Question
In a survey of 120 Americans adults are asked to rate their health and social connections on a scale of 1=100. The attached data set
In a survey of 120 Americans adults are asked to rate their health and social connections on a scale of 1=100. The attached data set includes this data along with Income (in thousands, an an indicator of a college education.
Build a regression model that predicts Health from the 3 variables along with the interaction between Social and Income, and the interaction between Social and College.
Based on the results of this model, calculate the predicted health score for an individual with a social rating of 60 and an income level of 100, without a college degree? (Enter your answer rounded to 1 decimal place)
Health | Social | Income | College |
52 | 58 | 80 | 0 |
55 | 68 | 43 | 0 |
80 | 66 | 284 | 0 |
93 | 67 | 159 | 1 |
55 | 94 | 70 | 0 |
92 | 65 | 270 | 1 |
94 | 59 | 288 | 1 |
81 | 96 | 57 | 1 |
60 | 96 | 124 | 0 |
97 | 85 | 219 | 1 |
52 | 84 | 135 | 0 |
71 | 93 | 198 | 0 |
89 | 82 | 307 | 1 |
65 | 95 | 173 | 0 |
61 | 89 | 262 | 0 |
65 | 59 | 219 | 0 |
74 | 61 | 212 | 0 |
98 | 72 | 287 | 1 |
89 | 95 | 273 | 1 |
63 | 71 | 189 | 0 |
93 | 72 | 195 | 1 |
90 | 79 | 257 | 0 |
53 | 84 | 21 | 0 |
94 | 75 | 137 | 1 |
88 | 64 | 220 | 1 |
94 | 73 | 161 | 1 |
73 | 76 | 162 | 0 |
52 | 87 | 71 | 0 |
53 | 71 | 213 | 0 |
94 | 97 | 314 | 1 |
91 | 71 | 305 | 1 |
92 | 75 | 187 | 1 |
86 | 58 | 274 | 0 |
55 | 79 | 177 | 0 |
95 | 92 | 185 | 1 |
88 | 83 | 123 | 1 |
90 | 70 | 320 | 1 |
91 | 81 | 291 | 1 |
98 | 60 | 305 | 1 |
66 | 71 | 89 | 1 |
59 | 58 | 36 | 0 |
96 | 63 | 241 | 1 |
51 | 80 | 131 | 0 |
77 | 86 | 193 | 0 |
57 | 63 | 74 | 1 |
55 | 69 | 77 | 0 |
58 | 61 | 59 | 0 |
52 | 81 | 49 | 0 |
81 | 93 | 113 | 1 |
52 | 96 | 117 | 0 |
72 | 88 | 248 | 0 |
93 | 88 | 213 | 1 |
94 | 74 | 278 | 1 |
76 | 75 | 143 | 1 |
54 | 97 | 22 | 0 |
91 | 61 | 205 | 1 |
97 | 82 | 183 | 1 |
81 | 89 | 255 | 0 |
65 | 64 | 69 | 1 |
56 | 66 | 211 | 0 |
81 | 92 | 137 | 1 |
55 | 82 | 21 | 0 |
64 | 64 | 194 | 0 |
88 | 63 | 157 | 1 |
65 | 63 | 138 | 0 |
91 | 85 | 175 | 1 |
63 | 65 | 103 | 1 |
75 | 80 | 119 | 1 |
55 | 64 | 136 | 0 |
57 | 63 | 25 | 1 |
53 | 62 | 24 | 0 |
53 | 74 | 96 | 0 |
58 | 77 | 47 | 0 |
53 | 74 | 82 | 0 |
55 | 84 | 97 | 0 |
91 | 80 | 271 | 1 |
96 | 82 | 140 | 1 |
70 | 76 | 220 | 0 |
95 | 70 | 282 | 1 |
92 | 71 | 227 | 1 |
53 | 84 | 138 | 0 |
53 | 69 | 31 | 0 |
52 | 64 | 169 | 0 |
62 | 71 | 198 | 0 |
92 | 94 | 207 | 1 |
92 | 72 | 232 | 1 |
91 | 75 | 297 | 1 |
92 | 89 | 281 | 0 |
95 | 86 | 202 | 1 |
55 | 63 | 235 | 0 |
92 | 97 | 303 | 1 |
81 | 64 | 216 | 1 |
91 | 98 | 226 | 1 |
89 | 94 | 202 | 1 |
93 | 76 | 166 | 1 |
50 | 64 | 31 | 1 |
96 | 94 | 205 | 1 |
74 | 90 | 118 | 1 |
98 | 79 | 318 | 1 |
51 | 66 | 105 | 0 |
94 | 96 | 171 | 1 |
89 | 69 | 185 | 1 |
59 | 97 | 131 | 0 |
63 | 84 | 187 | 0 |
59 | 92 | 34 | 0 |
93 | 91 | 305 | 1 |
92 | 73 | 307 | 1 |
88 | 94 | 283 | 1 |
58 | 58 | 69 | 1 |
59 | 76 | 93 | 0 |
90 | 71 | 126 | 1 |
86 | 93 | 96 | 1 |
94 | 94 | 148 | 1 |
53 | 78 | 66 | 1 |
73 | 89 | 38 | 1 |
60 | 74 | 78 | 0 |
96 | 79 | 296 | 1 |
96 | 77 | 178 | 1 |
66 | 67 | 90 | 1 |
58 | 90 | 35 | 0 |
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