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The purpose of this assignment is to use SPSS to work on a Bayesian regression in two different scenarios. Submit a response to the two

The purpose of this assignment is to use SPSS to work on a Bayesian regression in two different scenarios. Submit a response to the two scenarios below. Be sure to use SPSS screenshots as support for your answers.

Scenario 1

The head of the behavioral risk factor surveillance department at Arizona Department of Health and Human Services concluded in his update last month that the BMI of the residents of Arizona are highly correlated with the residents' diabetes status. Complete the following using the "Diabetes Data Set".

  1. Test the claim that people with diabetes have higher BMI than people without diabetes at a 5% significant level using the two independent sample t-test.
  2. Test the same claim using the a Bayesian approach to hypothesis testing using the Bayes factor.
  3. Compare the results of the two tests.

Scenario 2

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".

  1. 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.
  2. 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.
  3. 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

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In a University class, there are 200 students, who at the end of the last semester took three exams: Algebra (A), Calculus (C), and Probability (P). The numbers of students who obtained a first class...

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A corporation had stockholders' equity on January 1 as follows: Common Stock, $1 par value, 1,500,000 shares authorized, 600,000 shares issued; Paid-in Capital in Excess of Par Value, Common Stock,...

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Blue Caf makes and sells a variety of iced coffee. The main ingredients consist of ground coffee, milk and sugar. The company has a standard costing and variance system in place to control the...

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Exercise 2 Several years ago, ballots in Champaign-Urbana contained the following question to assess public opinion on an issue: \"Should the State of Illinois legalize and regulate the sale and use...

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2. In this chapter, the reader should reflect on the following concepts : Thomas theorem, premise of action, utterance and mental constructions.

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11. Based on the following rules regarding the confidence we have in information in a communication context, find examples from your everyday life where the rules have relevance: (a) The spatial rule...

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2. Describe a situation from your own everyday life where it is clear that the situation in its consequence becomes the way you define it.

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