$3.(1$ point$)$ Given the description of the data that is being analyzed. Tell me if you would use a

logistic regression or an OLS regression.

a$.$ You have a dataset with information about various factors affecting house prices,

such as square footage, number of bedrooms and bathrooms, location $($zip code$),$

and distance to amenities $($e$.$g$.,$ schools, parks$).$ The target variable is the sale price

of houses.

b$.$ You have a dataset containing customer information $($e$.$g$.,$ demographics, purchase

history, usage patterns$)$ and whether they churned $($stopped using the service$)$ or

not. You want to understand what determines why customers stop using your

service.

c$.$ You have a dataset containing information about sales transactions, including

product attributes, marketing efforts, seasonality factors, and sales volume. You

want to know what determines sales volume.

d$.$ You have a dataset containing employee information, including demographics, job

roles, performance metrics, and whether they have left the company $($binary

variable: attrition or no attrition$).$