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

Question: 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

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

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