Visualizing each explanatory variable
Being able to see the predictions made by a model makes it easier to understand. In the case where there is only one explanatory variable, ggplot lets you do this without any manual calculation or messing about.
To visualize the relationship between a numeric explanatory variable and the numeric response, you can draw a scatter plot with a linear trend line.
To visualize the relationship between a categorical explanatory variable and the numeric response, you can draw a box plot.
taiwan_real_estate is available and ggplot2 is loaded.
Questo esercizio fa parte del corso
Intermediate Regression in R
Esercizio pratico interattivo
Prova a risolvere questo esercizio completando il codice di esempio.
# Using taiwan_real_estate, plot price_twd_msq vs. n_convenience
___ +
# Add a point layer
___ +
# Add a smooth trend line using linear regr'n, no ribbon
___