Use the accompanying data file to analyze subscription (Subscribe equals 1 if a customer subscribes, 0 otherwise). Also included in the file are the percentage discount (Discount) and the customer’s age and sex.
a. Estimate the logistic regression model to predict the odds of subscription for 50-year-old male and female customers who receive a discount of 10%.
b. What is the percentage difference in the subscription odds for a male customer compared to a female customer, holding discount and age constant?

 

Subscribe	Discount	Age	Sex
1	5	48	Female
1	13	22	Female
1	15	51	Male
1	9	37	Female
0	7	72	Female
1	12	61	Male
0	7	37	Male
1	8	46	Male
1	3	71	Male
0	17	36	Female
0	2	27	Male
1	18	69	Male
1	12	39	Male
1	15	30	Female
1	5	69	Male
1	4	75	Female
1	6	37	Female
1	2	34	Female
1	10	61	Female
1	11	53	Female
0	5	20	Male
1	14	45	Female
1	5	31	Female
1	8	71	Male
1	14	53	Female
1	7	72	Male
1	12	73	Male
0	11	71	Female
0	10	34	Female