Question 13

Add the predictor variable Hypertension to the linear probability model and compute the confusion matrix, accuracy, true positive rate, and false positive rate for a probability threshold of 0.5.

	Min.	1st Qu.	Median	Mean	3rd Qu.	Max.
probability	0	0.11	0.17	0.18	0.23	0.48
prediction	0	0.00	0.00	0.00	0.00	0.00

## Predicted ## Actual 0 Total ## 0 395 395 ## 1 105 105 ## Total 500 500

## [1] 0.79

## [1] 0

## [1] 0

True Positive Rate 0.0 0.2 0.4 0.6 0.8 1.0 -2.000000e-01 2.000000e-01 6.000000e-01 1.000000e+00 False Positive Rate Linear Probability Model AUC: 0.596\f