26.6 25.0761925 1.523807584 0.0578 37.2 25.07599 12.1240185 0.05789 22 25.0759495 -3.075949586 0.06047 29.6 25.0747885 4.525211587 0.06076 23.9 25.074658 -1.17465888 0.06127 33.1 25.0744285 8.025571589 0.06129 46 25.0744195 20.9255805
90 0.06151 18.7 25.0743205 -6.374320591 0.06162 17.2 25.074271 -7.87427192 0.06211 22.9 25.0740505 -2.174050593 0.06263 22.4 25.0738165 -2.673816594 0.06417 18.9 25.0731235 -6.173123595 0.06466 22.5 25.072903 -2.57290396 0.06588 39.8 25.072354 14.72764697 0.06642 29.9 25.072111 4.82788998 0.06664 29.4 25.072012 4.32798899 0.0686 33.2 25.07113 8.12887100 0.06888 36.2 25.071004 11.128996101 0.06905 36.2 25.0709275 11.1290725102 0.06911 30.5 25.0709005 5.4290995103 0.07013 28.7 25.0704415 3.6295585104 0.07022 23.2 25.070401 -1.870401105 0.07151 22.2 25.0698205 -2.8698205106 0.07244 18.6 25.069402 -6.469402107 0.07503 33.4 25.0682365 8.3317635108 0.07875 32 25.0665625 6.9334375109 0.07886 37.3 25.066513 12.233487110 0.07896 24.1 25.066468 -0.966468111 0.0795 24.1 25.066225 -0.966225112 0.07978 29.1 25.066099 4.033901113 0.08014 21 25.065937 -4.065937114 0.08187 43.8 25.0651585 18.7348415115 0.08199 21.7 25.0651045 -3.3651045116 0.08221 29.6 25.0650055 4.5349945117 0.08244 23.7 25.064902 -1.364902118 0.08265 23.9 25.0648075 -1.1648075119 0.08308 26.4 25.064614 1.335386120 0.0837 34.9 25.064335 9.835665121 0.08387 20.3 25.0642585 -4.7642585122 0.08447 22.6 25.0639885 -2.4639885123 0.08664 36.4 25.063012 11.336988124 0.08707 20.8 25.0628185 -4.2628185125 0.08826 24.2 25.062283 -0.862283126 0.08829 22.9 25.0622695 -2.1622695127 0.08873 19.7 25.0620715 -5.3620715128 0.09065 20.7 25.0612075 -4.3612075129 0.09068 37 25.061194 11.938806130 0.09103 37.9 25.0610365 12.8389635131 0.09164 22.8 25.060762 -2.260762132 0.09178 23.6 25.060699 -1.460699133 0.09252 23.3 25.060366 -1.760366134 0.09266 26.4 25.060303 1.339697
135 0.09378 21.7 25.059799 -3.359799136 0.09512 21.4 25.059196 -3.659196137 0.09604 32 25.058782 6.941218138 0.09744 20 25.058152 -5.058152139 0.1 33.1 25.057 8.043140 0.10008 32.5 25.056964 7.443036141 0.10153 20 25.0563115 -5.0563115142 0.1029 22.2 25.055695 -2.855695143 0.10328 19.6 25.055524 -5.455524144 0.10469 33.2 25.0548895 8.1451105145 0.10574 13.6 25.054417 -11.454417146 0.10612 20.1 25.054246 -4.954246147 0.10659 20.6 25.0540345 -4.4540345148 0.10959 22 25.0526845 -3.0526845149 0.11027 22.2 25.0523785 -2.8523785150 0.11069 21.5 25.0521895 -3.5521895151 0.11132 20.1 25.051906 -4.951906152 0.11329 22 25.0510195 -3.0510195153 0.11425 23 25.0505875 -2.0505875154 0.11432 26.5 25.050556 1.449444155 0.1146 24.4 25.05043 -0.65043156 0.11504 21.4 25.050232 -3.650232157 0.11747 18.9 25.0491385 -6.1491385158 0.12083 38.7 25.0476265 13.6523735159 0.12204 28.4 25.047082 3.352918160 0.12269 21.2 25.0467895 -3.8467895161 0.12579 29.8 25.0453945 4.7546055162 0.1265 25 25.045075 -0.045075163 0.12744 26.6 25.044652 1.555348164 0.12757 23.7 25.0445935 -1.3445935165 0.12816 20.9 25.044328 -4.144328166 0.12932 28.6 25.043806 3.556194167 0.13554 17.4 25.041007 -7.641007168 0.13587 24.4 25.0408585 -0.6408585169 0.13642 22.6 25.040611 -2.440611170 0.13914 23.1 25.039387 -1.939387171 0.1403 24.4 25.038865 -0.638865172 0.14052 28.1 25.038766 3.061234173 0.14103 20.3 25.0385365 -4.7385365174 0.1415 25.3 25.038325 0.261675175 0.14455 27.1 25.0369525 2.0630475176 0.14866 27.5 25.035103 2.464897177 0.14932 18.7 25.034806 -6.334806178 0.15086 15.2 25.034113 -9.834113179 0.15445 23.3 25.0324975 -1.7324975
180 0.15876 21.7 25.030558 -3.330558181 0.15936 24.7 25.030288 -0.330288182 0.16211 25.2 25.0290505 0.1709495183 0.16439 24.5 25.0280245 -0.5280245184 0.17004 18.9 25.025482 -6.125482185 0.17142 19.3 25.024861 -5.724861186 0.17171 16 25.0247305 -9.0247305187 0.17331 21.8 25.0240105 -3.2240105188 0.17446 21.7 25.023493 -3.323493189 0.17505 24.7 25.0232275 -0.3232275190 0.17783 17.5 25.0219765 -7.5219765191 0.17899 23.1 25.0214545 -1.9214545192 0.18337 7 25.0194835 -18.0194835193 0.18836 20 25.017238 -5.017238194 0.19073 26.2 25.0161715 1.1838285195 0.19133 18.5 25.0159015 -6.5159015196 0.19539 23.4 25.0140745 -1.6140745197 0.19657 20.5 25.0135435 -4.5135435198 0.19802 25 25.012891 -0.012891199 0.20608 17.6 25.009264 -7.409264200 0.20746 8.1 25.008643 -16.908643201 0.21038 35.1 25.007329 10.092671202 0.21124 16.5 25.006942 -8.506942203 0.21409 24.8 25.0056595 -0.2056595204 0.21719 22.4 25.0042645 -2.6042645205 0.21977 19.4 25.0031035 -5.6031035206 0.22188 35.2 25.002154 10.197846207 0.22438 16.8 25.001029 -8.201029208 0.22489 15 25.0007995 -10.0007995209 0.22927 16.6 24.9988285 -8.3988285210 0.22969 24.4 24.9986395 -0.5986395211 0.23912 21.2 24.994396 -3.794396212 0.25199 22.5 24.9886045 -2.4886045213 0.25387 14.4 24.9877585 -10.5877585214 0.26838 18.3 24.981229 -6.681229215 0.27957 24.5 24.9761935 -0.4761935216 0.28955 23.7 24.9717025 -1.2717025217 0.2896 19.7 24.97168 -5.27168218 0.29819 46.7 24.9678145 21.7321855219 0.29916 21.1 24.967378 -3.867378220 0.31533 44.8 24.9601015 19.8398985221 0.33045 24 24.9532975 -0.9532975222 0.33147 48.3 24.9528385 23.3471615223 0.33983 24.3 24.9490765 -0.6490765224 0.35809 26.7 24.9408595 1.7591405
225 0.36894 42.8 24.935977 17.864023226 0.37578 19.3 24.932899 -5.632899227 0.38214 37.6 24.930037 12.669963228 0.40771 21.7 24.9185305 -3.2185305229 0.41238 31.6 24.916429 6.683571230 0.43571 20 24.9059305 -4.9059305231 0.44178 31.5 24.903199 6.596801232 0.44791 29 24.9004405 4.0995595233 0.46296 31.7 24.893668 6.806332234 0.49298 22.8 24.880159 -2.080159235 0.51183 31.5 24.8716765 6.6283235236 0.52014 48.8 24.867937 23.932063237 0.52058 25.1 24.867739 0.232261238 0.52693 50 24.8648815 25.1351185239 0.53412 43.1 24.861646 18.238354240 0.537 24.3 24.86035 -0.56035241 0.54011 33.8 24.8589505 8.9410495242 0.5405 43.5 24.858775 18.641225243 0.55007 36.5 24.8544685 11.6455315244 0.57529 41.7 24.8431195 16.8568805245 0.57834 50 24.841747 25.158253246 0.61154 50 24.826807 25.173193247 0.6147 30.1 24.825385 5.274615248 0.62356 27.5 24.821398 2.678602249 0.62739 19.9 24.8196745 -4.9196745250 0.62976 20.4 24.818608 -4.418608251 0.63796 18.2 24.814918 -6.614918252 0.65665 30.1 24.8065075 5.2934925253 0.66351 36 24.8034205 11.1965795254 0.67191 16.6 24.7996405 -8.1996405255 0.7258 18.2 24.77539 -6.57539256 0.75026 15.6 24.764383 -9.164383257 0.76162 22.8 24.759271 -1.959271258 0.77299 18.4 24.7541545 -6.3541545259 0.7842 17.5 24.74911 -7.24911260 0.7857 30.7 24.748435 5.951565261 0.80271 20.2 24.7407805 -4.5407805262 0.82526 31 24.730633 6.269367263 0.84054 13.9 24.723757 -10.823757264 0.85204 19.6 24.718582 -5.118582265 0.95577 14.8 24.6719035 -9.8719035266 0.98843 14.5 24.6572065 -10.1572065267 1.00245 21 24.6508975 -3.6508975268 1.05393 23.1 24.6277315 -1.5277315269 1.13081 12.7 24.5931355 -11.8931355
270 1.15172 13.1 24.583726 -11.483726271 1.20742 17.4 24.558661 -7.158661272 1.23247 15.2 24.5473885 -9.3473885273 1.25179 13.6 24.5386945 -10.9386945274 1.27346 27 24.528943 2.471057275 1.35472 14.5 24.492376 -9.992376276 1.38799 13.2 24.4774045 -11.2774045277 1.42502 23.3 24.460741 -1.160741278 1.46336 50 24.443488 25.556512279 1.51902 50 24.418441 25.581559280 1.61282 13.5 24.376231 -10.876231281 1.80028 23.8 24.291874 -0.491874282 1.83377 50 24.2768035 25.7231965283 2.01019 50 24.1974145 25.8025855284 2.24236 22.7 24.092938 -1.392938285 2.3004 23.8 24.06682 -0.26682286 2.3139 19.1 24.060745 -4.960745287 2.37857 20.6 24.0316435 -3.4316435288 2.44953 22.3 23.9997115 -1.6997115289 2.81838 21.8 23.833729 -2.033729290 2.924 25 23.7862 1.2138291 3.1636 19.9 23.67838 -3.77838292 3.47428 21.9 23.538574 -1.638574293 3.56868 23.2 23.496094 -0.296094294 3.67367 21.2 23.4488485 -2.2488485295 3.67822 20.8 23.446801 -2.646801296 3.69311 17.7 23.4401005 -5.7401005297 3.69695 21.9 23.4383725 -1.5383725298 3.77498 19 23.403259 -4.403259299 3.83684 19.9 23.375422 -3.475422300 3.8497 21.7 23.369635 -1.669635301 4.03841 19.6 23.2847155 -3.6847155302 4.22239 16.8 23.2019245 -6.4019245303 4.26131 22.6 23.1844105 -0.5844105304 4.34879 19.9 23.1450445 -3.2450445305 4.42228 19.1 23.111974 -4.011974306 4.54192 25 23.058136 1.941864307 4.55587 27.5 23.0518585 4.4481415308 4.64689 29.8 23.0108995 6.7891005309 4.66883 12.7 23.0010265 -10.3010265310 4.75237 14.1 22.9634335 -8.8634335311 4.81213 16.4 22.9365415 -6.5365415312 4.83567 20.6 22.9259485 -2.3259485313 4.87141 16.7 22.9098655 -6.2098655314 4.89822 50 22.897801 27.102199
315 5.09017 16.1 22.8114235 -6.7114235316 5.20177 22.7 22.7612035 -0.0612035317 5.29305 23.2 22.7201275 0.4798725318 5.44114 15.2 22.653487 -7.453487319 5.58107 14.3 22.5905185 -8.2905185320 5.66637 18.4 22.5521335 -4.1521335321 5.66998 50 22.550509 27.449491322 5.69175 19.1 22.5407125 -3.4407125323 5.70818 23.7 22.533319 1.166681324 5.73116 25 22.522978 2.477022325 5.82115 20.2 22.4824825 -2.2824825326 5.82401 23 22.4811955 0.5188045327 5.87205 12.5 22.4595775 -9.9595775328 6.28807 14.9 22.2723685 -7.3723685329 6.39312 13.3 22.225096 -8.925096330 6.44405 16.1 22.2021775 -6.1021775331 6.53876 50 22.159558 27.840442332 6.65492 19.5 22.107286 -2.607286333 6.71772 13.4 22.079026 -8.679026334 6.80117 20 22.0414735 -2.0414735335 6.96215 15.1 21.9690325 -6.8690325336 7.02259 14.2 21.9418345 -7.7418345337 7.05042 13.4 21.929311 -8.529311338 7.36711 11 21.7868005 -10.7868005339 7.40389 17.2 21.7702495 -4.5702495340 7.52601 13 21.7152955 -8.7152955341 7.67202 8.5 21.649591 -13.149591342 7.75223 14.9 21.6134965 -6.7134965343 7.83932 21.4 21.574306 -0.174306344 7.99248 12.3 21.505384 -9.205384345 8.05579 13.8 21.4768945 -7.6768945346 8.15174 11.5 21.433717 -9.933717347 8.20058 13.5 21.411739 -7.911739348 8.24809 17.8 21.3903595 -3.5903595349 8.26725 50 21.3817375 28.6182625350 8.49213 14.5 21.2805415 -6.7805415351 8.64476 13.8 21.211858 -7.411858352 8.71675 13.1 21.1794625 -8.0794625353 8.79212 11.7 21.145546 -9.445546354 8.98296 17.8 21.059668 -3.259668355 9.18702 11.3 20.967841 -9.667841356 9.2323 50 20.947465 29.052535357 9.32909 14.1 20.9039095 -6.8039095358 9.33889 9.5 20.8994995 -11.3994995359 9.39063 12.8 20.8762165 -8.0762165
360 9.51363 14.9 20.8208665 -5.9208665361 9.59571 12.1 20.7839305 -8.6839305362 9.72418 17.1 20.726119 -3.626119363 9.82349 13.3 20.6814295 -7.3814295364 9.91655 6.3 20.6395525 -14.3395525365 9.92485 12.6 20.6358175 -8.0358175366 9.96654 15.4 20.617057 -5.217057367 10.0623 14.1 20.573965 -6.473965368 10.233 14.6 20.49715 -5.89715369 10.6718 11.8 20.29969 -8.49969370 10.8342 7.5 20.22661 -12.72661371 11.0874 16.7 20.11267 -3.41267372 11.1081 13.8 20.103355 -6.303355373 11.1604 13.4 20.07982 -6.67982374 11.5779 9.7 19.891945 -10.191945375 11.8123 8.4 19.786465 -11.386465376 11.9511 27.9 19.724005 8.175995377 12.0482 20.8 19.68031 1.11969378 12.2472 10.2 19.59076 -9.39076379 12.8023 10.8 19.340965 -8.540965380 13.0751 20.1 19.218205 0.881795381 13.3598 12.7 19.09009 -6.39009382 13.5222 23.1 19.01701 4.08299383 13.6781 8.4 18.946855 -10.546855384 13.9134 11.7 18.84097 -7.14097385 14.0507 17.2 18.779185 -1.579185386 14.2362 7.2 18.69571 -11.49571387 14.3337 10.2 18.651835 -8.451835388 14.3337 21.4 18.651835 2.748165389 14.4208 9.6 18.61264 -9.01264390 14.4383 27.5 18.604765 8.895235391 15.0234 12 18.34147 -6.34147392 15.1772 8.7 18.27226 -9.57226393 15.288 13.9 18.2224 -4.3224394 15.5757 19.1 18.092935 1.007065395 15.8603 8.3 17.964865 -9.664865396 15.8744 10.9 17.95852 -7.05852397 16.8118 7.2 17.53669 -10.33669398 17.8667 10.2 17.061985 -6.861985399 18.0846 7.2 16.96393 -9.76393400 18.4982 13.8 16.77781 -2.97781401 18.811 17.9 16.63705 1.26295402 19.6091 15 16.277905 -1.277905403 20.0849 8.8 16.063795 -7.263795404 20.7162 11.9 15.77971 -3.87971
405 22.0511 10.5 15.179005 -4.679005406 22.5971 7.4 14.933305 -7.533305407 23.6482 13.1 14.46031 -1.36031408 24.3938 10.5 14.12479 -3.62479409 24.8017 8.3 13.941235 -5.641235410 25.0461 5.6 13.831255 -8.231255411 25.9406 10.4 13.42873 -3.02873412 28.6558 16.3 12.20689 4.09311413 37.6619 10.9 8.154145 2.745855414 38.3518 5 7.84369 -2.84369415 41.5292 8.5 6.41386 2.08614416 45.7461 7 4.516255 2.483745417 51.1358 15 2.09089 12.90911418 67.9208 5 -5.46236 10.46236419 73.5341 8.8 -7.988345 16.788345420 88.9762 10.4 -14.93729 25.33729
total klp 1 klp 255.5 222 positif 52 35.75 3049.5 198 negatif 53 69.25 75
420 105 105
7.3863636360.9248251750.0437062943.8618881123.8131768950.4774368230.0225631771.99368231
chisquare18.52364242
21211211112111212121122121211121121211222121
211221122222222222122212221212121111221121211
222222111111112221112212121221122122222112221
221211222122222222212221121212212222212111222
221222222222221222222122221222222222221212121
121212111211111211111111222112222221212222222
222212221122112222221222222222222222111222221
221222121121222212222222222222222212222221222
222222222222222211221212222212122212222221222
2222222112111111
klp 3 klp 4 total35.75 37 35.75 24 35.75 14369.25 68 69.25 81 69.25 277
105 105 420
No Nox Y Ytopi Y-Ytopi1 0.385 20.1 29.329065 -9.229065 22 0.389 22 29.175341 -7.175341 23 0.392 21.9 29.060048 -7.160048 24 0.392 20.9 29.060048 -8.160048 25 0.394 44 28.983186 15.016814 16 0.398 23.5 28.829462 -5.329462 27 0.398 19.4 28.829462 -9.429462 28 0.4 32.2 28.7526 3.4474 19 0.4 22.5 28.7526 -6.2526 2
10 0.4 29 28.7526 0.2474 111 0.4 24.8 28.7526 -3.9526 212 0.401 31.1 28.714169 2.385831 113 0.401 29.1 28.714169 0.385831 114 0.401 50 28.714169 21.285831 115 0.403 35.4 28.637307 6.762693 116 0.403 34.9 28.637307 6.262693 117 0.403 32.9 28.637307 4.262693 118 0.404 33.3 28.598876 4.701124 119 0.404 30.3 28.598876 1.701124 120 0.404 34.6 28.598876 6.001124 121 0.405 23.2 28.560445 -5.360445 222 0.405 22.3 28.560445 -6.260445 223 0.405 24.8 28.560445 -3.760445 224 0.409 22 28.406721 -6.406721 225 0.409 17.4 28.406721 -11.006721 226 0.409 20.9 28.406721 -7.506721 227 0.41 18.9 28.36829 -9.46829 228 0.41 24.7 28.36829 -3.66829 229 0.41 30.1 28.36829 1.73171 130 0.411 31.6 28.329859 3.270141 131 0.411 28.5 28.329859 0.170141 132 0.411 37.3 28.329859 8.970141 133 0.411 27.9 28.329859 -0.429859 234 0.411 24.1 28.329859 -4.229859 235 0.411 18.6 28.329859 -9.729859 236 0.413 24.2 28.252997 -4.052997 237 0.413 21.7 28.252997 -6.552997 238 0.413 22.8 28.252997 -5.452997 239 0.413 23.4 28.252997 -4.852997 240 0.413 18.2 28.252997 -10.052997 241 0.413 20.6 28.252997 -7.652997 242 0.415 24.1 28.176135 -4.076135 243 0.415 42.3 28.176135 14.123865 144 0.4161 33 28.1338609 4.8661391 1
45 0.4161 48.5 28.1338609 20.3661391 146 0.4161 50 28.1338609 21.8661391 147 0.422 50 27.907118 22.092882 148 0.426 28 27.753394 0.246606 149 0.426 23.9 27.753394 -3.853394 250 0.426 24.8 27.753394 -2.953394 251 0.426 22.9 27.753394 -4.853394 252 0.428 30.8 27.676532 3.123468 153 0.428 34.9 27.676532 7.223468 154 0.428 23.7 27.676532 -3.976532 255 0.428 23.3 27.676532 -4.376532 256 0.428 22 27.676532 -5.676532 257 0.428 20.1 27.676532 -7.576532 258 0.428 22.2 27.676532 -5.476532 259 0.428 23.7 27.676532 -3.976532 260 0.429 23.1 27.638101 -4.538101 261 0.429 26.6 27.638101 -1.038101 262 0.429 22.9 27.638101 -4.738101 263 0.431 17.6 27.561239 -9.961239 264 0.431 18.5 27.561239 -9.061239 265 0.431 24.3 27.561239 -3.261239 266 0.431 20.5 27.561239 -7.061239 267 0.431 24.5 27.561239 -3.061239 268 0.431 26.2 27.561239 -1.361239 269 0.431 24.4 27.561239 -3.161239 270 0.431 24.8 27.561239 -2.761239 271 0.431 29.6 27.561239 2.038761 172 0.431 42.8 27.561239 15.238761 173 0.433 22 27.484377 -5.484377 274 0.433 26.4 27.484377 -1.084377 275 0.433 33.1 27.484377 5.615623 176 0.435 24.5 27.407515 -2.907515 277 0.437 24.1 27.330653 -3.230653 278 0.437 21.4 27.330653 -5.930653 279 0.437 20 27.330653 -7.330653 280 0.437 20.8 27.330653 -6.530653 281 0.437 21.2 27.330653 -6.130653 282 0.437 20.3 27.330653 -7.030653 283 0.437 32 27.330653 4.669347 184 0.437 29.8 27.330653 2.469347 185 0.437 34.9 27.330653 7.569347 186 0.437 37 27.330653 9.669347 187 0.437 30.5 27.330653 3.169347 188 0.437 36.4 27.330653 9.069347 189 0.437 23.9 27.330653 -3.430653 2
90 0.437 21.7 27.330653 -5.630653 291 0.437 28.6 27.330653 1.269347 192 0.437 27.1 27.330653 -0.230653 293 0.437 20.3 27.330653 -7.030653 294 0.439 19.7 27.253791 -7.553791 295 0.439 20.5 27.253791 -6.753791 296 0.439 25 27.253791 -2.253791 297 0.439 23.4 27.253791 -3.853791 298 0.442 32.7 27.138498 5.561502 199 0.442 17.5 27.138498 -9.638498 2
100 0.442 17.2 27.138498 -9.938498 2101 0.4429 35.1 27.1039101 7.9960899 1102 0.4429 45.4 27.1039101 18.2960899 1103 0.4429 35.4 27.1039101 8.2960899 1104 0.4429 46 27.1039101 18.8960899 1105 0.445 28.4 27.023205 1.376795 1106 0.445 21.4 27.023205 -5.623205 2107 0.445 38.7 27.023205 11.676795 1108 0.445 43.8 27.023205 16.776795 1109 0.445 33.2 27.023205 6.176795 1110 0.447 32.4 26.946343 5.453657 1111 0.447 32 26.946343 5.053657 1112 0.447 33.2 26.946343 6.253657 1113 0.447 33.1 26.946343 6.153657 1114 0.447 29.1 26.946343 2.153657 1115 0.448 26.6 26.907912 -0.307912 2116 0.448 25.3 26.907912 -1.607912 2117 0.448 24.7 26.907912 -2.207912 2118 0.448 21.2 26.907912 -5.707912 2119 0.448 19.3 26.907912 -7.607912 2120 0.448 20 26.907912 -6.907912 2121 0.448 16.6 26.907912 -10.307912 2122 0.448 14.4 26.907912 -12.507912 2123 0.448 19.4 26.907912 -7.507912 2124 0.449 23.9 26.869481 -2.969481 2125 0.449 26.6 26.869481 -0.269481 2126 0.449 22.5 26.869481 -4.369481 2127 0.449 22.2 26.869481 -4.669481 2128 0.453 23.3 26.715757 -3.415757 2129 0.453 19.6 26.715757 -7.115757 2130 0.453 18.7 26.715757 -8.015757 2131 0.453 16 26.715757 -10.715757 2132 0.453 22.2 26.715757 -4.515757 2133 0.453 25 26.715757 -1.715757 2134 0.458 33.4 26.523602 6.876398 1
135 0.458 36.2 26.523602 9.676398 1136 0.458 28.7 26.523602 2.176398 1137 0.464 22.9 26.293016 -3.393016 2138 0.464 25 26.293016 -1.293016 2139 0.464 20.6 26.293016 -5.693016 2140 0.464 20.7 26.293016 -5.593016 2141 0.464 21.1 26.293016 -5.193016 2142 0.464 25.2 26.293016 -1.093016 2143 0.464 24.4 26.293016 -1.893016 2144 0.464 35.2 26.293016 8.906984 1145 0.469 21.6 26.100861 -4.500861 2146 0.469 34.7 26.100861 8.599139 1147 0.472 36.1 25.985568 10.114432 1148 0.472 28.4 25.985568 2.414432 1149 0.472 33.4 25.985568 7.414432 1150 0.472 28.2 25.985568 2.214432 1151 0.484 23.9 25.524396 -1.624396 2152 0.484 31.2 25.524396 5.675604 1153 0.488 37.2 25.370672 11.829328 1154 0.488 39.8 25.370672 14.429328 1155 0.488 36.2 25.370672 10.829328 1156 0.488 37.9 25.370672 12.529328 1157 0.488 32.5 25.370672 7.129328 1158 0.488 26.4 25.370672 1.029328 1159 0.488 29.6 25.370672 4.229328 1160 0.488 50 25.370672 24.629328 1161 0.489 23.6 25.332241 -1.732241 2162 0.489 28.7 25.332241 3.367759 1163 0.489 22.6 25.332241 -2.732241 2164 0.489 22 25.332241 -3.332241 2165 0.489 22.6 25.332241 -2.732241 2166 0.489 24.4 25.332241 -0.932241 2167 0.489 22.5 25.332241 -2.832241 2168 0.489 24.4 25.332241 -0.932241 2169 0.489 20 25.332241 -5.332241 2170 0.489 21.7 25.332241 -3.632241 2171 0.489 19.3 25.332241 -6.032241 2172 0.489 22.4 25.332241 -2.932241 2173 0.489 28.1 25.332241 2.767759 1174 0.489 23.7 25.332241 -1.632241 2175 0.489 25 25.332241 -0.332241 2176 0.499 18.9 24.947931 -6.047931 2177 0.499 20 24.947931 -4.947931 2178 0.499 21 24.947931 -3.947931 2179 0.499 24.7 24.947931 -0.247931 2
180 0.504 44.8 24.755776 20.044224 1181 0.504 50 24.755776 25.244224 1182 0.504 37.6 24.755776 12.844224 1183 0.504 31.6 24.755776 6.844224 1184 0.504 46.7 24.755776 21.944224 1185 0.504 31.5 24.755776 6.744224 1186 0.504 24.3 24.755776 -0.455776 2187 0.504 31.7 24.755776 6.944224 1188 0.507 26.7 24.640483 2.059517 1189 0.507 21.7 24.640483 -2.940483 2190 0.507 27.5 24.640483 2.859517 1191 0.507 30.1 24.640483 5.459517 1192 0.507 41.7 24.640483 17.059517 1193 0.507 48.3 24.640483 23.659517 1194 0.507 29 24.640483 4.359517 1195 0.507 24 24.640483 -0.640483 2196 0.507 25.1 24.640483 0.459517 1197 0.507 31.5 24.640483 6.859517 1198 0.51 23.1 24.52519 -1.42519 2199 0.51 23.6 24.52519 -0.92519 2200 0.51 22.6 24.52519 -1.92519 2201 0.51 29.4 24.52519 4.87481 1202 0.51 23.2 24.52519 -1.32519 2203 0.51 24.6 24.52519 0.07481 1204 0.51 29.9 24.52519 5.37481 1205 0.515 20.6 24.333035 -3.733035 2206 0.515 19 24.333035 -5.333035 2207 0.515 18.7 24.333035 -5.633035 2208 0.518 16.5 24.217742 -7.717742 2209 0.52 27.5 24.14088 3.35912 1210 0.52 26.5 24.14088 2.35912 1211 0.524 22.9 23.987156 -1.087156 2212 0.524 27.1 23.987156 3.112844 1213 0.524 16.5 23.987156 -7.487156 2214 0.524 18.9 23.987156 -5.087156 2215 0.524 15 23.987156 -8.987156 2216 0.524 18.9 23.987156 -5.087156 2217 0.524 21.7 23.987156 -2.287156 2218 0.532 19.6 23.679708 -4.079708 2219 0.532 23 23.679708 -0.679708 2220 0.532 23.7 23.679708 0.020292 1221 0.532 25 23.679708 1.320292 1222 0.532 21.8 23.679708 -1.879708 2223 0.538 24 23.449122 0.550878 1224 0.538 20.4 23.449122 -3.049122 2
225 0.538 18.2 23.449122 -5.249122 2226 0.538 19.9 23.449122 -3.549122 2227 0.538 23.1 23.449122 -0.349122 2228 0.538 17.5 23.449122 -5.949122 2229 0.538 20.2 23.449122 -3.249122 2230 0.538 18.2 23.449122 -5.249122 2231 0.538 13.6 23.449122 -9.849122 2232 0.538 19.6 23.449122 -3.849122 2233 0.538 15.2 23.449122 -8.249122 2234 0.538 14.5 23.449122 -8.949122 2235 0.538 15.6 23.449122 -7.849122 2236 0.538 13.9 23.449122 -9.549122 2237 0.538 16.6 23.449122 -6.849122 2238 0.538 14.8 23.449122 -8.649122 2239 0.538 18.4 23.449122 -5.049122 2240 0.538 21 23.449122 -2.449122 2241 0.538 12.7 23.449122 -10.749122 2242 0.538 14.5 23.449122 -8.949122 2243 0.538 13.2 23.449122 -10.249122 2244 0.538 13.1 23.449122 -10.349122 2245 0.538 13.5 23.449122 -9.949122 2246 0.544 22.8 23.218536 -0.418536 2247 0.55 23.3 22.98795 0.31205 1248 0.55 28.7 22.98795 5.71205 1249 0.55 21.5 22.98795 -1.48795 2250 0.55 23 22.98795 0.01205 1251 0.573 22.4 22.104037 0.295963 1252 0.573 20.6 22.104037 -1.504037 2253 0.573 23.9 22.104037 1.795963 1254 0.573 22 22.104037 -0.104037 2255 0.573 11.9 22.104037 -10.204037 2256 0.575 50 22.027175 27.972825 1257 0.575 43.5 22.027175 21.472825 1258 0.58 19.1 21.83502 -2.73502 2259 0.58 20.1 21.83502 -1.73502 2260 0.58 19.9 21.83502 -1.93502 2261 0.58 23.2 21.83502 1.36498 1262 0.583 20.6 21.719727 -1.119727 2263 0.583 21.2 21.719727 -0.519727 2264 0.583 19.1 21.719727 -2.619727 2265 0.583 20.6 21.719727 -1.119727 2266 0.584 11.7 21.681296 -9.981296 2267 0.584 10.2 21.681296 -11.481296 2268 0.584 14.5 21.681296 -7.181296 2269 0.584 14.1 21.681296 -7.581296 2
270 0.584 16.1 21.681296 -5.581296 2271 0.584 19.1 21.681296 -2.581296 2272 0.584 13.8 21.681296 -7.881296 2273 0.584 13.3 21.681296 -8.381296 2274 0.585 21.8 21.642865 0.157135 1275 0.585 24.5 21.642865 2.857135 1276 0.585 23.1 21.642865 1.457135 1277 0.585 19.7 21.642865 -1.942865 2278 0.585 18.3 21.642865 -3.342865 2279 0.585 21.2 21.642865 -0.442865 2280 0.585 17.5 21.642865 -4.142865 2281 0.585 16.8 21.642865 -4.842865 2282 0.597 17.2 21.181693 -3.981693 2283 0.597 27.5 21.181693 6.318307 1284 0.597 15 21.181693 -6.181693 2285 0.597 17.2 21.181693 -3.981693 2286 0.597 17.9 21.181693 -3.281693 2287 0.597 16.3 21.181693 -4.881693 2288 0.605 27 20.874245 6.125755 1289 0.605 50 20.874245 29.125755 1290 0.605 50 20.874245 29.125755 1291 0.605 50 20.874245 29.125755 1292 0.605 22.7 20.874245 1.825755 1293 0.605 25 20.874245 4.125755 1294 0.605 50 20.874245 29.125755 1295 0.605 23.8 20.874245 2.925755 1296 0.605 23.8 20.874245 2.925755 1297 0.605 22.3 20.874245 1.425755 1298 0.605 17.4 20.874245 -3.474245 2299 0.605 19.1 20.874245 -1.774245 2300 0.609 15.2 20.720521 -5.520521 2301 0.609 7 20.720521 -13.720521 2302 0.609 8.1 20.720521 -12.620521 2303 0.609 13.6 20.720521 -7.120521 2304 0.609 20.1 20.720521 -0.620521 2305 0.614 20.8 20.528366 0.271634 1306 0.614 13.4 20.528366 -7.128366 2307 0.614 29.8 20.528366 9.271634 1308 0.614 16.7 20.528366 -3.828366 2309 0.614 12 20.528366 -8.528366 2310 0.614 14.6 20.528366 -5.928366 2311 0.614 21.4 20.528366 0.871634 1312 0.631 23.1 19.875039 3.224961 1313 0.631 50 19.875039 30.124961 1314 0.631 50 19.875039 30.124961 1
315 0.631 50 19.875039 30.124961 1316 0.631 50 19.875039 30.124961 1317 0.647 50 19.260143 30.739857 1318 0.647 36 19.260143 16.739857 1319 0.647 30.1 19.260143 10.839857 1320 0.647 33.8 19.260143 14.539857 1321 0.647 43.1 19.260143 23.839857 1322 0.647 48.8 19.260143 29.539857 1323 0.647 31 19.260143 11.739857 1324 0.647 36.5 19.260143 17.239857 1325 0.647 22.8 19.260143 3.539857 1326 0.647 30.7 19.260143 11.439857 1327 0.655 21.4 18.952695 2.447305 1328 0.655 19.9 18.952695 0.947305 1329 0.655 19 18.952695 0.047305 1330 0.659 11.9 18.798971 -6.898971 2331 0.659 27.9 18.798971 9.101029 1332 0.668 50 18.453092 31.546908 1333 0.668 13.8 18.453092 -4.653092 2334 0.668 13.8 18.453092 -4.653092 2335 0.671 15 18.337799 -3.337799 2336 0.671 13.9 18.337799 -4.437799 2337 0.671 13.3 18.337799 -5.037799 2338 0.671 13.1 18.337799 -5.237799 2339 0.671 10.2 18.337799 -8.137799 2340 0.671 10.4 18.337799 -7.937799 2341 0.671 10.9 18.337799 -7.437799 2342 0.679 7.2 18.030351 -10.830351 2343 0.679 7.5 18.030351 -10.530351 2344 0.679 10.4 18.030351 -7.630351 2345 0.679 8.8 18.030351 -9.230351 2346 0.679 8.3 18.030351 -9.730351 2347 0.679 10.9 18.030351 -7.130351 2348 0.679 11 18.030351 -7.030351 2349 0.679 9.5 18.030351 -8.530351 2350 0.693 13.8 17.492317 -3.692317 2351 0.693 12.7 17.492317 -4.792317 2352 0.693 13.1 17.492317 -4.392317 2353 0.693 12.5 17.492317 -4.992317 2354 0.693 8.5 17.492317 -8.992317 2355 0.693 5 17.492317 -12.492317 2356 0.693 6.3 17.492317 -11.192317 2357 0.693 5.6 17.492317 -11.892317 2358 0.693 7.2 17.492317 -10.292317 2359 0.693 12.1 17.492317 -5.392317 2
360 0.693 8.3 17.492317 -9.192317 2361 0.693 8.5 17.492317 -8.992317 2362 0.693 5 17.492317 -12.492317 2363 0.693 7 17.492317 -10.492317 2364 0.7 11.3 17.2233 -5.9233 2365 0.7 12.3 17.2233 -4.9233 2366 0.7 8.8 17.2233 -8.4233 2367 0.7 7.2 17.2233 -10.0233 2368 0.7 10.5 17.2233 -6.7233 2369 0.7 7.4 17.2233 -9.8233 2370 0.7 10.2 17.2233 -7.0233 2371 0.7 11.5 17.2233 -5.7233 2372 0.7 15.1 17.2233 -2.1233 2373 0.7 23.2 17.2233 5.9767 1374 0.7 9.7 17.2233 -7.5233 2375 0.713 14.3 16.723697 -2.423697 2376 0.713 11.7 16.723697 -5.023697 2377 0.713 14.1 16.723697 -2.623697 2378 0.713 13 16.723697 -3.723697 2379 0.713 13.4 16.723697 -3.323697 2380 0.713 15.2 16.723697 -1.523697 2381 0.713 16.1 16.723697 -0.623697 2382 0.713 17.8 16.723697 1.076303 1383 0.713 14.9 16.723697 -1.823697 2384 0.713 14.1 16.723697 -2.623697 2385 0.713 12.7 16.723697 -4.023697 2386 0.713 13.5 16.723697 -3.223697 2387 0.713 14.9 16.723697 -1.823697 2388 0.713 20 16.723697 3.276303 1389 0.713 16.4 16.723697 -0.323697 2390 0.713 17.7 16.723697 0.976303 1391 0.713 19.5 16.723697 2.776303 1392 0.713 20.2 16.723697 3.476303 1393 0.718 21.9 16.531542 5.368458 1394 0.718 27.5 16.531542 10.968458 1395 0.718 21.9 16.531542 5.368458 1396 0.718 8.4 16.531542 -8.131542 2397 0.718 16.7 16.531542 0.168458 1398 0.718 14.2 16.531542 -2.331542 2399 0.74 13.4 15.68606 -2.28606 2400 0.74 9.6 15.68606 -6.08606 2401 0.74 8.7 15.68606 -6.98606 2402 0.74 8.4 15.68606 -7.28606 2403 0.74 12.8 15.68606 -2.88606 2404 0.74 10.5 15.68606 -5.18606 2
405 0.74 17.1 15.68606 1.41394 1406 0.74 18.4 15.68606 2.71394 1407 0.74 15.4 15.68606 -0.28606 2408 0.74 10.8 15.68606 -4.88606 2409 0.74 11.8 15.68606 -3.88606 2410 0.74 14.9 15.68606 -0.78606 2411 0.74 12.6 15.68606 -3.08606 2412 0.77 17.8 14.53313 3.26687 1413 0.77 21.7 14.53313 7.16687 1414 0.77 22.7 14.53313 8.16687 1415 0.77 22.6 14.53313 8.06687 1416 0.77 25 14.53313 10.46687 1417 0.77 19.9 14.53313 5.36687 1418 0.77 20.8 14.53313 6.26687 1419 0.77 16.8 14.53313 2.26687 1420 0.871 23.3 10.651599 12.648401 1
klp 1 klp 2 klp 3positif 40 39.5 48 39.5 33 39.5negatif 65 65.5 57 65.5 72 65.5
105 105 105
0.00632911391.82911392411.06962025320.15822784810.00381679391.10305343510.64503816790.0954198473
chisquare4.9106193835
klp 4 total37 39.5 15868 65.5 262
105 420
chas y ytopi y-ytopi1 0 24 22.654 1.346 12 0 21.6 22.654 -1.054 23 0 34.7 22.654 12.046 1 positif4 0 33.4 22.654 10.746 1 negatif5 0 36.2 22.654 13.546 16 0 28.7 22.654 6.046 17 0 22.9 22.654 0.246 18 0 27.1 22.654 4.446 19 0 16.5 22.654 -6.154 2
10 0 18.9 22.654 -3.754 211 0 15 22.654 -7.654 212 0 18.9 22.654 -3.754 2 chi-square13 0 21.7 22.654 -0.954 214 0 20.4 22.654 -2.254 215 0 18.2 22.654 -4.454 216 0 19.9 22.654 -2.754 217 0 23.1 22.654 0.446 118 0 17.5 22.654 -5.154 219 0 20.2 22.654 -2.454 220 0 18.2 22.654 -4.454 221 0 13.6 22.654 -9.054 222 0 19.6 22.654 -3.054 223 0 15.2 22.654 -7.454 224 0 14.5 22.654 -8.154 225 0 15.6 22.654 -7.054 226 0 13.9 22.654 -8.754 227 0 16.6 22.654 -6.054 228 0 14.8 22.654 -7.854 229 0 18.4 22.654 -4.254 230 0 21 22.654 -1.654 231 0 12.7 22.654 -9.954 232 0 14.5 22.654 -8.154 233 0 13.2 22.654 -9.454 234 0 13.1 22.654 -9.554 235 0 13.5 22.654 -9.154 236 0 18.9 22.654 -3.754 237 0 20 22.654 -2.654 238 0 21 22.654 -1.654 239 0 24.7 22.654 2.046 140 0 30.8 22.654 8.146 141 0 34.9 22.654 12.246 142 0 26.6 22.654 3.946 143 0 25.3 22.654 2.646 144 0 24.7 22.654 2.046 1
45 0 21.2 22.654 -1.454 246 0 19.3 22.654 -3.354 247 0 20 22.654 -2.654 248 0 16.6 22.654 -6.054 249 0 14.4 22.654 -8.254 250 0 19.4 22.654 -3.254 251 0 19.7 22.654 -2.954 252 0 20.5 22.654 -2.154 253 0 25 22.654 2.346 154 0 23.4 22.654 0.746 155 0 18.9 22.654 -3.754 256 0 35.4 22.654 12.746 157 0 24.7 22.654 2.046 158 0 31.6 22.654 8.946 159 0 23.3 22.654 0.646 160 0 19.6 22.654 -3.054 261 0 18.7 22.654 -3.954 262 0 16 22.654 -6.654 263 0 22.2 22.654 -0.454 264 0 25 22.654 2.346 165 0 33 22.654 10.346 166 0 23.5 22.654 0.846 167 0 19.4 22.654 -3.254 268 0 22 22.654 -0.654 269 0 17.4 22.654 -5.254 270 0 20.9 22.654 -1.754 271 0 24.2 22.654 1.546 172 0 21.7 22.654 -0.954 273 0 22.8 22.654 0.146 174 0 23.4 22.654 0.746 175 0 24.1 22.654 1.446 176 0 21.4 22.654 -1.254 277 0 20 22.654 -2.654 278 0 20.8 22.654 -1.854 279 0 21.2 22.654 -1.454 280 0 20.3 22.654 -2.354 281 0 28 22.654 5.346 182 0 23.9 22.654 1.246 183 0 24.8 22.654 2.146 184 0 22.9 22.654 0.246 185 0 23.9 22.654 1.246 186 0 26.6 22.654 3.946 187 0 22.5 22.654 -0.154 288 0 22.2 22.654 -0.454 289 0 23.6 22.654 0.946 1
90 0 28.7 22.654 6.046 191 0 22.6 22.654 -0.054 292 0 22 22.654 -0.654 293 0 22.9 22.654 0.246 194 0 25 22.654 2.346 195 0 20.6 22.654 -2.054 296 0 28.4 22.654 5.746 197 0 21.4 22.654 -1.254 298 0 38.7 22.654 16.046 199 0 43.8 22.654 21.146 1
100 0 33.2 22.654 10.546 1101 0 27.5 22.654 4.846 1102 0 26.5 22.654 3.846 1103 0 23.3 22.654 0.646 1105 0 50 22.654 27.346 1108 0 22.7 22.654 0.046 1109 0 25 22.654 2.346 1110 0 50 22.654 27.346 2111 0 23.8 22.654 1.146 2112 0 23.8 22.654 1.146 2113 0 22.3 22.654 -0.354 1114 0 17.4 22.654 -5.254 1115 0 19.1 22.654 -3.554 2116 0 23.1 22.654 0.446 1117 0 23.6 22.654 0.946 1118 0 22.6 22.654 -0.054 1119 0 29.4 22.654 6.746 1120 0 23.2 22.654 0.546 1121 0 24.6 22.654 1.946 1122 0 29.9 22.654 7.246 1123 0 37.2 22.654 14.546 1124 0 39.8 22.654 17.146 1125 0 36.2 22.654 13.546 1126 0 37.9 22.654 15.246 1127 0 32.5 22.654 9.846 1128 0 26.4 22.654 3.746 1129 0 29.6 22.654 6.946 1130 0 50 22.654 27.346 1131 0 32 22.654 9.346 1132 0 29.8 22.654 7.146 1133 0 34.9 22.654 12.246 1134 0 37 22.654 14.346 1135 0 30.5 22.654 7.846 1136 0 36.4 22.654 13.746 1137 0 31.1 22.654 8.446 1
138 0 29.1 22.654 6.446 1139 0 50 22.654 27.346 1140 0 33.3 22.654 10.646 1141 0 30.3 22.654 7.646 1142 0 34.6 22.654 11.946 1143 0 34.9 22.654 12.246 1144 0 32.9 22.654 10.246 1145 0 24.1 22.654 1.446 1146 0 42.3 22.654 19.646 2147 0 48.5 22.654 25.846 1148 0 50 22.654 27.346 2149 0 22.6 22.654 -0.054 1150 0 24.4 22.654 1.746 1151 0 22.5 22.654 -0.154 1157 0 28.1 22.654 5.446 1158 0 23.7 22.654 1.046 1159 0 25 22.654 2.346 1161 0 28.7 22.654 6.046 1167 0 30.1 22.654 7.446 1168 0 44.8 22.654 22.146 2169 0 50 22.654 27.346 2170 0 37.6 22.654 14.946 2171 0 31.6 22.654 8.946 1172 0 46.7 22.654 24.046 2173 0 31.5 22.654 8.846 2174 0 24.3 22.654 1.646 1175 0 31.7 22.654 9.046 2176 0 41.7 22.654 19.046 1177 0 48.3 22.654 25.646 1179 0 24 22.654 1.346 1181 0 31.5 22.654 8.846 1182 0 23.7 22.654 1.046 2183 0 23.3 22.654 0.646 2184 0 22 22.654 -0.654 1185 0 20.1 22.654 -2.554 1186 0 22.2 22.654 -0.454 1187 0 23.7 22.654 1.046 1188 0 17.6 22.654 -5.054 1189 0 18.5 22.654 -4.154 1190 0 24.3 22.654 1.646 1191 0 20.5 22.654 -2.154 1192 0 24.5 22.654 1.846 1193 0 26.2 22.654 3.546 1194 0 24.4 22.654 1.746 1195 0 24.8 22.654 2.146 1
196 0 29.6 22.654 6.946 1197 0 42.8 22.654 20.146 2198 0 21.9 22.654 -0.754 1199 0 20.9 22.654 -1.754 1200 0 44 22.654 21.346 1201 0 50 22.654 27.346 1202 0 36 22.654 13.346 1203 0 30.1 22.654 7.446 1204 0 33.8 22.654 11.146 1205 0 43.1 22.654 20.446 1206 0 48.8 22.654 26.146 2207 0 31 22.654 8.346 2208 0 36.5 22.654 13.846 1209 0 22.8 22.654 0.146 2210 0 30.7 22.654 8.046 1211 0 50 22.654 27.346 1212 0 43.5 22.654 20.846 1214 0 21.1 22.654 -1.554 1215 0 25.2 22.654 2.546 2216 0 24.4 22.654 1.746 1219 0 32 22.654 9.346 2222 0 29.1 22.654 6.446 2223 0 35.1 22.654 12.446 1224 0 45.4 22.654 22.746 1225 0 35.4 22.654 12.746 1228 0 32.2 22.654 9.546 1229 0 22 22.654 -0.654 1230 0 20.1 22.654 -2.554 2231 0 23.2 22.654 0.546 2232 0 22.3 22.654 -0.354 2233 0 24.8 22.654 2.146 1234 0 28.5 22.654 5.846 2235 0 37.3 22.654 14.646 1236 0 27.9 22.654 5.246 1237 0 23.9 22.654 1.246 2238 0 21.7 22.654 -0.954 2239 0 28.6 22.654 5.946 1240 0 27.1 22.654 4.446 1241 0 20.3 22.654 -2.354 1242 0 22.5 22.654 -0.154 1243 0 29 22.654 6.346 1244 0 24.8 22.654 2.146 2245 0 22 22.654 -0.654 1246 0 26.4 22.654 3.746 2247 0 33.1 22.654 10.446 2
248 0 36.1 22.654 13.446 2249 0 28.4 22.654 5.746 1250 0 33.4 22.654 10.746 2251 0 28.2 22.654 5.546 2252 0 22.8 22.654 0.146 1253 0 20.6 22.654 -2.054 2254 0 19 22.654 -3.654 1255 0 18.7 22.654 -3.954 1256 0 32.7 22.654 10.046 1257 0 16.5 22.654 -6.154 2258 0 23.9 22.654 1.246 2259 0 31.2 22.654 8.546 2260 0 17.5 22.654 -5.154 2261 0 17.2 22.654 -5.454 2262 0 23.1 22.654 0.446 2263 0 24.5 22.654 1.846 2264 0 26.6 22.654 3.946 2265 0 22.9 22.654 0.246 2266 0 24.1 22.654 1.446 2267 0 18.6 22.654 -4.054 2268 0 30.1 22.654 7.446 2269 0 18.2 22.654 -4.454 2270 0 20.6 22.654 -2.054 2274 0 22.6 22.654 -0.054 2275 0 25 22.654 2.346 1276 0 19.9 22.654 -2.754 2277 0 20.8 22.654 -1.854 2280 0 27.5 22.654 4.846 2281 0 21.9 22.654 -0.754 2282 0 23.1 22.654 0.446 2283 0 50 22.654 27.346 2286 0 50 22.654 27.346 2288 0 13.8 22.654 -8.854 2289 0 13.8 22.654 -8.854 2290 0 15 22.654 -7.654 2291 0 13.9 22.654 -8.754 1292 0 13.3 22.654 -9.354 2293 0 13.1 22.654 -9.554 1294 0 10.2 22.654 -12.454 2295 0 10.4 22.654 -12.254 2296 0 10.9 22.654 -11.754 2297 0 11.3 22.654 -11.354 2298 0 12.3 22.654 -10.354 2299 0 8.8 22.654 -13.854 2300 0 7.2 22.654 -15.454 2
301 0 10.5 22.654 -12.154 2302 0 7.4 22.654 -15.254 2303 0 10.2 22.654 -12.454 2304 0 11.5 22.654 -11.154 2305 0 15.1 22.654 -7.554 2306 0 23.2 22.654 0.546 2307 0 9.7 22.654 -12.954 2308 0 13.8 22.654 -8.854 2309 0 12.7 22.654 -9.954 2310 0 13.1 22.654 -9.554 2311 0 12.5 22.654 -10.154 2312 0 8.5 22.654 -14.154 2313 0 5 22.654 -17.654 2314 0 6.3 22.654 -16.354 2315 0 5.6 22.654 -17.054 2316 0 7.2 22.654 -15.454 2317 0 12.1 22.654 -10.554 2318 0 8.3 22.654 -14.354 2319 0 8.5 22.654 -14.154 2320 0 5 22.654 -17.654 2321 0 11.9 22.654 -10.754 2322 0 27.9 22.654 5.246 2323 0 17.2 22.654 -5.454 2324 0 27.5 22.654 4.846 2325 0 15 22.654 -7.654 2326 0 17.2 22.654 -5.454 2327 0 17.9 22.654 -4.754 2328 0 16.3 22.654 -6.354 2329 0 7 22.654 -15.654 2330 0 7.2 22.654 -15.454 2331 0 7.5 22.654 -15.154 2332 0 10.4 22.654 -12.254 2333 0 8.8 22.654 -13.854 2334 0 8.4 22.654 -14.254 2335 0 16.7 22.654 -5.954 2336 0 14.2 22.654 -8.454 2337 0 20.8 22.654 -1.854 2338 0 13.4 22.654 -9.254 2339 0 11.7 22.654 -10.954 2340 0 8.3 22.654 -14.354 2341 0 10.2 22.654 -12.454 2342 0 10.9 22.654 -11.754 2343 0 11 22.654 -11.654 2344 0 9.5 22.654 -13.154 2345 0 14.5 22.654 -8.154 2
346 0 14.1 22.654 -8.554 2347 0 16.1 22.654 -6.554 2348 0 14.3 22.654 -8.354 2349 0 11.7 22.654 -10.954 2350 0 13.4 22.654 -9.254 2351 0 9.6 22.654 -13.054 2352 0 8.7 22.654 -13.954 2353 0 8.4 22.654 -14.254 2354 0 12.8 22.654 -9.854 2355 0 10.5 22.654 -12.154 2356 0 17.1 22.654 -5.554 1357 0 18.4 22.654 -4.254 1358 0 15.4 22.654 -7.254 2359 0 10.8 22.654 -11.854 2360 0 11.8 22.654 -10.854 2361 0 14.9 22.654 -7.754 2362 0 12.6 22.654 -10.054 2363 0 14.1 22.654 -8.554 2364 0 13 22.654 -9.654 1365 0 13.4 22.654 -9.254 1366 0 15.2 22.654 -7.454 1367 0 16.1 22.654 -6.554 2368 0 17.8 22.654 -4.854 2369 0 14.9 22.654 -7.754 2370 0 14.1 22.654 -8.554 2371 0 12.7 22.654 -9.954 2372 0 13.5 22.654 -9.154 2373 0 14.9 22.654 -7.754 2374 0 20 22.654 -2.654 2375 0 16.4 22.654 -6.254 2376 0 17.7 22.654 -4.954 2377 0 19.5 22.654 -3.154 2378 0 20.2 22.654 -2.454 1379 0 21.4 22.654 -1.254 1380 0 19.9 22.654 -2.754 2381 0 19 22.654 -3.654 2382 0 19.1 22.654 -3.554 2383 0 19.1 22.654 -3.554 2384 0 20.1 22.654 -2.554 2385 0 19.9 22.654 -2.754 2386 0 19.6 22.654 -3.054 2387 0 23.2 22.654 0.546 1388 0 29.8 22.654 7.146 2389 0 13.8 22.654 -8.854 2390 0 13.3 22.654 -9.354 2
391 0 16.7 22.654 -5.954 1392 0 12 22.654 -10.654 1393 0 14.6 22.654 -8.054 2394 0 21.4 22.654 -1.254 2395 0 23 22.654 0.346 2396 0 23.7 22.654 1.046 2397 0 25 22.654 2.346 2398 0 21.8 22.654 -0.854 2399 0 20.6 22.654 -2.054 2400 0 21.2 22.654 -1.454 2401 0 19.1 22.654 -3.554 2402 0 20.6 22.654 -2.054 2403 0 15.2 22.654 -7.454 2404 0 7 22.654 -15.654 2405 0 8.1 22.654 -14.554 2406 0 13.6 22.654 -9.054 2407 0 20.1 22.654 -2.554 1408 0 21.8 22.654 -0.854 1409 0 24.5 22.654 1.846 1410 0 23.1 22.654 0.446 1411 0 19.7 22.654 -2.954 1412 0 18.3 22.654 -4.354 1413 0 21.2 22.654 -1.454 2414 0 17.5 22.654 -5.154 2415 0 16.8 22.654 -5.854 2416 0 22.4 22.654 -0.254 2417 0 20.6 22.654 -2.054 2418 0 23.9 22.654 1.246 1419 0 22 22.654 -0.654 1420 0 11.9 22.654 -10.754 1104 1 27 30.132 -3.132 1106 1 50 30.132 19.868 1107 1 50 30.132 19.868 1152 1 24.4 30.132 -5.732 1153 1 20 30.132 -10.132 1154 1 21.7 30.132 -8.432 1155 1 19.3 30.132 -10.832 1156 1 22.4 30.132 -7.732 1160 1 23.3 30.132 -6.832 1162 1 21.5 30.132 -8.632 1163 1 23 30.132 -7.132 1164 1 26.7 30.132 -3.432 1165 1 21.7 30.132 -8.432 1166 1 27.5 30.132 -2.632 1178 1 29 30.132 -1.132 1
180 1 25.1 30.132 -5.032 1213 1 20.7 30.132 -9.432 1217 1 35.2 30.132 5.068 1218 1 32.4 30.132 2.268 2220 1 33.2 30.132 3.068 1221 1 33.1 30.132 2.968 1226 1 46 30.132 15.868 1227 1 50 30.132 19.868 1271 1 17.8 30.132 -12.332 2272 1 21.7 30.132 -8.432 2273 1 22.7 30.132 -7.432 2278 1 16.8 30.132 -13.332 2279 1 21.9 30.132 -8.232 2284 1 50 30.132 19.868 2285 1 50 30.132 19.868 2287 1 50 30.132 19.868 2
0 1162 170.419 22 13.58095 184227 218.581 9 17.41905 236389 389 31 31 420
0.4159185.2191010.3242754.06913
10.02842
No. Crim RM Q1 Q2 Q3 Q41 0.00632 3.561 2 2 2 22 0.00906 3.863 1 1 2 23 0.01096 4.138 2 2 2 24 0.01301 4.138 1 1 2 25 0.01311 4.368 1 1 2 26 0.0136 4.519 2 2 2 27 0.01381 4.628 1 1 2 28 0.01432 4.652 1 1 1 19 0.01439 4.88 1 1 2 2
10 0.01501 4.906 1 1 1 111 0.01501 4.963 2 2 2 212 0.01538 4.97 1 1 1 113 0.01709 5 1 1 2 214 0.01778 5.036 1 1 1 115 0.0187 5.093 2 2 1 116 0.01951 5.155 1 1 2 217 0.01965 5.277 2 2 1 118 0.02009 5.304 1 1 2 219 0.02055 5.304 2 2 1 120 0.02177 5.344 1 1 2 221 0.02187 5.349 1 1 1 122 0.02498 5.362 2 2 1 123 0.02543 5.39 2 2 1 124 0.02729 5.39 1 1 2 225 0.02731 5.399 2 2 1 126 0.02763 5.404 1 1 1 127 0.02875 5.412 2 2 1 128 0.02899 5.414 1 1 1 129 0.02985 5.427 1 1 1 130 0.03049 5.453 1 1 2 231 0.03113 5.454 2 2 1 132 0.0315 5.456 1 1 1 133 0.03237 5.52 1 1 1 134 0.03306 5.531 2 2 1 135 0.03359 5.536 1 1 1 136 0.03445 5.56 2 2 1 137 0.03502 5.565 1 1 1 138 0.0351 5.569 1 1 1 139 0.03537 5.57 2 2 2 240 0.03548 5.572 2 2 2 241 0.03551 5.593 2 2 2 242 0.03578 5.594 1 1 1 143 0.03584 5.599 2 2 1 144 0.03615 5.602 1 1 2 2
45 0.03659 5.604 2 2 2 246 0.03705 5.605 1 1 2 247 0.03768 5.608 1 1 2 248 0.03871 5.617 2 2 2 249 0.03932 5.627 2 2 2 250 0.04011 5.631 1 1 1 151 0.04113 5.648 1 1 2 252 0.04203 5.663 2 2 1 153 0.04294 5.67 2 2 2 254 0.04297 5.682 2 2 2 255 0.04301 5.683 2 2 2 256 0.04337 5.701 2 2 2 257 0.04379 5.707 2 2 2 258 0.04417 5.713 2 2 2 259 0.04462 5.713 2 2 2 260 0.04527 5.713 2 2 2 261 0.0456 5.727 2 2 2 262 0.0459 5.741 2 2 2 263 0.04666 5.747 1 1 2 264 0.04684 5.757 2 2 1 165 0.04741 5.759 2 2 2 266 0.04819 5.762 2 2 2 267 0.04932 5.783 1 1 2 268 0.04981 5.786 2 2 1 169 0.05059 5.787 2 2 1 170 0.05188 5.79 2 2 2 271 0.05302 5.794 1 1 2 272 0.0536 5.803 2 2 1 173 0.05372 5.807 1 1 1 174 0.05425 5.813 2 2 2 275 0.05479 5.813 1 1 2 276 0.05497 5.818 2 2 2 277 0.05515 5.834 1 1 2 278 0.05561 5.837 1 1 2 279 0.05602 5.841 1 1 2 280 0.05644 5.85 1 1 1 181 0.05646 5.852 2 2 2 282 0.0566 5.854 2 2 2 283 0.05735 5.854 1 1 2 284 0.0578 5.856 1 1 2 285 0.05789 5.859 2 2 2 286 0.06047 5.871 1 1 2 287 0.06076 5.874 2 2 2 288 0.06127 5.875 1 1 2 289 0.06129 5.875 1 1 2 2
90 0.06151 5.876 2 2 2 291 0.06162 5.877 2 2 2 292 0.06211 5.878 2 2 2 293 0.06263 5.88 2 2 2 294 0.06417 5.884 2 2 2 295 0.06466 5.885 2 2 2 296 0.06588 5.887 1 1 1 197 0.06642 5.888 1 1 1 198 0.06664 5.888 1 1 1 199 0.0686 5.889 1 1 2 2
100 0.06888 5.891 1 1 2 2101 0.06905 5.896 1 1 2 2102 0.06911 5.898 1 1 2 2103 0.07013 5.905 1 1 2 2104 0.07022 5.92 2 2 1 1105 0.07151 5.924 2 2 2 2106 0.07244 5.926 2 2 2 2107 0.07503 5.926 1 1 1 1108 0.07875 5.927 1 1 2 2109 0.07886 5.933 1 1 2 2110 0.07896 5.935 2 2 2 2111 0.0795 5.935 2 2 1 1112 0.07978 5.936 1 1 2 2113 0.08014 5.936 2 2 1 1114 0.08187 5.949 1 1 1 1115 0.08199 5.95 2 2 2 2116 0.08221 5.951 1 1 1 1117 0.08244 5.952 2 2 2 2118 0.08265 5.957 2 2 2 2119 0.08308 5.96 1 1 2 2120 0.0837 5.961 1 1 2 2121 0.08387 5.963 2 2 1 1122 0.08447 5.965 2 2 2 2123 0.08664 5.966 1 1 2 2124 0.08707 5.966 2 2 2 2125 0.08826 5.968 2 2 2 2126 0.08829 5.976 2 2 2 2127 0.08873 5.981 2 2 2 2128 0.09065 5.983 2 2 2 2129 0.09068 5.983 1 1 2 2130 0.09103 5.985 1 1 2 2131 0.09164 5.987 2 2 2 2132 0.09178 5.99 2 2 2 2133 0.09252 5.998 2 2 2 2134 0.09266 6.003 1 1 2 2
135 0.09378 6.004 2 2 2 2136 0.09512 6.006 2 2 2 2137 0.09604 6.009 1 1 2 2138 0.09744 6.009 2 2 2 2139 0.1 6.012 1 1 1 1140 0.10008 6.014 1 1 2 2141 0.10153 6.015 2 2 2 2142 0.1029 6.019 2 2 2 2143 0.10328 6.02 2 2 2 2144 0.10469 6.027 1 1 2 2145 0.10574 6.03 2 2 2 2146 0.10612 6.03 2 2 1 1147 0.10659 6.047 2 2 2 2148 0.10959 6.051 2 2 2 2149 0.11027 6.059 2 2 2 2150 0.11069 6.064 2 2 2 2151 0.11132 6.065 2 2 2 2152 0.11329 6.069 2 2 2 2153 0.11425 6.072 2 2 2 2154 0.11432 6.081 1 1 2 2155 0.1146 6.086 2 2 2 2156 0.11504 6.095 2 2 2 2157 0.11747 6.096 2 2 2 2158 0.12083 6.096 1 1 2 2159 0.12204 6.101 1 1 2 2160 0.12269 6.103 2 2 2 2161 0.12579 6.108 1 1 2 2162 0.1265 6.108 2 2 2 2163 0.12744 6.112 1 1 2 2164 0.12757 6.114 2 2 2 2165 0.12816 6.115 2 2 2 2166 0.12932 6.12 1 1 1 1167 0.13554 6.121 2 2 1 1168 0.13587 6.127 2 2 2 2169 0.13642 6.127 2 2 2 2170 0.13914 6.14 2 2 1 1171 0.1403 6.142 2 2 2 2172 0.14052 6.144 1 1 1 1173 0.14103 6.145 2 2 2 2174 0.1415 6.152 1 1 2 2175 0.14455 6.153 1 1 2 2176 0.14866 6.162 1 1 2 2177 0.14932 6.162 2 2 2 2178 0.15086 6.163 2 2 1 1179 0.15445 6.164 2 2 2 2
180 0.15876 6.167 2 2 1 1181 0.15936 6.167 2 2 2 2182 0.16211 6.169 1 1 2 2183 0.16439 6.172 2 2 2 2184 0.17004 6.182 2 2 1 1185 0.17142 6.185 2 2 2 2186 0.17171 6.185 2 2 2 2187 0.17331 6.193 2 2 2 2188 0.17446 6.193 2 2 2 2189 0.17505 6.202 2 2 2 2190 0.17783 6.208 2 2 2 2191 0.17899 6.209 2 2 1 1192 0.18337 6.209 2 2 2 2193 0.18836 6.211 2 2 2 2194 0.19073 6.211 1 1 2 2195 0.19133 6.212 2 2 2 2196 0.19539 6.216 2 2 2 2197 0.19657 6.219 2 2 2 2198 0.19802 6.223 2 2 2 2199 0.20608 6.226 2 2 2 2200 0.20746 6.229 2 2 2 2201 0.21038 6.229 1 1 2 2202 0.21124 6.23 2 2 1 1203 0.21409 6.232 2 2 1 1204 0.21719 6.24 2 2 2 2205 0.21977 6.242 2 2 1 1206 0.22188 6.245 1 1 1 1207 0.22438 6.249 2 2 1 1208 0.22489 6.25 2 2 1 1209 0.22927 6.251 2 2 1 1210 0.22969 6.251 2 2 1 1211 0.23912 6.273 1 1 1 1212 0.25199 6.279 1 2 1 2213 0.25387 6.286 1 2 1 2214 0.26838 6.29 1 1 1 1215 0.27957 6.297 1 2 1 2216 0.28955 6.301 1 2 1 2217 0.2896 6.302 1 1 1 1218 0.29819 6.312 1 2 1 2219 0.29916 6.315 1 1 1 1220 0.31533 6.315 1 2 1 2221 0.33045 6.317 1 2 1 2222 0.33147 6.319 1 1 1 1223 0.33983 6.326 2 1 2 1224 0.35809 6.341 2 2 2 2
225 0.36894 6.343 2 2 2 2226 0.37578 6.345 1 2 1 2227 0.38214 6.348 2 2 2 2228 0.40771 6.358 2 2 2 2229 0.41238 6.373 2 2 2 2230 0.43571 6.375 1 1 1 1231 0.44178 6.376 2 2 2 2232 0.44791 6.377 1 2 1 2233 0.46296 6.38 2 2 2 2234 0.49298 6.38 1 2 1 2235 0.51183 6.383 2 1 2 1236 0.52014 6.389 1 1 1 1237 0.52058 6.393 1 1 1 1238 0.52693 6.395 2 2 2 2239 0.53412 6.398 2 1 2 1240 0.537 6.402 2 2 2 2241 0.54011 6.404 1 2 1 2242 0.5405 6.405 1 2 1 2243 0.55007 6.405 2 2 2 2244 0.57529 6.406 2 2 2 2245 0.57834 6.411 2 2 2 2246 0.61154 6.416 1 2 1 2247 0.6147 6.417 2 1 2 1248 0.62356 6.417 1 2 1 2249 0.62739 6.417 2 2 2 2250 0.62976 6.421 1 2 1 2251 0.63796 6.425 1 2 1 2252 0.65665 6.43 1 1 1 1253 0.66351 6.433 2 1 2 1254 0.67191 6.434 1 2 1 2255 0.7258 6.436 1 2 1 2256 0.75026 6.437 1 2 1 2257 0.76162 6.438 1 1 1 1258 0.77299 6.442 1 2 1 2259 0.7842 6.453 2 2 2 2260 0.7857 6.456 2 2 2 2261 0.80271 6.459 1 2 1 2262 0.82526 6.461 1 2 1 2263 0.84054 6.471 1 2 1 2264 0.85204 6.481 1 2 1 2265 0.95577 6.482 2 1 2 1266 0.98843 6.484 2 2 2 2267 1.00245 6.485 1 2 1 2268 1.05393 6.487 2 2 2 2269 1.13081 6.49 2 2 2 2
270 1.15172 6.495 1 2 1 2271 1.20742 6.495 1 1 1 1272 1.23247 6.51 1 2 1 2273 1.25179 6.511 2 1 2 1274 1.27346 6.513 2 2 2 2275 1.35472 6.516 1 2 1 2276 1.38799 6.525 1 2 1 2277 1.42502 6.538 1 2 1 2278 1.46336 6.54 1 2 1 2279 1.51902 6.545 1 2 1 2280 1.61282 6.546 1 1 1 1281 1.80028 6.549 1 1 1 1282 1.83377 6.552 2 1 2 1283 2.01019 6.556 1 1 1 1284 2.24236 6.563 2 1 2 1285 2.3004 6.565 2 2 2 2286 2.3139 6.575 2 2 2 2287 2.37857 6.579 1 2 1 2288 2.44953 6.59 2 2 2 2289 2.81838 6.593 1 2 1 2290 2.924 6.595 1 1 1 1291 3.1636 6.604 2 1 2 1292 3.47428 6.606 1 2 1 2293 3.56868 6.616 2 1 2 1294 3.67367 6.618 1 1 1 1295 3.67822 6.619 1 2 1 2296 3.69311 6.625 1 1 1 1297 3.69695 6.629 1 2 1 2298 3.77498 6.63 2 1 2 1299 3.83684 6.63 1 1 1 1300 3.8497 6.631 1 2 1 2301 4.03841 6.635 1 2 1 2302 4.22239 6.635 1 2 1 2303 4.26131 6.642 1 1 1 1304 4.34879 6.649 2 2 2 2305 4.42228 6.655 1 2 1 2306 4.54192 6.657 2 2 2 2307 4.55587 6.674 2 2 2 2308 4.64689 6.678 1 1 1 1309 4.66883 6.683 1 1 1 1310 4.75237 6.696 1 2 1 2311 4.81213 6.701 2 2 2 2312 4.83567 6.718 2 2 2 2313 4.87141 6.726 1 1 1 1314 4.89822 6.727 1 1 1 1
315 5.09017 6.727 2 1 2 1316 5.20177 6.728 2 1 2 1317 5.29305 6.728 1 2 1 2318 5.44114 6.739 1 1 1 1319 5.58107 6.749 2 2 2 2320 5.66637 6.75 1 2 1 2321 5.66998 6.758 2 1 2 1322 5.69175 6.762 1 2 1 2323 5.70818 6.77 2 2 2 2324 5.73116 6.781 1 2 1 2325 5.82115 6.782 2 1 2 1326 5.82401 6.782 1 2 1 2327 5.87205 6.794 2 2 2 2328 6.28807 6.794 2 2 2 2329 6.39312 6.8 1 1 1 1330 6.44405 6.812 1 1 1 1331 6.53876 6.816 1 1 1 1332 6.65492 6.824 2 2 2 2333 6.71772 6.826 1 1 1 1334 6.80117 6.833 2 2 2 2335 6.96215 6.842 2 1 2 1336 7.02259 6.849 2 1 2 1337 7.05042 6.852 1 2 1 2338 7.36711 6.854 2 1 2 1339 7.40389 6.86 1 1 1 1340 7.52601 6.861 2 1 2 1341 7.67202 6.871 2 2 2 2342 7.75223 6.874 2 1 2 1343 7.83932 6.879 1 2 1 2344 7.99248 6.897 2 2 2 2345 8.05579 6.939 2 2 2 2346 8.15174 6.951 2 1 2 1347 8.20058 6.951 2 2 2 2348 8.24809 6.957 1 1 1 1349 8.26725 6.968 1 1 1 1350 8.49213 6.968 2 2 2 2351 8.64476 6.975 1 1 1 1352 8.71675 6.976 1 2 1 2353 8.79212 6.98 1 1 1 1354 8.98296 6.98 2 1 2 1355 9.18702 6.982 2 1 2 1356 9.2323 6.998 2 1 2 1357 9.32909 7.007 2 2 2 2358 9.33889 7.014 1 1 1 1359 9.39063 7.016 1 1 1 1
360 9.51363 7.024 1 1 1 1361 9.59571 7.041 1 2 1 2362 9.72418 7.061 1 2 1 2363 9.82349 7.079 2 2 2 2364 9.91655 7.088 2 1 2 1365 9.92485 7.104 1 1 1 1366 9.96654 7.107 2 1 2 1367 10.0623 7.135 2 1 2 1368 10.233 7.147 2 1 2 1369 10.6718 7.148 1 1 1 1370 10.8342 7.155 2 1 2 1371 11.0874 7.163 1 1 1 1372 11.1081 7.178 1 1 1 1373 11.1604 7.185 1 1 1 1374 11.5779 7.185 2 1 2 1375 11.8123 7.203 2 1 2 1376 11.9511 7.206 2 1 2 1377 12.0482 7.236 1 1 1 1378 12.2472 7.241 1 1 1 1379 12.8023 7.249 1 1 1 1380 13.0751 7.267 2 1 2 1381 13.3598 7.274 2 1 2 1382 13.5222 7.287 1 1 1 1383 13.6781 7.313 1 2 1 2384 13.9134 7.327 2 2 2 2385 14.0507 7.333 1 1 1 1386 14.2362 7.358 1 2 1 2387 14.3337 7.393 2 2 2 2388 14.3337 7.412 2 2 2 2389 14.4208 7.416 1 1 1 1390 14.4383 7.42 1 1 1 1391 15.0234 7.454 2 1 2 1392 15.1772 7.47 1 1 1 1393 15.288 7.489 1 1 1 1394 15.5757 7.52 1 1 1 1395 15.8603 7.61 2 1 2 1396 15.8744 7.645 2 1 2 1397 16.8118 7.686 2 1 2 1398 17.8667 7.691 2 2 2 2399 18.0846 7.765 2 1 2 1400 18.4982 7.802 2 1 2 1401 18.811 7.82 1 1 1 1402 19.6091 7.82 2 1 2 1403 20.0849 7.831 1 1 1 1404 20.7162 7.853 1 1 1 1
405 22.0511 7.875 2 1 2 1406 22.5971 7.923 1 1 1 1407 23.6482 7.929 2 1 2 1408 24.3938 8.034 2 1 2 1409 24.8017 8.04 2 2 2 2410 25.0461 8.069 2 2 2 2411 25.9406 8.247 2 1 2 1412 28.6558 8.259 2 1 2 1413 37.6619 8.266 2 1 2 1414 38.3518 8.297 1 1 1 1415 41.5292 8.337 1 1 1 1416 45.7461 8.375 1 1 1 1417 51.1358 8.398 2 1 2 1418 67.9208 8.704 1 1 1 1419 73.5341 8.725 2 1 2 1420 88.9762 8.78 2 2 2 2
Q1 Q2 Q3positif 195 182.5 191 182.5 174 182.5negatif 225 237.5 229 237.5 246 237.5
420 420 420
0.8561640.395890.39589
0.8561640.6578950.3042110.3042110.657895
chisquare 4.42832Crim-RM
Q1 Q2 Q3positif 201 190 183 190 197 190negatif 219 230 237 230 223 230
420 420 420
0.6368420.2578950.2578950.6368420.5260870.2130430.2130430.526087
chisquare 3.267735RM-Nox
No. RM NoxQ4 total 1 3.561 0.385
170 182.5 730 2 3.863 0.389250 237.5 950 3 4.138 0.392420 1680 4 4.138 0.392
5 4.368 0.3946 4.519 0.3987 4.628 0.3988 4.652 0.49 4.88 0.4
10 4.906 0.411 4.963 0.412 4.97 0.40113 5 0.40114 5.036 0.40115 5.093 0.40316 5.155 0.40317 5.277 0.40318 5.304 0.40419 5.304 0.40420 5.344 0.404
Q4 total 21 5.349 0.405179 190 760 22 5.362 0.405241 230 920 23 5.39 0.405420 1680 24 5.39 0.409
25 5.399 0.40926 5.404 0.40927 5.412 0.4128 5.414 0.4129 5.427 0.4130 5.453 0.41131 5.454 0.41132 5.456 0.41133 5.52 0.41134 5.531 0.41135 5.536 0.41136 5.56 0.41337 5.565 0.41338 5.569 0.41339 5.57 0.41340 5.572 0.41341 5.593 0.41342 5.594 0.41543 5.599 0.41544 5.602 0.4161
45 5.604 0.416146 5.605 0.416147 5.608 0.42248 5.617 0.42649 5.627 0.42650 5.631 0.42651 5.648 0.42652 5.663 0.42853 5.67 0.42854 5.682 0.42855 5.683 0.42856 5.701 0.42857 5.707 0.42858 5.713 0.42859 5.713 0.42860 5.713 0.42961 5.727 0.42962 5.741 0.42963 5.747 0.43164 5.757 0.43165 5.759 0.43166 5.762 0.43167 5.783 0.43168 5.786 0.43169 5.787 0.43170 5.79 0.43171 5.794 0.43172 5.803 0.43173 5.807 0.43374 5.813 0.43375 5.813 0.43376 5.818 0.43577 5.834 0.43778 5.837 0.43779 5.841 0.43780 5.85 0.43781 5.852 0.43782 5.854 0.43783 5.854 0.43784 5.856 0.43785 5.859 0.43786 5.871 0.43787 5.874 0.43788 5.875 0.43789 5.875 0.437
90 5.876 0.43791 5.877 0.43792 5.878 0.43793 5.88 0.43794 5.884 0.43995 5.885 0.43996 5.887 0.43997 5.888 0.43998 5.888 0.44299 5.889 0.442100 5.891 0.442101 5.896 0.4429102 5.898 0.4429103 5.905 0.4429104 5.92 0.4429105 5.924 0.445106 5.926 0.445107 5.926 0.445108 5.927 0.445109 5.933 0.445110 5.935 0.447111 5.935 0.447112 5.936 0.447113 5.936 0.447114 5.949 0.447115 5.95 0.448116 5.951 0.448117 5.952 0.448118 5.957 0.448119 5.96 0.448120 5.961 0.448121 5.963 0.448122 5.965 0.448123 5.966 0.448124 5.966 0.449125 5.968 0.449126 5.976 0.449127 5.981 0.449128 5.983 0.453129 5.983 0.453130 5.985 0.453131 5.987 0.453132 5.99 0.453133 5.998 0.453134 6.003 0.458
135 6.004 0.458136 6.006 0.458137 6.009 0.464138 6.009 0.464139 6.012 0.464140 6.014 0.464141 6.015 0.464142 6.019 0.464143 6.02 0.464144 6.027 0.464145 6.03 0.469146 6.03 0.469147 6.047 0.472148 6.051 0.472149 6.059 0.472150 6.064 0.472151 6.065 0.484152 6.069 0.484153 6.072 0.488154 6.081 0.488155 6.086 0.488156 6.095 0.488157 6.096 0.488158 6.096 0.488159 6.101 0.488160 6.103 0.488161 6.108 0.489162 6.108 0.489163 6.112 0.489164 6.114 0.489165 6.115 0.489166 6.12 0.489167 6.121 0.489168 6.127 0.489169 6.127 0.489170 6.14 0.489171 6.142 0.489172 6.144 0.489173 6.145 0.489174 6.152 0.489175 6.153 0.489176 6.162 0.499177 6.162 0.499178 6.163 0.499179 6.164 0.499
180 6.167 0.504181 6.167 0.504182 6.169 0.504183 6.172 0.504184 6.182 0.504185 6.185 0.504186 6.185 0.504187 6.193 0.504188 6.193 0.507189 6.202 0.507190 6.208 0.507191 6.209 0.507192 6.209 0.507193 6.211 0.507194 6.211 0.507195 6.212 0.507196 6.216 0.507197 6.219 0.507198 6.223 0.51199 6.226 0.51200 6.229 0.51201 6.229 0.51202 6.23 0.51203 6.232 0.51204 6.24 0.51205 6.242 0.515206 6.245 0.515207 6.249 0.515208 6.25 0.518209 6.251 0.52210 6.251 0.52211 6.273 0.524212 6.279 0.524213 6.286 0.524214 6.29 0.524215 6.297 0.524216 6.301 0.524217 6.302 0.524218 6.312 0.532219 6.315 0.532220 6.315 0.532221 6.317 0.532222 6.319 0.532223 6.326 0.538224 6.341 0.538
225 6.343 0.538226 6.345 0.538227 6.348 0.538228 6.358 0.538229 6.373 0.538230 6.375 0.538231 6.376 0.538232 6.377 0.538233 6.38 0.538234 6.38 0.538235 6.383 0.538236 6.389 0.538237 6.393 0.538238 6.395 0.538239 6.398 0.538240 6.402 0.538241 6.404 0.538242 6.405 0.538243 6.405 0.538244 6.406 0.538245 6.411 0.538246 6.416 0.544247 6.417 0.55248 6.417 0.55249 6.417 0.55250 6.421 0.55251 6.425 0.573252 6.43 0.573253 6.433 0.573254 6.434 0.573255 6.436 0.573256 6.437 0.575257 6.438 0.575258 6.442 0.58259 6.453 0.58260 6.456 0.58261 6.459 0.58262 6.461 0.583263 6.471 0.583264 6.481 0.583265 6.482 0.583266 6.484 0.584267 6.485 0.584268 6.487 0.584269 6.49 0.584
270 6.495 0.584271 6.495 0.584272 6.51 0.584273 6.511 0.584274 6.513 0.585275 6.516 0.585276 6.525 0.585277 6.538 0.585278 6.54 0.585279 6.545 0.585280 6.546 0.585281 6.549 0.585282 6.552 0.597283 6.556 0.597284 6.563 0.597285 6.565 0.597286 6.575 0.597287 6.579 0.597288 6.59 0.605289 6.593 0.605290 6.595 0.605291 6.604 0.605292 6.606 0.605293 6.616 0.605294 6.618 0.605295 6.619 0.605296 6.625 0.605297 6.629 0.605298 6.63 0.605299 6.63 0.605300 6.631 0.609301 6.635 0.609302 6.635 0.609303 6.642 0.609304 6.649 0.609305 6.655 0.614306 6.657 0.614307 6.674 0.614308 6.678 0.614309 6.683 0.614310 6.696 0.614311 6.701 0.614312 6.718 0.631313 6.726 0.631314 6.727 0.631
315 6.727 0.631316 6.728 0.631317 6.728 0.647318 6.739 0.647319 6.749 0.647320 6.75 0.647321 6.758 0.647322 6.762 0.647323 6.77 0.647324 6.781 0.647325 6.782 0.647326 6.782 0.647327 6.794 0.655328 6.794 0.655329 6.8 0.655330 6.812 0.659331 6.816 0.659332 6.824 0.668333 6.826 0.668334 6.833 0.668335 6.842 0.671336 6.849 0.671337 6.852 0.671338 6.854 0.671339 6.86 0.671340 6.861 0.671341 6.871 0.671342 6.874 0.679343 6.879 0.679344 6.897 0.679345 6.939 0.679346 6.951 0.679347 6.951 0.679348 6.957 0.679349 6.968 0.679350 6.968 0.693351 6.975 0.693352 6.976 0.693353 6.98 0.693354 6.98 0.693355 6.982 0.693356 6.998 0.693357 7.007 0.693358 7.014 0.693359 7.016 0.693
360 7.024 0.693361 7.041 0.693362 7.061 0.693363 7.079 0.693364 7.088 0.7365 7.104 0.7366 7.107 0.7367 7.135 0.7368 7.147 0.7369 7.148 0.7370 7.155 0.7371 7.163 0.7372 7.178 0.7373 7.185 0.7374 7.185 0.7375 7.203 0.713376 7.206 0.713377 7.236 0.713378 7.241 0.713379 7.249 0.713380 7.267 0.713381 7.274 0.713382 7.287 0.713383 7.313 0.713384 7.327 0.713385 7.333 0.713386 7.358 0.713387 7.393 0.713388 7.412 0.713389 7.416 0.713390 7.42 0.713391 7.454 0.713392 7.47 0.713393 7.489 0.718394 7.52 0.718395 7.61 0.718396 7.645 0.718397 7.686 0.718398 7.691 0.718399 7.765 0.74400 7.802 0.74401 7.82 0.74402 7.82 0.74403 7.831 0.74404 7.853 0.74
405 7.875 0.74406 7.923 0.74407 7.929 0.74408 8.034 0.74409 8.04 0.74410 8.069 0.74411 8.247 0.74412 8.259 0.77413 8.266 0.77414 8.297 0.77415 8.337 0.77416 8.375 0.77417 8.398 0.77418 8.704 0.77419 8.725 0.77420 8.78 0.871
Q1 Q2 Q3 Q41 1 1 11 1 2 21 1 2 21 1 1 11 1 2 21 1 2 21 1 1 11 1 2 21 1 1 11 1 2 21 1 2 21 1 1 12 2 1 12 2 2 22 2 2 21 1 2 22 2 2 22 2 2 22 2 2 21 1 1 12 2 2 21 1 2 22 2 2 21 1 2 22 2 1 11 1 1 11 1 1 12 2 2 22 2 1 12 2 2 21 1 2 21 1 2 22 2 2 22 2 2 22 2 2 21 1 2 22 2 1 11 1 2 22 2 2 21 1 2 21 1 2 21 1 1 12 2 1 11 1 2 2
1 1 2 21 1 2 21 1 1 11 1 2 22 2 2 22 2 2 21 1 2 21 1 2 21 1 2 21 1 2 22 2 1 12 2 2 21 1 2 22 2 2 22 2 2 21 1 2 21 1 1 11 1 2 22 2 1 12 2 2 21 1 2 21 1 2 21 1 2 21 1 2 21 1 2 21 1 1 11 1 1 12 2 1 11 1 1 12 2 1 12 2 2 22 2 2 21 1 2 22 2 2 21 1 2 21 1 1 12 2 1 11 1 2 22 2 1 11 1 1 11 1 2 21 1 1 11 1 2 22 2 1 11 1 1 1
1 1 2 21 1 2 21 1 2 21 1 1 12 2 2 21 1 2 22 2 2 22 2 2 21 1 1 11 1 1 11 1 2 22 2 2 22 2 2 21 1 1 11 1 1 12 2 1 12 2 1 11 1 2 21 1 1 12 2 2 21 1 2 22 2 1 11 1 2 22 2 2 21 1 2 22 2 1 11 1 2 22 2 2 22 2 2 21 1 1 11 1 1 11 1 1 12 2 2 21 1 1 12 2 2 22 2 1 12 2 1 11 1 2 22 2 1 11 1 1 12 2 1 12 2 2 22 2 1 11 1 2 22 2 2 2
2 2 2 22 2 1 12 2 2 21 1 1 11 1 1 12 2 2 21 1 1 11 1 2 21 1 1 12 2 1 12 2 1 12 2 1 12 2 2 21 1 1 11 1 1 11 1 1 11 1 2 21 1 2 22 2 2 22 2 1 11 1 1 12 2 1 12 2 1 12 2 1 11 1 1 12 2 1 11 1 1 11 1 1 11 1 1 12 2 1 12 2 1 12 2 1 11 1 1 11 1 1 11 1 1 12 2 1 12 2 1 11 1 1 11 1 2 22 2 2 21 1 1 11 1 2 22 2 2 22 2 2 21 1 1 1
1 1 1 12 2 1 11 1 1 11 1 1 11 1 1 12 2 1 12 2 1 12 2 1 12 2 2 22 2 1 12 2 1 11 1 1 12 2 1 11 1 1 11 1 1 12 2 1 11 1 1 12 2 1 12 2 1 12 2 2 22 2 2 22 2 1 12 2 1 12 2 1 11 1 1 11 1 1 11 1 1 12 2 1 11 1 1 12 2 1 12 2 2 22 2 2 22 1 2 12 2 2 22 2 2 21 2 1 22 2 2 22 2 2 21 2 1 22 2 2 21 1 1 12 1 2 11 2 1 21 1 1 11 2 1 2
1 2 1 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 21 2 1 21 2 1 21 2 1 21 2 1 22 2 2 22 2 2 22 2 2 22 2 2 22 1 2 12 1 2 12 2 2 22 1 2 12 1 2 12 2 2 21 1 1 11 2 1 21 2 1 21 1 1 11 1 1 11 2 1 22 2 2 22 2 2 22 1 2 11 2 1 21 2 1 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 2
2 2 2 22 2 2 22 2 2 22 2 2 22 1 2 12 1 2 12 1 2 12 2 2 22 2 2 22 2 2 22 2 2 21 2 1 21 2 1 22 1 2 12 2 2 21 2 1 22 2 2 22 2 2 22 1 2 12 1 2 12 1 2 12 1 2 12 1 2 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 11 2 1 22 2 2 22 2 2 21 2 1 22 2 2 22 2 2 22 2 2 22 1 2 12 2 2 22 1 2 11 2 1 22 2 2 22 2 2 21 1 1 11 1 1 11 1 1 11 1 1 1
1 1 1 12 1 2 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 12 1 2 12 1 2 12 1 2 12 1 2 12 1 2 12 2 2 22 1 2 12 1 2 12 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 21 2 1 21 2 1 21 2 1 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 21 2 1 22 2 2 21 2 1 21 2 1 21 2 1 21 2 1 2
1 2 1 22 2 2 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 22 2 2 21 2 1 22 1 2 12 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 2 2 22 1 2 11 2 1 22 2 2 22 2 2 22 2 2 22 2 2 22 1 2 12 2 2 21 1 1 11 1 1 11 1 1 11 1 1 11 1 1 11 1 1 12 2 2 21 1 1 11 2 1 22 2 2 21 2 1 21 2 1 21 2 1 21 2 1 21 2 1 2
2 1 2 11 1 1 11 2 1 22 2 2 22 2 2 22 2 2 21 2 1 22 1 2 11 1 1 11 1 1 12 1 2 12 1 2 12 1 2 12 1 2 11 1 1 11 1 1 1
No RM Chas Q1 Q2 Q3 Q41 3.561 0 1 1 1 12 3.863 0 1 1 2 23 4.138 0 1 1 2 24 4.138 0 1 1 1 15 4.368 0 1 1 2 26 4.519 0 1 1 2 27 4.628 0 1 1 1 18 4.652 0 1 1 2 29 4.88 0 1 1 1 1
10 4.906 0 1 1 2 211 4.963 0 1 1 2 212 4.97 0 1 1 1 113 5 0 2 2 1 114 5.036 0 2 2 2 215 5.093 0 2 2 2 216 5.155 0 1 1 2 217 5.277 0 2 2 2 218 5.304 0 2 2 2 219 5.304 0 2 2 2 220 5.344 0 1 1 1 121 5.349 0 2 2 2 222 5.362 0 1 1 2 223 5.39 0 2 2 2 224 5.39 0 1 1 2 225 5.399 0 2 2 1 126 5.404 0 1 1 1 127 5.412 0 1 1 1 128 5.414 0 2 2 2 229 5.427 0 2 2 1 130 5.453 0 2 2 2 231 5.454 0 1 1 2 232 5.456 0 1 1 2 233 5.52 0 2 2 2 234 5.531 0 2 2 2 235 5.536 0 2 2 2 236 5.56 0 1 1 2 237 5.565 0 2 2 1 138 5.569 0 1 1 2 239 5.57 0 2 2 2 240 5.572 0 1 1 2 241 5.593 0 1 1 2 242 5.594 0 1 1 1 143 5.599 0 2 2 1 144 5.602 0 1 1 2 2
45 5.604 0 1 1 2 246 5.605 0 1 1 2 247 5.608 0 1 1 1 148 5.617 0 1 1 2 249 5.627 0 2 2 2 250 5.631 0 2 2 2 251 5.648 0 1 1 2 252 5.663 0 1 1 2 253 5.67 0 1 1 2 254 5.682 0 1 1 2 255 5.683 0 2 2 1 156 5.701 0 2 2 2 257 5.707 0 1 1 2 258 5.713 0 2 2 2 259 5.713 0 2 2 2 260 5.713 0 1 1 2 261 5.727 0 1 1 1 162 5.741 0 1 1 2 263 5.747 0 2 2 1 164 5.757 0 2 2 2 265 5.759 0 1 1 2 266 5.762 0 1 1 2 267 5.783 0 1 1 2 268 5.786 0 1 1 2 269 5.787 0 1 1 2 270 5.79 0 1 1 1 171 5.794 0 1 1 1 172 5.803 0 2 2 1 173 5.807 0 1 1 1 174 5.813 0 2 2 1 175 5.813 0 2 2 2 276 5.818 0 2 2 2 277 5.834 0 1 1 2 278 5.837 0 2 2 2 279 5.841 0 1 1 2 280 5.85 0 1 1 1 181 5.852 0 2 2 1 182 5.854 0 1 1 2 283 5.854 0 2 2 1 184 5.856 0 1 1 1 185 5.859 0 1 1 2 286 5.871 0 1 1 1 187 5.874 0 1 1 2 288 5.875 0 2 2 1 189 5.875 0 1 1 1 1
90 5.876 0 1 1 2 291 5.877 0 1 1 2 292 5.878 0 1 1 2 293 5.88 0 1 1 1 194 5.884 0 2 2 2 295 5.885 0 1 1 2 296 5.887 0 2 2 2 297 5.888 0 2 2 2 298 5.888 0 1 1 1 199 5.889 0 1 1 1 1
100 5.891 0 1 1 2 2101 5.896 0 2 2 2 2102 5.898 0 2 2 2 2103 5.905 0 1 1 1 1104 5.92 0 1 1 1 1105 5.924 0 2 2 1 1106 5.926 0 2 2 1 1107 5.926 0 1 1 2 2108 5.927 0 1 1 1 1109 5.933 0 2 2 2 2110 5.935 0 1 1 2 2111 5.935 0 2 2 1 1112 5.936 0 1 1 2 2113 5.936 0 2 2 2 2114 5.949 0 1 1 2 2115 5.95 0 2 2 1 1116 5.951 0 1 1 2 2117 5.952 0 2 2 2 2118 5.957 0 2 2 2 2119 5.96 0 1 1 1 1120 5.961 0 1 1 1 1121 5.963 0 1 1 1 1122 5.965 0 2 2 2 2123 5.966 0 1 1 1 1124 5.966 0 2 2 2 2125 5.968 0 2 2 1 1126 5.976 0 2 2 1 1127 5.981 0 1 1 2 2128 5.983 0 2 2 1 1129 5.983 0 1 1 1 1130 5.985 0 2 2 1 1131 5.987 0 2 2 2 2132 5.99 0 2 2 1 1133 5.998 0 1 1 2 2134 6.003 0 2 2 2 2
135 6.004 0 2 2 2 2136 6.006 0 2 2 1 1137 6.009 0 2 2 2 2138 6.009 0 1 1 1 1139 6.012 0 1 1 1 1140 6.014 0 2 2 2 2141 6.015 0 1 1 1 1142 6.019 0 1 1 2 2143 6.02 0 1 1 1 1144 6.027 0 2 2 1 1145 6.03 0 2 2 1 1146 6.03 0 2 2 1 1147 6.047 0 2 2 2 2148 6.051 0 1 1 1 1149 6.059 0 1 1 1 1150 6.064 0 1 1 1 1151 6.065 0 1 1 2 2152 6.069 0 1 1 2 2153 6.072 0 2 2 2 2154 6.081 0 2 2 1 1155 6.086 0 1 1 1 1156 6.095 0 2 2 1 1157 6.096 0 2 2 1 1158 6.096 0 2 2 1 1159 6.101 0 1 1 1 1160 6.103 0 2 2 1 1161 6.108 0 1 1 1 1162 6.108 0 1 1 1 1163 6.112 0 1 1 1 1164 6.114 0 2 2 1 1165 6.115 0 2 2 1 1166 6.12 0 2 2 1 1167 6.121 0 1 1 1 1168 6.127 0 1 1 1 1169 6.127 0 1 1 1 1170 6.14 0 2 2 1 1171 6.142 0 2 2 1 1172 6.144 0 1 1 1 1173 6.145 0 1 1 2 2174 6.152 0 2 2 2 2175 6.153 0 1 1 1 1176 6.162 0 1 1 2 2177 6.162 0 2 2 2 2178 6.163 0 2 2 2 2179 6.164 0 1 1 1 1
180 6.167 0 1 1 1 1181 6.167 0 2 2 1 1182 6.169 0 1 1 1 1183 6.172 0 1 1 1 1184 6.182 0 1 1 1 1185 6.185 0 2 2 1 1186 6.185 0 2 2 1 1187 6.193 0 2 2 1 1188 6.193 0 2 2 2 2189 6.202 0 2 2 1 1190 6.208 0 2 2 1 1191 6.209 0 1 1 1 1192 6.209 0 2 2 1 1193 6.211 0 1 1 1 1194 6.211 0 1 1 1 1195 6.212 0 2 2 1 1196 6.216 0 1 1 1 1197 6.219 0 2 2 1 1198 6.223 0 2 2 1 1199 6.226 0 2 2 2 2200 6.229 0 2 2 2 2201 6.229 0 2 2 1 1202 6.23 0 2 2 1 1203 6.232 0 2 2 1 1204 6.24 0 1 1 1 1205 6.242 0 1 1 1 1206 6.245 0 1 1 1 1207 6.249 0 2 2 1 1208 6.25 0 1 1 1 1209 6.251 0 2 2 1 1210 6.251 0 2 2 2 2211 6.273 0 1 1 1 1212 6.279 0 2 1 2 1213 6.286 0 1 1 1 1214 6.29 0 1 1 1 1215 6.297 0 1 1 1 1216 6.301 0 1 1 1 1217 6.302 0 1 1 1 1218 6.312 0 1 1 1 1219 6.315 0 2 1 2 1220 6.315 0 2 1 2 1221 6.317 0 2 1 2 1222 6.319 0 2 1 2 1223 6.326 0 2 1 2 1224 6.341 0 2 1 2 1
225 6.343 0 2 1 2 1226 6.345 0 2 1 2 1227 6.348 0 1 1 1 1228 6.358 0 2 1 2 1229 6.373 0 2 2 2 2230 6.375 0 2 1 2 1231 6.376 0 2 1 2 1232 6.377 0 2 1 2 1233 6.38 0 2 1 2 1234 6.38 0 2 2 2 2235 6.383 0 2 2 2 2236 6.389 0 2 2 2 2237 6.393 0 2 2 2 2238 6.395 0 2 2 2 2239 6.398 0 2 2 2 2240 6.402 0 2 2 2 2241 6.404 0 2 2 2 2242 6.405 0 2 2243 6.405 0 2 2244 6.406 0 2 2245 6.411 0 2 2246 6.416 0 2 2247 6.417 0 2 2248 6.417 0 2 2249 6.417 0 1 1250 6.421 0 1 1251 6.425 0 1 1252 6.43 0 1 1253 6.433 0 1 1254 6.434 0 1 1255 6.436 0 2 2256 6.437 0 2 2257 6.438 0 2 2258 6.442 0 2 2259 6.453 0 2 2260 6.456 0 2 2261 6.459 0 2 2262 6.461 0 2 2263 6.471 0 1 1264 6.481 0 1 1265 6.482 0 2 2266 6.484 0 1 1267 6.485 0 1 1268 6.487 0 1 1269 6.49 0 1 1
270 6.495 0 2 2271 6.495 0 2 2272 6.51 0 2 2273 6.511 0 2 2274 6.513 0 1 1275 6.516 0 1 1276 6.525 0 1 1277 6.538 0 2 2278 6.54 0 2 2279 6.545 0 2 2280 6.546 0 2 2281 6.549 0 1 1282 6.552 0 2 2283 6.556 0 1 1284 6.563 0 1 1285 6.565 0 1 1286 6.575 0 2 2287 6.579 0 2 2288 6.59 0 2 2289 6.593 0 2 2290 6.595 0 2 2291 6.604 0 1 1292 6.606 0 1 1293 6.616 0 1 1294 6.618 0 1 1295 6.619 0 1 1296 6.625 0 1 1297 6.629 0 2 2298 6.63 0 2 2299 6.63 0 1 1300 6.631 0 1 1301 6.635 0 2 2302 6.635 0 2 2303 6.642 0 1 1304 6.649 0 1 1305 6.655 0 2 2306 6.657 0 1 1307 6.674 0 2 2308 6.678 0 1 1309 6.683 0 1 1310 6.696 0 1 1311 6.701 0 1 1312 6.718 0 1 1313 6.726 0 1 1314 6.727 0 1 1
315 6.727 0 1 1316 6.728 0 1 1317 6.728 0 2 2318 6.739 0 2 2319 6.749 0 2 2320 6.75 0 1 1321 6.758 0 1 1322 6.762 0 2 2323 6.77 0 1 1324 6.781 0 1 1325 6.782 0 1 1326 6.782 0 1 1327 6.794 0 1 1328 6.794 0 1 1329 6.8 0 1 1330 6.812 0 1 1331 6.816 0 1 1332 6.824 0 1 1333 6.826 0 1 1334 6.833 0 1 1335 6.842 0 1 1336 6.849 0 1 1337 6.852 0 1 1338 6.854 0 1 1339 6.86 0 1 1340 6.861 0 1 1341 6.871 0 1 1342 6.874 0 1 1343 6.879 0 1 1344 6.897 0 1 1345 6.939 0 1 1346 6.951 0 1 1347 6.951 0 1 1348 6.957 0 1 1349 6.968 0 1 1350 6.968 0 1 1351 6.975 0 1 1352 6.976 0 1 1353 6.98 0 2 2354 6.98 0 1 1355 6.982 0 2 2356 6.998 0 1 1357 7.007 0 1 1358 7.014 0 1 1359 7.016 0 1 1
360 7.024 0 1 1361 7.041 0 1 1362 7.061 0 1 1363 7.079 0 1 1364 7.088 0 2 2365 7.104 0 2 2366 7.107 0 2 2367 7.135 0 1 1368 7.147 0 2 2369 7.148 0 2 2370 7.155 0 1 1371 7.163 0 2 2372 7.178 0 1 1373 7.185 0 1 1374 7.185 0 1 1375 7.203 0 1 1376 7.206 0 2 2377 7.236 0 2 2378 7.241 0 1 1379 7.249 0 1 1380 7.267 0 1 1381 7.274 0 1 1382 7.287 0 1 1383 7.313 0 1 1384 7.327 0 1 1385 7.333 0 1 1386 7.358 0 1 1387 7.393 0 1 1388 7.412 0 1 1389 7.416 0 1 1390 7.42 1 1 1391 7.454 1 2 2392 7.47 1 1 1393 7.489 1 1 1394 7.52 1 1 1395 7.61 1 1 1396 7.645 1 1 1397 7.686 1 1 1398 7.691 1 1 1399 7.765 1 1 1400 7.802 1 2 2401 7.82 1 2 2402 7.82 1 1 1403 7.831 1 2 2404 7.853 1 1 1
405 7.875 1 1 1406 7.923 1 1 1407 7.929 1 1 1408 8.034 1 2 2409 8.04 1 1 1410 8.069 1 2 2411 8.247 1 2 2412 8.259 1 1 1413 8.266 1 1 1414 8.297 1 1 1415 8.337 1 1 1416 8.375 1 1 1417 8.398 1 2 2418 8.704 1 2 2419 8.725 1 2 2420 8.78 1 1 1
2 21 11 12 22 21 11 11 11 11 12 21 12 22 22 21 12 22 21 12 21 11 11 12 22 22 22 22 22 2
2 22 22 22 22 22 22 22 22 21 12 22 22 22 22 22 22 22 22 22 21 12 21 12 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 2
2 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 21 11 12 22 22 2
2 22 22 21 11 11 12 22 22 22 22 22 22 22 22 22 22 21 11 12 22 22 22 22 22 22 21 12 22 22 21 11 12 22 22 22 22 22 22 22 22 22 22 22 22 2
2 21 11 11 11 11 11 12 22 22 22 22 21 11 11 1
Q1 Q2 Q3 Q4positif 275 289.5167 135 116.4833 271 289.5167 131 116.4833negatif 324 309.4833 106 124.5167 328 309.4833 110 124.5167
599 241 599 241
0.7278812.9434851.1842741.8091310.6809212.7535831.1078691.692413
chisquare12.89956
total8128681680
