Question
Please answer the following in RStudio Perform a logistic regression with sex as the only explanatory variable.Formally test (at the alpha=0.05 level) if the odds
Please answer the following in RStudio
Perform a logistic regression with sex as the only explanatory variable.Formally test (at the alpha=0.05 level) if the odds of having a temperature greater than or equal to 98.6 is the same between males and females.Please show all 5 steps. Additionally, include the odds ratio for sex and the associated 95% confidence interval in your summary, and interpret the value of the odds ratio.Lastly, what is the c-statistic for this model?
Data (1=males, 2 =females)
tempsexHeart rate
96.3170
96.7171
96.9174
97180
97.1173
97.1175
97.1182
97.2164
97.3169
97.4170
97.4168
97.4172
97.4178
97.5170
97.5175
97.6174
97.6169
97.6173
97.7177
97.8158
97.8173
97.8165
97.8174
97.9176
97.9172
98178
98171
98174
98167
98164
98178
98.1173
98.1167
98.2166
98.2164
98.2171
98.2172
98.3186
98.3172
98.4168
98.4170
98.4182
98.4184
98.5168
98.5171
98.6277
98.6178
98.6183
98.6266
98.6170
98.6182
98.7273
98.7178
98.8178
98.8181
98.8278
98.9180
99275
99279
99181
99.1171
99.2183
99.3163
99.4170
99.5175
96.4269
96.7262
96.8175
97.2166
97.2268
97.4257
97.6161
97.7284
97.7161
97.8277
97.8262
97.8271
97.9168
97.9269
97.9279
98276
98187
98278
98273
98289
98.1281
98.2273
98.2264
98.2265
98.2273
98.2269
98.2257
98.3279
98.3278
98.3280
98.4279
98.4281
98.4273
98.4274
98.4284
98.5283
98.6282
98.6285
98.6286
98.6277
98.7272
98.7279
98.7259
98.7264
98.7265
98.7282
98.8264
98.8270
98.8283
98.8289
98.8269
98.8273
98.8284
98.9276
99279
99281
99.1280
99.1274
99.2277
99.2266
99.3268
99.4277
99.9279
100278
100.8277
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