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.
Deze oefening maakt deel uit van de cursus
Inference for Linear Regression in R
Oefeninstructies
- 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?
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Output the tidy model