24. Table 9.16 shows recent data from all 67 Florida counties on crime rate (number of crimes per 1000 residents). median income (in thousands of dollars), percentage of residents with at least a high school education (of those aged at least 25). and the percentage of the county's residents living in an urban environinent. Using crime rate as the response vari-

TABLE 9.16 Crime Median High Percent Cnme County Rate School Urbant County Rale Median High Percent Income School Urban ALACHUA 104 221 827 73.2 LAFAYETTT: 0 207 582 00 BAKER 20 258 64.1 215 LAKE 42 23.4 706 43.2 BAY 64 247 74.7 85.0 LEE 59 28.4 769 86 1 BRADFORD 50 246 65.0 23.2 LEON 107 273 849 825 BREVARD 64 305 823 91.9 LEVY 45 188 62.8 00 BROWARD 94 306 76.8 98.9 LIBERTY 8 223 567 0.0 CALHOUN 8 186 55.9 0.0 MADISON 26 18.2 565 20.3 CHARLOTTE 35 257 757 80.2 MANATEE 79 26.0 75.0 887 CITRUS 27 213 68.6 31.0 MARION 614 225 696 396 CLAY 41 349 812 65.8 MARTIN 53 318 79.7 83 COLLIER 55 34.0 790 77.6 MONROE 89 294 79.7 732 COLUMBIA 69 22.0 690 311 NASSAU 42 302 71.2 449 DADE 128 269 650 98.8 OKALOOSA 37 27.9 838 84.0 DESOTO 69 21.0 54 5 446 OKEECH 51 21.4 59.1 30 1 DIXIE 49 15.4 577 00 ORANGE 93 303 78.8 931 DUVAL 97 285 76.9 98 8 OSCEOLA 78 273 73.7 66 4 ESCAMBLA 70 25.2 762 859 PALM B. 90 32.5 78 8 94.7 FLAGLER 34 28.6 28.7 63.1 PASCO 42 215 669 67,4 FRANKLIN 37 172 59.5 30.2 PINELLAS 70 263 78 1 99.0 GADSDEN 52 200 599 28.8 POLK 84 252 68 0 70.3 GILCHRIST 15 206 63.0 0.0 PUTNAM 83 202 643 15.7 GLADES 62 207 57.4 0.0 SANTA R 43 276 799 57.2 GULF 19 219 664 35.2 SARASOTA 58 29.9 71" 921 HAMILTON 6 187 58 4 0.0 SEMINOLE 50 35.6 785 444 HARDEE 57 221 54 8 167 ST JOHNS 54 299 81.3 932 HENDRY 47 24.9 566 44.7 ST LUCIE 58 277 84.6 928 HERNANDO 44 22.7 705 613 SUMTER 37 196 64.3 193 HIGHLANDS 56 21.1 68 2 24 8 SUWANEE 37 198 63.8 23.6 HILLSBOR 110 285 756 892 TAYLOR 76 21.4 621 +1.8 HOLMES 5 17.2 571 168 UNION 6 22.8 677 0.0 INDIAN R 58 290 765 830 VOLUSIA 62 24.8 75 4 839 JACKSON 32 195 616 21.7 WAKULLA 29 250 716 00 JEFFERSON 36 218 64.1 22.3 WALTON 18 21.9 66.5 20.9 WASHINGTON 21 18.3 60.9 22.9 Source Dr Larry Winner. University of Florida able and percent urban as the predictor analyze these data. In your report, provide inter- pretations of all the analyses