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Determine Prior Distributions

Now let's explore the prior distributions for a Bayesian model, so that we can understand how rstanarm handles priors. Priors can have a large impact on our model, so it's important to know which prior distributions were used in an estimated model. The songs dataset is already loaded.

Diese Übung ist Teil des Kurses

Bayesian Regression Modeling with rstanarm

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Anleitung zur Übung

  • Estimate a model predicting popularity from song_age
  • Print a summary of the prior distributions to the screen

Interaktive Übung

Vervollständige den Beispielcode, um diese Übung erfolgreich abzuschließen.

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

# Print a summary of the prior distributions
___(stan_model)
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