PLEASE, I DONT NEED DIRECT ANSWERS, I NEED DETAILS AND GRAPH/CHART/DIAGRAM. DONT COPYPASTE OTHERS ANSWERS, I SAW ALREADY, but it is not appropriate for me. Thanks a lot
The provost at SWC, based on anecdotal evidence, is convinced that the student-faculty ratio (# of students divided by the number of faculty) is an important determinant of student success after graduation. The university president believes the overall prestige of the university is a bigger factor, and other administrators believe it is largely the academic quality of the students admitted that matters most. SWC has purchased some data that shows students starting salaries along with various characteristics of the universities the students attended. SWC wants to know if you can determine how the student starting salaries are related to the following variables in the data set: the per semester cost of attendance, the region of the country in which the school is located, the student-faculty ratio, average high school GPA of students admitted, the size of the schools library, and the schools national rank. Specifically, the administrators want answers to the following questions: What is the appropriate quantitative technique to determine how the variables are related? Which variables are important determinants of starting salaries? Be sure to explain how you are arriving at this conclusion. What strategy would you recommend for improving the starting salaries of SWC graduates?
LIBVOL RANK 3.15 216 OBS 1 2 3 128 104 3.5 3.25 3.2 3.38 3.4 256 424 329 34 49 332 95 311 98 220 124 4 5 6 7 8 9 10 11 12 3.16 3.12 230 157 230 145 SALARY REGION 48670 North 51302 South 50949 East 54250 East 52089 West 49135 West 47136 South 46733 South 48515 East 51460 South 54095 East 85890 East 52313 West 100750 West 97805 West 96100 West 97650 West 48515 West 44175 East COST TOTSTUD FACULTY HSGPA 9783 2310 50 7954 2090 48 19598 2970 86 19340 3047 150 9296 1650 62 9863 1716 44 6840 1661 44 6844 1639 50 5739 3542 111 8778 770 48 19514 2959 86 19147 4191 141 7518 1683 53 13291 2959 88 13853 1760 42 14625 4609 125 14031 3850 106 18087 4125 88 13893 1309 39 3.12 3.66 157 91 3.55 320 50 23 13 3.42 3.6 3.7 470 330 600 78 un co 14 3.45 371 27 15 16 19 3.55 3.57 3.2 17 18 19 542 470 208 13 115 3.2 147 171 34 3.25 215 131 14284 18323 2882 2805 79 3.3 72 2420 92 3.3 55 352 305 555 339 1958 44 20 21 22 23 24 25 26 27 4 1474 56 20011 21457 12429 12740 13846 24401 18075 3.75 3.37 3.35 90 79 133 290 280 3.31 65 3300 1837 3795 1463 68 111 3.6 735 7 28 105 3.29 84 10 29 30 46655 North 52158 East 62504 North 108500 North 50840 North 45570 North 54250 West 121404 East 50840 East 104625 East 47585 West 46190 South 44795 North 65565 West 50995 North 45260 North 53475 North 48980 East 50065 West 93267 East 3.55 3.2 3.1 112 62 56 64 30 91 31 383 400 198 210 208 275 2101 2068 2585 2035 3751 4103 1606 137 3.2 141 47 3.2 21307 14783 15600 15169 17328 16532 12990 14030 14523 15731 21048 120 3.27 82 32 33 34 35 36 37 38 39 66 312 200 190 325 1705 1947 3 3.3 3.4 3.23 31 67 144 76 94 2574 72 240 88 1056 90 3.7 450 9 40 2200 3.3 192 89 41 2596 3.4 260 43 2200 59 42 43 44 11732 20164 13831 13466 21371 13888 19089 20261 64 86 75 64 206 56 2244 3.53 3.3 3.3 530 346 410 186 260 81 22 142 127 45 3 3.27 55 46 47 6017 1474 2761 5225 7073 2651 216 3.51 403 31 18 48 21383 270 3.52 728 456 49 8259 57 3.4 49744 East 71460 South 57660 South 52545 South 100564 East 45471 East 49290 East 94550 East 97193 East 71128 South 40300 South 52902 West 53320 West 105113 East 47399 West 79177 East 60450 South 45725 East 41850 West 62000 North 46 175 50 8837 2145 221 51 45 120 47 2607 2134 3.12 3.14 3.16 79 52 200 197 1745 74 53 124 1 6083 836 3.75 3.42 231 139 16109 14726 21227 9300 18747 8441 11492 8135 40 74 3.25 54 55 56 57 58 395 28 48 3.3 400 3124 3410 1771 1056 124 46 24 240 116 2.85 3.25 146 132 59 14225 2255 72 3.4 593 38 3.49 14376 13321 7976 60 61 62 63 510 410 59 69 42 3.3 2299 2904 1936 2563 2860 30 109 172 3.15 161 59 17 727 280 64 113 11371 14624 7709 11679 16075 207 43 3322 325 62 3.49 3.2 3.43 3.3 3.2 3.35 53 329 92 110 325 123 4906 52 540 83 93 11407 3.2 236 77500 North 48050 North 40300 South 97650 West 46500 North 55800 West 51150 South 46113 West 53863 South 52545 South 54250 North 60450 West 45942 South 44051 East 61225 North 58900 East 65100 West 46733 South 46500 South 61845 South 65 66 67 68 69 70 71 72 73 74 75 176 177 73 43 169 106 1485 2706 3124 1562 2706 2046 2475 1045 1859 2871 4807 3.24 3.35 285 341 36 67 230 155 25 3.1 3.3 3.2 280 150 56 220 16665 19852 16524 15927 14979 15394 16704 8828 15961 20217 40 113 3.35 325 57 97 3.24 285 37 1826 45 246 140 78 1705 54 3.2 3.1 3.2 252 105 107 79 5302 152 392 20217 3.2 107 79 80 81 5302 4191 152 107 22457 392 750 800 3.67 3.56 2 2970 20 14681 7467 11982 141 35 82 1870 3.3 260 54 1661 39 220 1749 245 63 30 62 83 84 85 86 87 88 3 3.28 3.2 3.4 85 96 122 124 304 97 113 3.07 242 114 3.2 350 125 61845 South 100750 North 77286 North 62916 South 53863 South 57195 West 46113 North 52700 West 45725 East 45725 South 53785 East 87110 East 44640 North 44795 East 46500 North 43400 South 103850 North 82424 North 46033 North 64015 North 89 847 1782 4422 1199 4917 4730 2200 2299 1298 53 165 116 3 377 90 3.25 888 13732 10906 9929 13252 9425 18446 22096 7621 19098 7606 13463 21242 18372 19252 14398 86 11 163 95 250 3.22 3.23 61 165 110 3 200 160 1892 91 92 93 94 95 96 97 98 39 52 122 3.31 234 167 14 557 2233 1925 1529 66 3.6 3.45 3 340 35 45 136 225 590 2475 63 3.5 33 99 44 3.28 262 80 53 3.03 134 2343 2607 1639 2552 2618 44 53 10873 12508 14160 19206 22723 3125 16290 15651 12429 3.5 3.3 3.7 216 291 280 540 211 162 8 165 1639 3355 86 102 62 72 96 41 3.38 3.3 301 129 148 3.23 216 3.22 450 64 39 1793 2442 2662 3355 2849 3.39 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 60 53940 South 41850 South 60450 West 40300 East 100750 East 38595 South 43400 West 46709 South 58280 East 61690 East 55800 East 54250 South 46035 South 63550 West 60450 West 60063 West 53785 East 46500 East 45958 West 45725 South 3.2 70 69 65 393 409 400 268 68 2959 3 151 12505 17122 14961 16582 18497 18431 17403 18788 12522 76 125 3.3 3 3.25 3.17 3707 52 320 245 56 2651 3146 4994 100 58 163 210 61 3.32 3.16 316 87 3.2 326 118 2640 847 7852 76 20 98 3.24 156 153 14617 5104 3 290 168 53 2200 1397 330 302 26 106 119 120 121 122 123 36 45 440 42 86 340 75 414 6 3.5 3.3 3.18 3.15 3.78 3.2 3.3 3.2 3.3 57 91 2816 4510 1980 2387 5720 3245 4356 124 316 19688 10293 20593 18384 21749 19284 16459 20431 14871 8872 9592 10770 146 143 300 108 83 319 51 125 126 127 128 129 209 45 205 3.1 80600 West 46578 North 60450 South 54095 West 97650 West 46500 South 44950 East 63550 East 63783 East 45723 South 92225 South 41850 South 55025 South 46188 North 45880 North 38750 East 55800 South 75950 West 54250 North 88350 South 117 439 345 850 300 155 3.5 2.73 12 170 130 1859 5753 2530 2552 3135 2552 131 50 64 56 3.1 260 101 121 132 133 134 135 154 305 260 310 3.01 3.1 2.8 3 3146 5104 9727 12161 17056 9808 10144 15994 19827 174 64 72 62 61 46 260 2376 1364 1925 136 3.55 264 100 29 69 16 3.3 215 137 138 2057 83 3.62 329 2057 83 3.62 16 138 139 19827 17983 329 175 58 3.2 152 140 420 63 141 700 17848 17354 15801 8076 11313 3.41 3.6 3.31 3.27 250 142 143 144 145 146 1793 2508 4180 1815 1628 1628 1375 2310 2574 15 111 102 81 118 74 65 76 53 95 73 65 251 450 3.63 25 16 297 3.47 3.2 88350 South 45987 East 57350 East 99200 East 46035 East 54250 West 75950 West 79810 East 64325 West 54250 North 43245 East 45927 West 46113 East 55800 East 76448 East 77345 North 48825 West 106950 East 46190 North 476 147 3.35 415 41 67 135 156 148 2761 3.08 301 15914 19720 7377 13509 19035 16212 14749 14904 12603 44 230 227 481 138 149 150 151 152 153 154 155 2717 7469 2002 1958 3135 3 3.1 3.2 3.34 244 66 300 17 43 55 52 19 110 450 21 8288 3.4 3.4 3.82 174 143 869 1111 3597 21991 14606 3 850 200 156 39 3.15 120
