As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents Complete the following using the Diabetes Data Set Perform a multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables Which factors significantly affect glucose level at 5 significant level Write out the predictive model Performa Bayesian multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables Which factors significantly affect glucose level at 95 credible interval Write out the predictive model Between the two models, which one should the department depend on in predicting the glucose level of residents Support your rationale with specific examples Diabetes Data Set Gender nhosp glu bp skin bmi rda age diabetes Male 5 86 68 28 30 2 0 364 24 No Male 7 195 70 33 25 1 0 163 55 Yes Male 5 77 82 41 35 8 0 156 35 No Male 0 165 76 43 47 9 0 259 26 No Male 0 107 60 25 26 4 0 133 23 No Male 5 97 76 27 35 6 0 378 52 Yes Male 3 83 58 31 34 3 0 336 25 No Male 1 193 50 16 25 9 0 655 24 No Male 3 142 80 15 32 4 0 2 63 No Male 2 128 78 37 43 3 1 224 31 Yes Male 0 137 40 35 43 1 2 288 33 Yes Male 9 154 78 30 30 9 0 164 45 No Male 1 189 60 23 30 1 0 398 59 Yes Male 12 92 62 7 27 6 0 926 44 Yes Male 1 86 66 52 41 3 0 917 29 No Male 4 99 76 15 23 2 0 223 21 No Male 1 109 60 8 25 4 0 947 21 No Male 11 143 94 33 36 6 0 254 51 Yes Male 1 149 68 29 29 3 0 349 42 Yes Male 0 139 62 17 22 1 0 207 21 No Male 2 99 70 16 20 4 0 235 27 No Male 1 100 66 29 32 0 444 42 No Male 4 83 86 19 29 3 0 317 34 No Male 0 101 64 17 21 0 252 21 No Male 1 87 68 34 37 6 0 401 24 No Male 9 164 84 21 30 8 0 831 32 Yes Male 1 99 58 10 25 4 0 551 21 No Male 0 140 65 26 42 6 0 431 24 Yes Male 5 108 72 43 36 1 0 263 33 No Male 2 110 74 29 32 4 0 698 27 No Male 1 79 60 42 43 5 0 678 23 No Male 3 148 66 25 32 5 0 256 22 No Male 0 121 66 30 34 3 0 203 33 Yes Male 3 158 64 13 31 2 0 295 24 No Male 2 105 80 45 33 7 0 711 29 Yes Female 13 145 82 19 22 2 0 245 57 No Female 1 79 80 25 25 4 0 583 22 No Female 1 71 48 18 20 4 0 323 22 No Female 0 102 86 17 29 3 0 695 27 No Female 0 119 66 27 38 8 0 259 22 No Female 8 176 90 34 33 7 0 467 58 Yes Female 1 97 68 21 27 2 1 095 22 No Female 4 129 60 12 27 5 0 527 31 No Female 1 97 64 19 18 2 0 299 21 No Female 0 86 68 32 35 8 0 238 25 No Female 2 125 60 20 33 8 0 088 31 No Female 5 123 74 40 34 1 0 269 28 No Female 2 92 76 20 24 2 1 698 28 No Female 3 171 72 33 33 3 0 199 24 Yes Female 1 199 76 43 42 9 1 394 22 Yes Female 3 116 74 15 26 3 0 107 24 No Female 2 83 66 23 32 2 0 497 22 No Female 8 154 78 32 32 4 0 443 45 Yes Female 1 114 66 36 38 1 0 289 21 No Female 1 106 70 28 34 2 0 142 22 No Female 4 127 88 11 34 5 0 598 28 No Female 1 124 74 36 27 8 0 1 30 No Female 1 109 38 18 23 1 0 407 26 No Female 2 123 48 32 42 1 0 52 26 No Female 8 167 106 46 37 6 0 165 43 Yes Female 7 184 84 33 35 5 0 355 41 Yes Female 1 96 64 27 33 2 0 289 21 No Female 10 129 76 28 35 9 0 28 39 No Female 6 92 62 32 32 0 085 46 No Female 6 109 60 27 25 0 206 27 No Female 5 139 80 35 31 6 0 361 25 Yes Female 6 134 70 23 35 4 0 542 29 Yes Female 3 106 54 21 30 9 0 292 24 No Female 0 131 66 40 34 3 0 196 22 Yes Female 0 135 94 46 40 6 0 284 26 No Female 5 158 84 41 39 4 0 395 29 Yes Female 3 112 74 30 31 6 0 197 25 Yes Female 8 181 68 36 30 1 0 615 60 Yes Female 2 121 70 32 39 1 0 886 23 No Female 1 168 88 29 35 0 905 52 Yes Female 1 144 82 46 46 1 0 335 46 Yes Female 2 101 58 17 24 2 0 614 23 No Female 2 96 68 13 21 1 0 647 26 No Female 3 107 62 13 22 9 0 678 23 Yes Female 12 121 78 17 26 5 0 259 62 No Female 2 100 64 23 29 7 0 368 21 No Female 4 154 72 29 31 3 0 338 37 No Female 6 125 78 31 27 6 0 565 49 Yes Female 10 125 70 26 31 1 0 205 41 Yes Female 2 122 76 27 35 9 0 483 26 No Female 2 114 68 22 28 7 0 092 25 No Female 1 115 70 30 34 6 0 529 32 Yes Female 7 114 76 17 23 8 0 466 31 No Female 2 115 64 22 30 8 0 421 21 No Female 1 130 60 23 28 6 0 692 21 No Female 1 79 75 30 32 0 396 22 No Female 4 112 78 40 39 4 0 236 38 No Female 7 150 78 29 35 2 0 692 54 Yes Female 1 91 54 25 25 2 0 234 23 No Female 1 100 72 12 25 3 0 658 28 No Female 12 140 82 43 39 2 0 528 58 Yes Female 4 110 76 20 28 4 0 118 27 No Female 2 94 76 18 31 6 0 649 23 No Female 2 84 50 23 30 4 0 968 21 No Female 10 148 84 48 37 6 1 001 51 Yes Female 3 61 82 28 34 4 0 243 46 No Female 4 117 62 12 29 7 0 38 30 Yes Female 3 99 80 11 19 3 0 284 30 No Female 3 80 82 31 34 2 1 292 27 Yes Female 4 154 62 31 32 8 0 237 23 No Female 6 103 72 32 37 7 0 324 55 No Female 6 111 64 39 34 2 0 26 24 No Female 0 124 70 20 27 4 0 254 36 Yes Female 1 143 74 22 26 2 0 256 21 No Female 1 81 74 41 46 3 1 096 32 No Female 4 189 110 31 28 5 0 68 37 No Female 4 116 72 12 22 1 0 463 37 No Female 7 103 66 32 39 1 0 344 31 Yes Female 8 124 76 24 28 7 0 687 52 Yes Female 1 71 78 50 33 2 0 422 21 No Female 0 137 84 27 27 3 0 231 59 No Female 9 112 82 32 34 2 0 26 36 Yes Female 4 148 60 27 30 9 0 15 29 Yes Female 1 136 74 50 37 4 0 399 24 No Female 9 145 80 46 37 9 0 637 40 Yes Female 1 93 56 11 22 5 0 417 22 No Female 1 107 72 30 30 8 0 821 24 No Female 12 151 70 40 41 8 0 742 38 Yes Female 1 97 70 40 38 1 0 218 30 No Female 5 144 82 26 32 0 452 58 Yes Female 2 112 86 42 38 4 0 246 28 No Female 2 99 52 15 24 6 0 637 21 No Female 1 109 56 21 25 2 0 833 23 No Female 1 120 80 48 38 9 1 162 41 No Female 7 187 68 39 37 7 0 254 41 Yes Female 3 129 92 49 36 4 0 968 32 Yes Female 7 179 95 31 34 2 0 164 60 No Female 6 80 66 30 26 2 0 313 41 No Female 2 105 58 40 34 9 0 225 25 No Female 3 191 68 15 30 9 0 299 34 No Female 0 95 80 45 36 5 0 33 26 No Female 4 99 72 17 25 6 0 294 28 No Female 0 137 68 14 24 8 0 143 21 No Female 1 97 70 15 18 2 0 147 21 No Female 0 100 88 60 46 8 0 962 31 No Female 1 167 74 17 23 4 0 447 33 Yes Female 0 180 90 26 36 5 0 314 35 Yes Female 2 122 70 27 36 8 0 34 27 No Female 1 90 62 12 27 2 0 58 24 No Female 3 120 70 30 42 9 0 452 30 No Female 6 154 78 41 46 1 0 571 27 No Female 2 56 56 28 24 2 0 332 22 No Female 0 177 60 29 34 6 1 072 21 Yes Female 3 124 80 33 33 2 0 305 26 No Female 8 85 55 20 24 4 0 136 42 No Female 12 88 74 40 35 3 0 378 48 No Female 9 152 78 34 34 2 0 893 33 Yes Female 0 198 66 32 41 3 0 502 28 Yes Female 0 188 82 14 32 0 682 22 Yes Female 5 139 64 35 28 6 0 411 26 No Female 7 168 88 42 38 2 0 787 40 Yes Female 2 197 70 99 34 7 0 575 62 Yes Female 2 142 82 18 24 7 0 761 21 No Female 8 126 74 38 25 9 0 162 39 No Female 3 158 76 36 31 6 0 851 28 Yes Female 3 130 78 23 28 4 0 323 34 Yes Female 2 100 54 28 37 8 0 498 24 No Female 1 164 82 43 32 8 0 341 50 No Female 4 95 60 32 35 4 0 284 28 No Female 2 122 52 43 36 2 0 816 28 No Female 4 85 58 22 27 8 0 306 28 No Female 0 151 90 46 42 1 0 371 21 Yes Female 6 144 72 27 33 9 0 255 40 No Female 3 111 90 12 28 4 0 495 29 No Female 1 107 68 19 26 5 0 165 24 No Female 6 115 60 39 33 7 0 245 40 Yes Female 5 105 72 29 36 9 0 159 28 No Female 7 194 68 28 35 9 0 745 41 Yes Female 4 184 78 39 37 0 264 31 Yes Female 0 95 85 25 37 4 0 247 24 Yes Female 7 124 70 33 25 5 0 161 37 No Female 1 111 62 13 24 0 138 23 No Female 7 137 90 41 32 0 391 39 No Female 9 57 80 37 32 8 0 096 41 No Female 2 157 74 35 39 4 0 134 30 No Female 2 95 54 14 26 1 0 748 22 No Female 12 140 85 33 37 4 0 244 41 No Female 0 117 66 31 30 8 0 493 22 No Female 8 100 74 40 39 4 0 661 43 Yes Female 9 123 70 44 33 1 0 374 40 No Female 0 138 60 35 34 6 0 534 21 Yes Female 14 100 78 25 36 6 0 412 46 Yes Female 14 175 62 30 33 6 0 212 38 Yes Female 0 74 52 10 27 8 0 269 22 No Female 1 133 102 28 32 8 0 234 45 Yes Female 0 119 64 18 34 9 0 725 23 No Female 5 155 84 44 38 7 0 619 34 No Female 1 128 48 45 40 5 0 613 24 Yes Female 2 112 68 22 34 1 0 315 26 No Female 1 140 74 26 24 1 0 828 23 No Female 2 141 58 34 25 4 0 699 24 No Female 7 129 68 49 38 5 0 439 43 Yes Female 0 106 70 37 39 4 0 605 22 No Female 1 118 58 36 33 3 0 261 23 No Female 8 155 62 26 34 0 543 46 Yes Female 6 148 72 35 33 6 0 627 50 Yes Female 1 85 66 29 26 6 0 351 31 No Female 1 89 66 23 28 1 0 167 21 No Female 3 78 50 32 31 0 248 26 Yes Female 2 197 70 45 30 5 0 158 53 Yes Female 5 166 72 19 25 8 0 587 51 Yes Female 0 118 84 47 45 8 0 551 31 Yes Female 1 103 30 38 43 3 0 183 33 No Female 3 126 88 41 39 3 0 704 27 No Female 9 119 80 35 29 0 263 29 Yes Female 1 97 66 15 23 2 0 487 22 No Female 5 109 75 26 36 0 546 60 No Female 3 88 58 11 24 8 0 267 22 No Female 10 122 78 31 27 6 0 512 45 No Female 4 103 60 33 24 0 966 33 No Female 9 102 76 37 32 9 0 665 46 Yes Female 2 90 68 42 38 2 0 503 27 Yes Female 4 111 72 47 37 1 1 39 56 Yes Female 3 180 64 25 34 0 271 26 No Female 7 106 92 18 22 7 0 235 48 No Female 9 171 110 24 45 4 0 721 54 Yes Female 0 180 66 39 42 1 893 25 Yes Female 2 71 70 27 28 0 586 22 No Female 1 103 80 11 19 4 0 491 22 No Female 1 101 50 15 24 2 0 526 26 No Female 5 88 66 21 24 4 0 342 30 No Female 7 150 66 42 34 7 0 718 42 No Female 1 73 50 10 23 0 248 21 No Female 0 105 64 41 41 5 0 173 22 No Female 5 99 74 27 29 0 203 32 No Female 0 109 88 30 32 5 0 855 38 Yes Female 1 95 66 13 19 6 0 334 25 No Female 4 146 85 27 28 9 0 189 27 No Female 2 100 66 20 32 9 0 867 28 Yes Female 4 129 86 20 35 1 0 231 23 No Female 5 95 72 33 37 7 0 37 27 No Female 2 112 66 22 25 0 307 24 No Female 3 113 44 13 22 4 0 14 22 No Female 7 83 78 26 29 3 0 767 36 No Female 0 101 65 28 24 6 0 237 22 No Female 13 106 72 54 36 6 0 178 45 No Female 2 100 68 25 38 5 0 324 26 No Female 15 136 70 32 37 1 0 153 43 Yes Female 4 123 80 15 32 0 443 34 No Female 7 81 78 40 46 7 0 261 42 No Female 2 92 62 28 31 6 0 13 24 No Female 6 93 50 30 28 7 0 356 23 No Female 1 122 90 51 49 7 0 325 31 Yes Female 1 81 72 18 26 6 0 283 24 No Female 1 126 56 29 28 7 0 801 21 No Female 4 144 58 28 29 5 0 287 37 No Female 1 89 76 34 31 2 0 192 23 No Female 7 160 54 32 30 5 0 588 39 Yes Female 4 97 60 23 28 2 0 443 22 No Female 0 162 76 56 53 2 0 759 25 Yes Female 2 107 74 30 33 6 0 404 23 No Female 1 88 30 42 55 0 496 26 Yes Female 1 117 88 24 34 5 0 403 40 Yes Female 4 173 70 14 29 7 0 361 33 Yes Female 3 170 64 37 34 5 0 356 30 Yes Female 8 84 74 31 38 3 0 457 39 No Female 0 100 70 26 30 8 0 597 21 No Female 0 93 60 25 28 7 0 532 22 No Female 5 106 82 30 39 5 0 286 38 No Female 2 108 52 26 32 5 0 318 22 No Female 2 106 64 35 30 5 1 4 34 No Female 2 90 70 17 27 3 0 085 22 No Female 9 156 86 28 34 3 1 189 42 Yes Female 1 153 82 42 40 6 0 687 23 No Female 7 152 88 44 50 0 337 36 Yes Female 2 88 74 19 29 0 229 22 No Female 17 163 72 41 40 9 0 817 47 Yes Female 4 151 90 38 29 7 0 294 36 No Female 7 102 74 40 37 2 0 204 45 No Female 0 114 80 34 44 2 0 167 27 No Female 6 104 74 18 29 9 0 722 41 Yes Female 2 75 64 24 29 7 0 37 33 No Female 8 179 72 42 32 7 0 719 36 Yes Female 0 129 110 46 67 1 0 319 26 Yes Female 1 128 98 41 32 1 321 33 Yes Female 8 109 76 39 27 9 0 64 31 Yes Female 4 109 64 44 34 8 0 905 26 Yes Female 0 113 80 16 31 0 874 21 No Female 0 108 68 20 27 3 0 787 32 No Female 5 111 72 28 23 9 0 407 27 No Female 8 196 76 29 37 5 0 605 57 Yes Female 2 81 60 22 27 7 0 29 25 No Female 0 147 85 54 42 8 0 375 24 No Female 5 109 62 41 35 8 0 514 25 Yes Female 6 125 68 30 30 0 464 32 No Female 5 85 74 22 29 1 224 32 Yes Female 7 142 60 33 28 8 0 687 61 No Female 1 100 66 15 23 6 0 666 26 No Female 1 87 78 27 34 6 0 101 22 No Female 3 162 52 38 37 2 0 652 24 Yes Female 4 197 70 39 36 7 2 329 31 No Female 0 117 80 31 45 2 0 089 24 No Female 6 134 80 37 46 2 0 238 46 Yes Female 3 74 68 28 29 7 0 293 23 No Female 7 181 84 21 35 9 0 586 51 Yes Female 0 179 90 27 44 1 0 686 23 Yes Female 1 91 64 24 29 2 0 192 21 No Female 4 91 70 32 33 1 0 446 22 No Female 6 119 50 22 27 1 1 318 33 Yes Female 2 146 76 35 38 2 0 329 29 No Female 9 184 85 15 30 1 213 49 Yes Female 0 165 90 33 52 3 0 427 23 No Female 9 124 70 33 35 4 0 282 34 No Female 1 111 86 19 30 1 0 143 23 No Female 2 90 80 14 24 4 0 249 24 No Female 1 113 64 35 33 6 0 543 21 Yes Female 3 111 56 39 30 1 0 557 30 No Female 11 155 76 28 33 3 1 353 51 Yes Female 4 95 70 32 32 1 0 612 24 No Female 5 96 74 18 33 6 0 997 43 No Female 2 128 64 42 40 1 101 24 No Female 10 101 86 37 45 6 1 136 38 Yes Female 2 108 62 32 25 2 0 128 21 No Female 2 100 70 52 40 5 0 677 25 No Female 7 106 60 24 26 5 0 296 29 Yes Female 0 104 64 23 27 8 0 454 23 No Female 2 108 62 10 25 3 0 881 22 No Female 7 133 88 15 32 4 0 262 37 No Female 7 136 74 26 26 0 647 51 No Female 1 119 86 39 45 6 0 808 29 Yes Female 4 96 56 17 20 8 0 34 26 No Female 0 78 88 29 36 9 0 434 21 No Female 0 107 62 30 36 6 0 757 25 Yes Female 6 151 62 31 35 5 0 692 28 No Female 2 146 70 38 28 0 337 29 Yes Female 0 126 84 29 30 7 0 52 24 No Female 2 144 58 33 31 6 0 422 25 Yes Female 2 120 76 37 39 7 0 215 29 No Female 10 161 68 23 25 5 0 326 47 Yes Female 0 128 68 19 30 5 1 391 25 Yes Female 2 124 68 28 32 9 0 875 30 Yes Female 2 155 74 17 26 6 0 433 27 Yes Female 3 113 50 10 29 5 0 626 25 No Female 7 109 80 31 35 9 1 127 43 Yes Female 3 115 66 39 38 1 0 15 28 No Female 13 152 90 33 26 8 0 731 43 Yes Female 2 112 75 32 35 7 0 148 21 No Female 1 157 72 21 25 6 0 123 24 No Female 1 122 64 32 35 1 0 692 30 Yes Female 2 102 86 36 45 5 0 127 23 Yes Female 6 105 70 32 30 8 0 122 37 No Female 8 118 72 19 23 1 1 476 46 No Female 2 87 58 16 32 7 0 166 25 No Female 1 95 60 18 23 9 0 26 22 No Female 1 130 70 13 25 9 0 472 22 No Female 1 95 74 21 25 9 0 673 36 No Female 8 126 88 36 38 5 0 349 49 No Female 1 139 46 19 28 7 0 654 22 No Male 3 99 62 19 21 8 0 279 26 No Male 1 125 50 40 33 3 0 962 28 Yes Male 1 196 76 36 36 5 0 875 29 Yes Male 5 189 64 33 31 2 0 583 29 Yes Male 5 103 108 37 39 2 0 305 65 No Male 4 147 74 25 34 9 0 385 30 No Male 5 99 54 28 34 0 499 30 No Male 3 81 86 16 27 5 0 306 22 No Male 3 173 82 48 38 4 2 137 25 Yes Male 0 84 64 22 35 8 0 545 21 No Male 0 98 82 15 25 2 0 299 22 No Male 1 87 60 37 37 2 0 509 22 No Male 0 93 100 39 43 4 1 021 35 No Male 0 105 68 22 20 0 236 22 No Male 1 90 62 18 25 1 1 268 25 No Male 1 125 70 24 24 3 0 221 25 No Male 1 119 54 13 22 3 0 205 24 No Male 5 116 74 29 32 3 0 66 35 Yes Male 8 105 100 36 43 3 0 239 45 Yes Male 3 100 68 23 31 6 0 949 28 No Male 1 131 64 14 23 7 0 389 21 No Male 2 127 58 24 27 7 1 6 25 No Male 3 96 56 34 24 7 0 944 39 No Male 3 193 70 31 34 9 0 241 25 Yes Male 5 136 84 41 35 0 286 35 Yes Male 9 72 78 25 31 6 0 28 38 No Male 1 172 68 49 42 4 0 702 28 Yes Male 6 102 90 39 35 7 0 674 28 No Male 1 112 72 30 34 4 0 528 25 No Male 1 143 84 23 42 4 1 076 22 No Male 3 173 84 33 35 7 0 258 22 Yes Male 4 144 82 32 38 5 0 554 37 Yes Male 3 129 64 29 26 4 0 219 28 Yes Male 1 119 88 41 45 3 0 507 26 No Male 2 94 68 18 26 0 561 21 No Male 0 102 64 46 40 6 0 496 21 No Male 8 151 78 32 42 9 0 516 36 Yes Male 1 181 64 30 34 1 0 328 38 Yes Male 1 95 82 25 35 0 233 43 Yes Male 3 89 74 16 30 4 0 551 38 No Male 1 80 74 11 30 0 527 22 No Male 1 90 68 8 24 5 1 138 36 No Male 0 189 104 25 34 3 0 435 41 Yes Male 4 117 64 27 33 2 0 23 24 No Male 0 180 78 63 59 4 2 42 25 Yes Male 0 104 64 37 33 6 0 51 22 Yes Male 0 120 74 18 30 5 0 285 26 No Male 1 82 64 13 21 2 0 415 23 No Male 0 91 68 32 39 9 0 381 25 No Male 9 134 74 33 25 9 0 46 81 No Male 9 120 72 22 20 8 0 733 48 No Male 8 74 70 40 35 3 0 705 39 No Male 5 88 78 30 27 6 0 258 37 No Male 0 124 56 13 21 8 0 452 21 No Male 0 97 64 36 36 8 0 6 25 No Male 1 144 82 40 41 3 0 607 28 No Male 0 137 70 38 33 2 0 17 22 No Male 4 132 86 31 28 0 419 63 No Male 3 158 70 30 35 5 0 344 35 Yes Male 0 123 88 37 35 2 0 197 29 No Male 0 84 82 31 38 2 0 233 23 No Male 0 135 68 42 42 3 0 365 24 Yes Male 1 139 62 41 40 7 0 536 21 No Male 0 173 78 32 46 5 1 159 58 No Male 2 83 65 28 36 8 0 629 24 No Male 2 89 90 30 33 5 0 292 42 No Male 4 99 68 38 32 8 0 145 33 No Male 4 125 70 18 28 9 1 144 45 Yes Male 2 81 72 15 30 1 0 547 25 No Male 6 154 74 32 29 3 0 839 39 No Male 2 117 90 19 25 2 0 313 21 No Male 3 84 72 32 37 2 0 267 28 No Male 7 94 64 25 33 3 0 738 41 No Male 3 96 78 39 37 3 0 238 40 No Male 12 84 72 31 29 7 0 297 46 Yes Male 3 99 54 19 25 6 0 154 24 No Male 3 163 70 18 31 6 0 268 28 Yes Male 9 145 88 34 30 3 0 771 53 Yes Male 6 129 90 7 19 6 0 582 60 No Male 2 68 70 32 25 0 187 25 No Male 3 87 60 18 21 8 0 444 21 No Male 2 122 60 18 29 8 0 717 22 No Male 1 77 56 30 33 3 1 251 24 No Male 0 127 80 37 36 3 0 804 23 No Male 3 128 72 25 32 4 0 549 27 Yes Male 10 90 85 32 34 9 0 825 56 Yes Male 4 84 90 23 39 5 0 159 25 No Male 1 88 78 29 32 0 365 29 No Male 8 186 90 35 34 5 0 423 37 Yes Male 5 187 76 27 43 6 1 034 53 Yes Male 4 131 68 21 33 1 0 16 28 No Male 1 116 70 28 27 4 0 204 21 No Male 3 84 68 30 31 9 0 591 25 No Male 1 88 62 24 29 9 0 422 23 No Male 1 84 64 23 36 9 0 471 28 No Male 11 103 68 40 46 2 0 126 42 No Male 6 99 60 19 26 9 0 497 32 No Male 1 99 72 30 38 6 0 412 21 No Male 3 111 58 31 29 5 0 43 22 No Male 2 98 60 17 34 7 0 198 22 No Male 1 143 86 30 30 1 0 892 23 No Male 1 119 44 47 35 5 0 28 25 No Male 6 108 44 20 24 0 813 35 No Male 3 176 86 27 33 3 1 154 52 Yes Male 11 111 84 40 46 8 0 925 45 Yes Male 2 112 78 50 39 4 0 175 24 No Male 2 82 52 22 28 5 1 699 25 No Male 6 123 72 45 33 6 0 733 34 No Male 1 89 24 19 27 8 0 559 21 No Male 1 108 88 19 27 1 0 4 24 No Male 1 124 60 32 35 8 0 514 21 No Male 1 181 78 42 40 1 258 22 Yes Male 1 92 62 25 19 5 0 482 25 No Male 0 152 82 39 41 5 0 27 27 No Male 3 174 58 22 32 9 0 593 36 Yes Male 6 105 80 28 32 5 0 878 26 No Male 11 138 74 26 36 1 0 557 50 Yes Male 2 68 62 13 20 1 0 257 23 No Male 9 112 82 24 28 2 1 282 50 Yes Male 0 94 70 27 43 5 0 347 21 No Male 4 90 88 47 37 7 0 362 29 No Male 4 94 65 22 24 7 0 148 21 No Male 0 102 78 40 34 5 0 238 24 No Male 1 128 82 17 27 5 0 115 22 No Male 7 97 76 32 40 9 0 871 32 Yes Male 1 100 74 12 19 5 0 149 28 No Male 3 103 72 30 27 6 0 73 27 No Male 0 179 50 36 37 8 0 455 22 Yes Male 11 136 84 35 28 3 0 26 42 Yes Male 1 117 60 23 33 8 0 466 27 No Male 2 155 52 27 38 7 0 24 25 Yes Male 2 101 58 35 21 8 0 155 22 No Male 1 112 80 45 34 8 0 217 24 No Male 4 145 82 18 32 5 0 235 70 Yes Male 10 111 70 27 27 5 0 141 40 Yes Male 6 98 58 33 34 0 43 43 No Male 6 165 68 26 33 6 0 631 49 No Male 10 68 106 23 35 5 0 285 47 No Male 3 123 100 35 57 3 0 88 22 No Male 0 162 76 36 49 6 0 364 26 Yes Male 0 95 64 39 44 6 0 366 22 No Male 2 129 74 26 33 2 0 591 25 No Male 1 107 50 19 28 3 0 181 29 No Male 7 142 90 24 30 4 0 128 43 Yes Male 3 169 74 19 29 9 0 268 31 Yes Male 6 80 80 36 39 8 0 177 28 No Male 2 127 46 21 34 4 0 176 22 No Male 2 93 64 32 38 0 674 23 Yes Male 5 126 78 27 29 6 0 439 40 No Male 10 129 62 36 41 2 0 441 38 Yes Male 0 134 58 20 26 4 0 352 21 No Male 7 187 50 33 33 9 0 826 34 Yes Male 3 173 78 39 33 8 0 97 31 Yes Male 10 94 72 18 23 1 0 595

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As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents.

As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents. Complete the following using the "Diabetes Data Set".

Perform a multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables. Which factors significantly affect glucose level at 5% significant level? Write out the predictive model.
Performa Bayesian multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables. Which factors significantly affect glucose level at 95% credible interval? Write out the predictive model.
Between the two models, which one should the department depend on in predicting the glucose level of residents. Support your rationale with specific examples.

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As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents.

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Diabetes Data Set
Gender	nhosp	glu	bp	skin	bmi	rda	age	diabetes
Male	5	86	68	28	30.2	0.364	24	No
Male	7	195	70	33	25.1	0.163	55	Yes
Male	5	77	82	41	35.8	0.156	35	No
Male	0	165	76	43	47.9	0.259	26	No
Male	0	107	60	25	26.4	0.133	23	No
Male	5	97	76	27	35.6	0.378	52	Yes
Male	3	83	58	31	34.3	0.336	25	No
Male	1	193	50	16	25.9	0.655	24	No
Male	3	142	80	15	32.4	0.2	63	No
Male	2	128	78	37	43.3	1.224	31	Yes
Male	0	137	40	35	43.1	2.288	33	Yes
Male	9	154	78	30	30.9	0.164	45	No
Male	1	189	60	23	30.1	0.398	59	Yes
Male	12	92	62	7	27.6	0.926	44	Yes
Male	1	86	66	52	41.3	0.917	29	No
Male	4	99	76	15	23.2	0.223	21	No
Male	1	109	60	8	25.4	0.947	21	No
Male	11	143	94	33	36.6	0.254	51	Yes
Male	1	149	68	29	29.3	0.349	42	Yes
Male	0	139	62	17	22.1	0.207	21	No
Male	2	99	70	16	20.4	0.235	27	No
Male	1	100	66	29	32	0.444	42	No
Male	4	83	86	19	29.3	0.317	34	No
Male	0	101	64	17	21	0.252	21	No
Male	1	87	68	34	37.6	0.401	24	No
Male	9	164	84	21	30.8	0.831	32	Yes
Male	1	99	58	10	25.4	0.551	21	No
Male	0	140	65	26	42.6	0.431	24	Yes
Male	5	108	72	43	36.1	0.263	33	No
Male	2	110	74	29	32.4	0.698	27	No
Male	1	79	60	42	43.5	0.678	23	No
Male	3	148	66	25	32.5	0.256	22	No
Male	0	121	66	30	34.3	0.203	33	Yes
Male	3	158	64	13	31.2	0.295	24	No
Male	2	105	80	45	33.7	0.711	29	Yes
Female	13	145	82	19	22.2	0.245	57	No
Female	1	79	80	25	25.4	0.583	22	No
Female	1	71	48	18	20.4	0.323	22	No
Female	0	102	86	17	29.3	0.695	27	No
Female	0	119	66	27	38.8	0.259	22	No
Female	8	176	90	34	33.7	0.467	58	Yes
Female	1	97	68	21	27.2	1.095	22	No
Female	4	129	60	12	27.5	0.527	31	No
Female	1	97	64	19	18.2	0.299	21	No
Female	0	86	68	32	35.8	0.238	25	No
Female	2	125	60	20	33.8	0.088	31	No
Female	5	123	74	40	34.1	0.269	28	No
Female	2	92	76	20	24.2	1.698	28	No
Female	3	171	72	33	33.3	0.199	24	Yes
Female	1	199	76	43	42.9	1.394	22	Yes
Female	3	116	74	15	26.3	0.107	24	No
Female	2	83	66	23	32.2	0.497	22	No
Female	8	154	78	32	32.4	0.443	45	Yes
Female	1	114	66	36	38.1	0.289	21	No
Female	1	106	70	28	34.2	0.142	22	No
Female	4	127	88	11	34.5	0.598	28	No
Female	1	124	74	36	27.8	0.1	30	No
Female	1	109	38	18	23.1	0.407	26	No
Female	2	123	48	32	42.1	0.52	26	No
Female	8	167	106	46	37.6	0.165	43	Yes
Female	7	184	84	33	35.5	0.355	41	Yes
Female	1	96	64	27	33.2	0.289	21	No
Female	10	129	76	28	35.9	0.28	39	No
Female	6	92	62	32	32	0.085	46	No
Female	6	109	60	27	25	0.206	27	No
Female	5	139	80	35	31.6	0.361	25	Yes
Female	6	134	70	23	35.4	0.542	29	Yes
Female	3	106	54	21	30.9	0.292	24	No
Female	0	131	66	40	34.3	0.196	22	Yes
Female	0	135	94	46	40.6	0.284	26	No
Female	5	158	84	41	39.4	0.395	29	Yes
Female	3	112	74	30	31.6	0.197	25	Yes
Female	8	181	68	36	30.1	0.615	60	Yes
Female	2	121	70	32	39.1	0.886	23	No
Female	1	168	88	29	35	0.905	52	Yes
Female	1	144	82	46	46.1	0.335	46	Yes
Female	2	101	58	17	24.2	0.614	23	No
Female	2	96	68	13	21.1	0.647	26	No
Female	3	107	62	13	22.9	0.678	23	Yes
Female	12	121	78	17	26.5	0.259	62	No
Female	2	100	64	23	29.7	0.368	21	No
Female	4	154	72	29	31.3	0.338	37	No
Female	6	125	78	31	27.6	0.565	49	Yes
Female	10	125	70	26	31.1	0.205	41	Yes
Female	2	122	76	27	35.9	0.483	26	No
Female	2	114	68	22	28.7	0.092	25	No
Female	1	115	70	30	34.6	0.529	32	Yes
Female	7	114	76	17	23.8	0.466	31	No
Female	2	115	64	22	30.8	0.421	21	No
Female	1	130	60	23	28.6	0.692	21	No
Female	1	79	75	30	32	0.396	22	No
Female	4	112	78	40	39.4	0.236	38	No
Female	7	150	78	29	35.2	0.692	54	Yes
Female	1	91	54	25	25.2	0.234	23	No
Female	1	100	72	12	25.3	0.658	28	No
Female	12	140	82	43	39.2	0.528	58	Yes
Female	4	110	76	20	28.4	0.118	27	No
Female	2	94	76	18	31.6	0.649	23	No
Female	2	84	50	23	30.4	0.968	21	No
Female	10	148	84	48	37.6	1.001	51	Yes
Female	3	61	82	28	34.4	0.243	46	No
Female	4	117	62	12	29.7	0.38	30	Yes
Female	3	99	80	11	19.3	0.284	30	No
Female	3	80	82	31	34.2	1.292	27	Yes
Female	4	154	62	31	32.8	0.237	23	No
Female	6	103	72	32	37.7	0.324	55	No
Female	6	111	64	39	34.2	0.26	24	No
Female	0	124	70	20	27.4	0.254	36	Yes
Female	1	143	74	22	26.2	0.256	21	No
Female	1	81	74	41	46.3	1.096	32	No
Female	4	189	110	31	28.5	0.68	37	No
Female	4	116	72	12	22.1	0.463	37	No
Female	7	103	66	32	39.1	0.344	31	Yes
Female	8	124	76	24	28.7	0.687	52	Yes
Female	1	71	78	50	33.2	0.422	21	No
Female	0	137	84	27	27.3	0.231	59	No
Female	9	112	82	32	34.2	0.26	36	Yes
Female	4	148	60	27	30.9	0.15	29	Yes
Female	1	136	74	50	37.4	0.399	24	No
Female	9	145	80	46	37.9	0.637	40	Yes
Female	1	93	56	11	22.5	0.417	22	No
Female	1	107	72	30	30.8	0.821	24	No
Female	12	151	70	40	41.8	0.742	38	Yes
Female	1	97	70	40	38.1	0.218	30	No
Female	5	144	82	26	32	0.452	58	Yes
Female	2	112	86	42	38.4	0.246	28	No
Female	2	99	52	15	24.6	0.637	21	No
Female	1	109	56	21	25.2	0.833	23	No
Female	1	120	80	48	38.9	1.162	41	No
Female	7	187	68	39	37.7	0.254	41	Yes
Female	3	129	92	49	36.4	0.968	32	Yes
Female	7	179	95	31	34.2	0.164	60	No
Female	6	80	66	30	26.2	0.313	41	No
Female	2	105	58	40	34.9	0.225	25	No
Female	3	191	68	15	30.9	0.299	34	No
Female	0	95	80	45	36.5	0.33	26	No
Female	4	99	72	17	25.6	0.294	28	No
Female	0	137	68	14	24.8	0.143	21	No
Female	1	97	70	15	18.2	0.147	21	No
Female	0	100	88	60	46.8	0.962	31	No
Female	1	167	74	17	23.4	0.447	33	Yes
Female	0	180	90	26	36.5	0.314	35	Yes
Female	2	122	70	27	36.8	0.34	27	No
Female	1	90	62	12	27.2	0.58	24	No
Female	3	120	70	30	42.9	0.452	30	No
Female	6	154	78	41	46.1	0.571	27	No
Female	2	56	56	28	24.2	0.332	22	No
Female	0	177	60	29	34.6	1.072	21	Yes
Female	3	124	80	33	33.2	0.305	26	No
Female	8	85	55	20	24.4	0.136	42	No
Female	12	88	74	40	35.3	0.378	48	No
Female	9	152	78	34	34.2	0.893	33	Yes
Female	0	198	66	32	41.3	0.502	28	Yes
Female	0	188	82	14	32	0.682	22	Yes
Female	5	139	64	35	28.6	0.411	26	No
Female	7	168	88	42	38.2	0.787	40	Yes
Female	2	197	70	99	34.7	0.575	62	Yes
Female	2	142	82	18	24.7	0.761	21	No
Female	8	126	74	38	25.9	0.162	39	No
Female	3	158	76	36	31.6	0.851	28	Yes
Female	3	130	78	23	28.4	0.323	34	Yes
Female	2	100	54	28	37.8	0.498	24	No
Female	1	164	82	43	32.8	0.341	50	No
Female	4	95	60	32	35.4	0.284	28	No
Female	2	122	52	43	36.2	0.816	28	No
Female	4	85	58	22	27.8	0.306	28	No
Female	0	151	90	46	42.1	0.371	21	Yes
Female	6	144	72	27	33.9	0.255	40	No
Female	3	111	90	12	28.4	0.495	29	No
Female	1	107	68	19	26.5	0.165	24	No
Female	6	115	60	39	33.7	0.245	40	Yes
Female	5	105	72	29	36.9	0.159	28	No
Female	7	194	68	28	35.9	0.745	41	Yes
Female	4	184	78	39	37	0.264	31	Yes
Female	0	95	85	25	37.4	0.247	24	Yes
Female	7	124	70	33	25.5	0.161	37	No
Female	1	111	62	13	24	0.138	23	No
Female	7	137	90	41	32	0.391	39	No
Female	9	57	80	37	32.8	0.096	41	No
Female	2	157	74	35	39.4	0.134	30	No
Female	2	95	54	14	26.1	0.748	22	No
Female	12	140	85	33	37.4	0.244	41	No
Female	0	117	66	31	30.8	0.493	22	No
Female	8	100	74	40	39.4	0.661	43	Yes
Female	9	123	70	44	33.1	0.374	40	No
Female	0	138	60	35	34.6	0.534	21	Yes
Female	14	100	78	25	36.6	0.412	46	Yes
Female	14	175	62	30	33.6	0.212	38	Yes
Female	0	74	52	10	27.8	0.269	22	No
Female	1	133	102	28	32.8	0.234	45	Yes
Female	0	119	64	18	34.9	0.725	23	No
Female	5	155	84	44	38.7	0.619	34	No
Female	1	128	48	45	40.5	0.613	24	Yes
Female	2	112	68	22	34.1	0.315	26	No
Female	1	140	74	26	24.1	0.828	23	No
Female	2	141	58	34	25.4	0.699	24	No
Female	7	129	68	49	38.5	0.439	43	Yes
Female	0	106	70	37	39.4	0.605	22	No
Female	1	118	58	36	33.3	0.261	23	No
Female	8	155	62	26	34	0.543	46	Yes
Female	6	148	72	35	33.6	0.627	50	Yes
Female	1	85	66	29	26.6	0.351	31	No
Female	1	89	66	23	28.1	0.167	21	No
Female	3	78	50	32	31	0.248	26	Yes
Female	2	197	70	45	30.5	0.158	53	Yes
Female	5	166	72	19	25.8	0.587	51	Yes
Female	0	118	84	47	45.8	0.551	31	Yes
Female	1	103	30	38	43.3	0.183	33	No
Female	3	126	88	41	39.3	0.704	27	No
Female	9	119	80	35	29	0.263	29	Yes
Female	1	97	66	15	23.2	0.487	22	No
Female	5	109	75	26	36	0.546	60	No
Female	3	88	58	11	24.8	0.267	22	No
Female	10	122	78	31	27.6	0.512	45	No
Female	4	103	60	33	24	0.966	33	No
Female	9	102	76	37	32.9	0.665	46	Yes
Female	2	90	68	42	38.2	0.503	27	Yes
Female	4	111	72	47	37.1	1.39	56	Yes
Female	3	180	64	25	34	0.271	26	No
Female	7	106	92	18	22.7	0.235	48	No
Female	9	171	110	24	45.4	0.721	54	Yes
Female	0	180	66	39	42	1.893	25	Yes
Female	2	71	70	27	28	0.586	22	No
Female	1	103	80	11	19.4	0.491	22	No
Female	1	101	50	15	24.2	0.526	26	No
Female	5	88	66	21	24.4	0.342	30	No
Female	7	150	66	42	34.7	0.718	42	No
Female	1	73	50	10	23	0.248	21	No
Female	0	105	64	41	41.5	0.173	22	No
Female	5	99	74	27	29	0.203	32	No
Female	0	109	88	30	32.5	0.855	38	Yes
Female	1	95	66	13	19.6	0.334	25	No
Female	4	146	85	27	28.9	0.189	27	No
Female	2	100	66	20	32.9	0.867	28	Yes
Female	4	129	86	20	35.1	0.231	23	No
Female	5	95	72	33	37.7	0.37	27	No
Female	2	112	66	22	25	0.307	24	No
Female	3	113	44	13	22.4	0.14	22	No
Female	7	83	78	26	29.3	0.767	36	No
Female	0	101	65	28	24.6	0.237	22	No
Female	13	106	72	54	36.6	0.178	45	No
Female	2	100	68	25	38.5	0.324	26	No
Female	15	136	70	32	37.1	0.153	43	Yes
Female	4	123	80	15	32	0.443	34	No
Female	7	81	78	40	46.7	0.261	42	No
Female	2	92	62	28	31.6	0.13	24	No
Female	6	93	50	30	28.7	0.356	23	No
Female	1	122	90	51	49.7	0.325	31	Yes
Female	1	81	72	18	26.6	0.283	24	No
Female	1	126	56	29	28.7	0.801	21	No
Female	4	144	58	28	29.5	0.287	37	No
Female	1	89	76	34	31.2	0.192	23	No
Female	7	160	54	32	30.5	0.588	39	Yes
Female	4	97	60	23	28.2	0.443	22	No
Female	0	162	76	56	53.2	0.759	25	Yes
Female	2	107	74	30	33.6	0.404	23	No
Female	1	88	30	42	55	0.496	26	Yes
Female	1	117	88	24	34.5	0.403	40	Yes
Female	4	173	70	14	29.7	0.361	33	Yes
Female	3	170	64	37	34.5	0.356	30	Yes
Female	8	84	74	31	38.3	0.457	39	No
Female	0	100	70	26	30.8	0.597	21	No
Female	0	93	60	25	28.7	0.532	22	No
Female	5	106	82	30	39.5	0.286	38	No
Female	2	108	52	26	32.5	0.318	22	No
Female	2	106	64	35	30.5	1.4	34	No
Female	2	90	70	17	27.3	0.085	22	No
Female	9	156	86	28	34.3	1.189	42	Yes
Female	1	153	82	42	40.6	0.687	23	No
Female	7	152	88	44	50	0.337	36	Yes
Female	2	88	74	19	29	0.229	22	No
Female	17	163	72	41	40.9	0.817	47	Yes
Female	4	151	90	38	29.7	0.294	36	No
Female	7	102	74	40	37.2	0.204	45	No
Female	0	114	80	34	44.2	0.167	27	No
Female	6	104	74	18	29.9	0.722	41	Yes
Female	2	75	64	24	29.7	0.37	33	No
Female	8	179	72	42	32.7	0.719	36	Yes
Female	0	129	110	46	67.1	0.319	26	Yes
Female	1	128	98	41	32	1.321	33	Yes
Female	8	109	76	39	27.9	0.64	31	Yes
Female	4	109	64	44	34.8	0.905	26	Yes
Female	0	113	80	16	31	0.874	21	No
Female	0	108	68	20	27.3	0.787	32	No
Female	5	111	72	28	23.9	0.407	27	No
Female	8	196	76	29	37.5	0.605	57	Yes
Female	2	81	60	22	27.7	0.29	25	No
Female	0	147	85	54	42.8	0.375	24	No
Female	5	109	62	41	35.8	0.514	25	Yes
Female	6	125	68	30	30	0.464	32	No
Female	5	85	74	22	29	1.224	32	Yes
Female	7	142	60	33	28.8	0.687	61	No
Female	1	100	66	15	23.6	0.666	26	No
Female	1	87	78	27	34.6	0.101	22	No
Female	3	162	52	38	37.2	0.652	24	Yes
Female	4	197	70	39	36.7	2.329	31	No
Female	0	117	80	31	45.2	0.089	24	No
Female	6	134	80	37	46.2	0.238	46	Yes
Female	3	74	68	28	29.7	0.293	23	No
Female	7	181	84	21	35.9	0.586	51	Yes
Female	0	179	90	27	44.1	0.686	23	Yes
Female	1	91	64	24	29.2	0.192	21	No
Female	4	91	70	32	33.1	0.446	22	No
Female	6	119	50	22	27.1	1.318	33	Yes
Female	2	146	76	35	38.2	0.329	29	No
Female	9	184	85	15	30	1.213	49	Yes
Female	0	165	90	33	52.3	0.427	23	No
Female	9	124	70	33	35.4	0.282	34	No
Female	1	111	86	19	30.1	0.143	23	No
Female	2	90	80	14	24.4	0.249	24	No
Female	1	113	64	35	33.6	0.543	21	Yes
Female	3	111	56	39	30.1	0.557	30	No
Female	11	155	76	28	33.3	1.353	51	Yes
Female	4	95	70	32	32.1	0.612	24	No
Female	5	96	74	18	33.6	0.997	43	No
Female	2	128	64	42	40	1.101	24	No
Female	10	101	86	37	45.6	1.136	38	Yes
Female	2	108	62	32	25.2	0.128	21	No
Female	2	100	70	52	40.5	0.677	25	No
Female	7	106	60	24	26.5	0.296	29	Yes
Female	0	104	64	23	27.8	0.454	23	No
Female	2	108	62	10	25.3	0.881	22	No
Female	7	133	88	15	32.4	0.262	37	No
Female	7	136	74	26	26	0.647	51	No
Female	1	119	86	39	45.6	0.808	29	Yes
Female	4	96	56	17	20.8	0.34	26	No
Female	0	78	88	29	36.9	0.434	21	No
Female	0	107	62	30	36.6	0.757	25	Yes
Female	6	151	62	31	35.5	0.692	28	No
Female	2	146	70	38	28	0.337	29	Yes
Female	0	126	84	29	30.7	0.52	24	No
Female	2	144	58	33	31.6	0.422	25	Yes
Female	2	120	76	37	39.7	0.215	29	No
Female	10	161	68	23	25.5	0.326	47	Yes
Female	0	128	68	19	30.5	1.391	25	Yes
Female	2	124	68	28	32.9	0.875	30	Yes
Female	2	155	74	17	26.6	0.433	27	Yes
Female	3	113	50	10	29.5	0.626	25	No
Female	7	109	80	31	35.9	1.127	43	Yes
Female	3	115	66	39	38.1	0.15	28	No
Female	13	152	90	33	26.8	0.731	43	Yes
Female	2	112	75	32	35.7	0.148	21	No
Female	1	157	72	21	25.6	0.123	24	No
Female	1	122	64	32	35.1	0.692	30	Yes
Female	2	102	86	36	45.5	0.127	23	Yes
Female	6	105	70	32	30.8	0.122	37	No
Female	8	118	72	19	23.1	1.476	46	No
Female	2	87	58	16	32.7	0.166	25	No
Female	1	95	60	18	23.9	0.26	22	No
Female	1	130	70	13	25.9	0.472	22	No
Female	1	95	74	21	25.9	0.673	36	No
Female	8	126	88	36	38.5	0.349	49	No
Female	1	139	46	19	28.7	0.654	22	No
Male	3	99	62	19	21.8	0.279	26	No
Male	1	125	50	40	33.3	0.962	28	Yes
Male	1	196	76	36	36.5	0.875	29	Yes
Male	5	189	64	33	31.2	0.583	29	Yes
Male	5	103	108	37	39.2	0.305	65	No
Male	4	147	74	25	34.9	0.385	30	No
Male	5	99	54	28	34	0.499	30	No
Male	3	81	86	16	27.5	0.306	22	No
Male	3	173	82	48	38.4	2.137	25	Yes
Male	0	84	64	22	35.8	0.545	21	No
Male	0	98	82	15	25.2	0.299	22	No
Male	1	87	60	37	37.2	0.509	22	No
Male	0	93	100	39	43.4	1.021	35	No
Male	0	105	68	22	20	0.236	22	No
Male	1	90	62	18	25.1	1.268	25	No
Male	1	125	70	24	24.3	0.221	25	No
Male	1	119	54	13	22.3	0.205	24	No
Male	5	116	74	29	32.3	0.66	35	Yes
Male	8	105	100	36	43.3	0.239	45	Yes
Male	3	100	68	23	31.6	0.949	28	No
Male	1	131	64	14	23.7	0.389	21	No
Male	2	127	58	24	27.7	1.6	25	No
Male	3	96	56	34	24.7	0.944	39	No
Male	3	193	70	31	34.9	0.241	25	Yes
Male	5	136	84	41	35	0.286	35	Yes
Male	9	72	78	25	31.6	0.28	38	No
Male	1	172	68	49	42.4	0.702	28	Yes
Male	6	102	90	39	35.7	0.674	28	No
Male	1	112	72	30	34.4	0.528	25	No
Male	1	143	84	23	42.4	1.076	22	No
Male	3	173	84	33	35.7	0.258	22	Yes
Male	4	144	82	32	38.5	0.554	37	Yes
Male	3	129	64	29	26.4	0.219	28	Yes
Male	1	119	88	41	45.3	0.507	26	No
Male	2	94	68	18	26	0.561	21	No
Male	0	102	64	46	40.6	0.496	21	No
Male	8	151	78	32	42.9	0.516	36	Yes
Male	1	181	64	30	34.1	0.328	38	Yes
Male	1	95	82	25	35	0.233	43	Yes
Male	3	89	74	16	30.4	0.551	38	No
Male	1	80	74	11	30	0.527	22	No
Male	1	90	68	8	24.5	1.138	36	No
Male	0	189	104	25	34.3	0.435	41	Yes
Male	4	117	64	27	33.2	0.23	24	No
Male	0	180	78	63	59.4	2.42	25	Yes
Male	0	104	64	37	33.6	0.51	22	Yes
Male	0	120	74	18	30.5	0.285	26	No
Male	1	82	64	13	21.2	0.415	23	No
Male	0	91	68	32	39.9	0.381	25	No
Male	9	134	74	33	25.9	0.46	81	No
Male	9	120	72	22	20.8	0.733	48	No
Male	8	74	70	40	35.3	0.705	39	No
Male	5	88	78	30	27.6	0.258	37	No
Male	0	124	56	13	21.8	0.452	21	No
Male	0	97	64	36	36.8	0.6	25	No
Male	1	144	82	40	41.3	0.607	28	No
Male	0	137	70	38	33.2	0.17	22	No
Male	4	132	86	31	28	0.419	63	No
Male	3	158	70	30	35.5	0.344	35	Yes
Male	0	123	88	37	35.2	0.197	29	No
Male	0	84	82	31	38.2	0.233	23	No
Male	0	135	68	42	42.3	0.365	24	Yes
Male	1	139	62	41	40.7	0.536	21	No
Male	0	173	78	32	46.5	1.159	58	No
Male	2	83	65	28	36.8	0.629	24	No
Male	2	89	90	30	33.5	0.292	42	No
Male	4	99	68	38	32.8	0.145	33	No
Male	4	125	70	18	28.9	1.144	45	Yes
Male	2	81	72	15	30.1	0.547	25	No
Male	6	154	74	32	29.3	0.839	39	No
Male	2	117	90	19	25.2	0.313	21	No
Male	3	84	72	32	37.2	0.267	28	No
Male	7	94	64	25	33.3	0.738	41	No
Male	3	96	78	39	37.3	0.238	40	No
Male	12	84	72	31	29.7	0.297	46	Yes
Male	3	99	54	19	25.6	0.154	24	No
Male	3	163	70	18	31.6	0.268	28	Yes
Male	9	145	88	34	30.3	0.771	53	Yes
Male	6	129	90	7	19.6	0.582	60	No
Male	2	68	70	32	25	0.187	25	No
Male	3	87	60	18	21.8	0.444	21	No
Male	2	122	60	18	29.8	0.717	22	No
Male	1	77	56	30	33.3	1.251	24	No
Male	0	127	80	37	36.3	0.804	23	No
Male	3	128	72	25	32.4	0.549	27	Yes
Male	10	90	85	32	34.9	0.825	56	Yes
Male	4	84	90	23	39.5	0.159	25	No
Male	1	88	78	29	32	0.365	29	No
Male	8	186	90	35	34.5	0.423	37	Yes
Male	5	187	76	27	43.6	1.034	53	Yes
Male	4	131	68	21	33.1	0.16	28	No
Male	1	116	70	28	27.4	0.204	21	No
Male	3	84	68	30	31.9	0.591	25	No
Male	1	88	62	24	29.9	0.422	23	No
Male	1	84	64	23	36.9	0.471	28	No
Male	11	103	68	40	46.2	0.126	42	No
Male	6	99	60	19	26.9	0.497	32	No
Male	1	99	72	30	38.6	0.412	21	No
Male	3	111	58	31	29.5	0.43	22	No
Male	2	98	60	17	34.7	0.198	22	No
Male	1	143	86	30	30.1	0.892	23	No
Male	1	119	44	47	35.5	0.28	25	No
Male	6	108	44	20	24	0.813	35	No
Male	3	176	86	27	33.3	1.154	52	Yes
Male	11	111	84	40	46.8	0.925	45	Yes
Male	2	112	78	50	39.4	0.175	24	No
Male	2	82	52	22	28.5	1.699	25	No
Male	6	123	72	45	33.6	0.733	34	No
Male	1	89	24	19	27.8	0.559	21	No
Male	1	108	88	19	27.1	0.4	24	No
Male	1	124	60	32	35.8	0.514	21	No
Male	1	181	78	42	40	1.258	22	Yes
Male	1	92	62	25	19.5	0.482	25	No
Male	0	152	82	39	41.5	0.27	27	No
Male	3	174	58	22	32.9	0.593	36	Yes
Male	6	105	80	28	32.5	0.878	26	No
Male	11	138	74	26	36.1	0.557	50	Yes
Male	2	68	62	13	20.1	0.257	23	No
Male	9	112	82	24	28.2	1.282	50	Yes
Male	0	94	70	27	43.5	0.347	21	No
Male	4	90	88	47	37.7	0.362	29	No
Male	4	94	65	22	24.7	0.148	21	No
Male	0	102	78	40	34.5	0.238	24	No
Male	1	128	82	17	27.5	0.115	22	No
Male	7	97	76	32	40.9	0.871	32	Yes
Male	1	100	74	12	19.5	0.149	28	No
Male	3	103	72	30	27.6	0.73	27	No
Male	0	179	50	36	37.8	0.455	22	Yes
Male	11	136	84	35	28.3	0.26	42	Yes
Male	1	117	60	23	33.8	0.466	27	No
Male	2	155	52	27	38.7	0.24	25	Yes
Male	2	101	58	35	21.8	0.155	22	No
Male	1	112	80	45	34.8	0.217	24	No
Male	4	145	82	18	32.5	0.235	70	Yes
Male	10	111	70	27	27.5	0.141	40	Yes
Male	6	98	58	33	34	0.43	43	No
Male	6	165	68	26	33.6	0.631	49	No
Male	10	68	106	23	35.5	0.285	47	No
Male	3	123	100	35	57.3	0.88	22	No
Male	0	162	76	36	49.6	0.364	26	Yes
Male	0	95	64	39	44.6	0.366	22	No
Male	2	129	74	26	33.2	0.591	25	No
Male	1	107	50	19	28.3	0.181	29	No
Male	7	142	90	24	30.4	0.128	43	Yes
Male	3	169	74	19	29.9	0.268	31	Yes
Male	6	80	80	36	39.8	0.177	28	No
Male	2	127	46	21	34.4	0.176	22	No
Male	2	93	64	32	38	0.674	23	Yes
Male	5	126	78	27	29.6	0.439	40	No
Male	10	129	62	36	41.2	0.441	38	Yes
Male	0	134	58	20	26.4	0.352	21	No
Male	7	187	50	33	33.9	0.826	34	Yes
Male	3	173	78	39	33.8	0.97	31	Yes
Male	10	94	72	18	23.1	0.595