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Altering the Estimation

Now let's alter the estimation options so that we can be prepared to resolve errors that may arise. It's important for these errors to be resolved if they come up so that we can be sure we are making valid inferences. The songs data is already loaded.

Cet exercice fait partie du cours

Bayesian Regression Modeling with rstanarm

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Instructions

  • Estimate two models predicting popularity from song_age
  • In the first model, set adapt_delta to 0.99
  • In the second model, set the max_treedepth to 15
  • View a summary of each model

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Estimate the model with a new `adapt_delta`
adapt_model <- ___(popularity ~ song_age, data = songs,
  ___ = list(___ = ___))

# View summary
___(adapt_model)

# Estimate the model with a new `max_treedepth`
tree_model <- ___(popularity ~ song_age, data = songs,
  ___ = list(___ = ___))

# View summary
___(tree_model)
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