LA Homes, multicollinearity (3)
Now, regress the log transformed variable price on the log transformed variables sqft AND bath. The model is a three dimensional linear regression model where you are predicting price as a plane (think of a piece of paper) above the axes including both sqft and bath.
Bu egzersiz
Inference for Linear Regression in R
kursunun bir parçasıdırEgzersiz talimatları
- Run a
tidylmon the log transformed variablespriceand both ofsqftandbathfrom the datasetLAhomes. Use the formula:log(price) ~ log(sqft) + log(bath). - Now look at the coefficients separately. What happened to the signs of each of the coefficients? What happened to the significance of each of the coefficients?
Uygulamalı interaktif egzersiz
Bu örnek kodu tamamlayarak bu egzersizi bitirin.
# Output the tidy model