Fitting a multiple logistic regression
In the video, you learned about fitting a regression with two different predictor variables. In this exercise, you'll get to build the model we talked about. The distance a commuter rides might be important in determining if they are more likely to ride the bus. Similarly, the number of days a commuter goes to work might be important in determining if they are more likely to ride the bus. Using this model, we will examine how this variables may be used to predict the chance a commuter rides the bus.
Deze oefening maakt deel uit van de cursus
Generalized Linear Models in R
Oefeninstructies
- Build a logistic regression using the
busdata frame. Save the output asbus_both. - Predict if someone rides the
Busbased upon bothCommuteDaysandMilesOneWay. Make sure you use the variables in this order in the formula.. - Use
summary()onbus_both.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Build a logistic regression with Bus predicted by CommuteDays and MilesOneWay
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# Look at the summary of the output
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