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Fitting a Bayesian linear regression

Practice fitting a Bayesian model. This is the same model we already estimated with frequentist methods, so we'll be able to compare the parameter outputs later. The songs data is already loaded.

Cet exercice fait partie du cours

Bayesian Regression Modeling with rstanarm

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Instructions

  • Create a Bayesian linear model, stan_model, that predicts song popularity from song age
  • Print a summary of the Bayesian linear model

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Create the model here
stan_model <- ___(___ ~ ___, data = songs)

# Produce the summary
___(stan_model)

# Print a tidy summary of the coefficients
___(stan_model)
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