Fitting a logistic regression
Pittsburgh is a city located in Allegheny County, PA, USA. Commuters living in this area have different options for commuting to work, including taking the bus. Using data from 2015, you will see if the number of commuting days per week increases the chance somebody will ride the bus. The choice of riding the bus is a binary outcome, hence you will use a logistic regression to model this data.
Deze oefening maakt deel uit van de cursus
Generalized Linear Models in R
Oefeninstructies
- Using the data.frame
bus, fit a logistic regression in R usingglm()with a"binomial"family. The variableBusshould be predicted byCommuteDays. - Save the model as
bus_out.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Build a glm using the bus data frame that models Bus predicted by CommuteDays
bus_out <- ___