Transforming the response variable too
The response variable can be transformed too, but this means you need an extra step at the end to undo that transformation. That is, you "back transform" the predictions.
In the video, you saw the first step of the digital advertising workflow: spending money to buy ads, and counting how many people see them (the "impressions"). The next step is determining how many people click on the advert after seeing it.
ad_conversion is available and ggplot2 and tibble are loaded.
Latihan ini adalah bagian dari kursus
Introduction to Regression in R
Latihan interaktif praktis
Cobalah latihan ini dengan menyelesaikan kode contoh berikut.
# Run the code to see the plot
# Edit to raise x, y aesthetics to power 0.25
ggplot(ad_conversion, aes(n_impressions, n_clicks)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE)