Fitting a frequentist linear regression
Practice creating a linear model using data on songs from Spotify. This will give us base line to compare our Bayesian model to. The songs dataset is already loaded for you.
This exercise is part of the course
Bayesian Regression Modeling with rstanarm
Exercise instructions
- Create a linear model,
lm_model, that predicts song popularity from song age. - Print a summary of the linear model.
- Use the broom package to view only the coefficients.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Create the model here
lm_model <- lm(___ ~ ___, data = ___)
# Produce the summary
___(lm_model)
# Print a tidy summary of the coefficients
___(lm_model)