Estimate and interpret a logistic regression model to predict COVID testing results using the appropriate predictor variables. Note: You may need to first subset the data based on age, sex, and/or contact due to the data size constraints of software packages.

 

Cough	Fever	Sore_Throat	Shortness_Of_Breath	Headache	Age_60_And_Above	Sex	Contact	Result
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
1	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
1	0	0	0	0	Yes	female	1	negative
0	0	0	0	0	No	female	1	positive
0	0	0	0	0	No	male	1	positive
0	0	0	0	0	Yes	female	1	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	Yes	male	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	Yes	male	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0		female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	positive
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	female	0	negative
0	0	0	0	0	No	male	0	negative
0	0	0	0	0	No	female	1	positive
0	0	0	0	0	Yes	female	0	positive