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Plotting Model Uncertainty

Because we used a Bayesian estimation, we can use the posterior distributions to create a predicted regression line from each draw in our posterior samples. These lines will show the uncertainty around our overall line. The songs and stan_model objects are already loaded, along with the model_intercept and model_slope that you used in the last exercise.

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Bayesian Regression Modeling with rstanarm

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# Save the values from each draw of the posterior distribution
draws <- ___(stan_model, `___`, `___`)

# Print the `draws` data frame to the console
___
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