(sec:BayesInPractice)=
# Bayes in practice

In this chapter:

* {ref}`sec:BayesianAdvantages` provides an overview of the advantages of the Bayesian framework and lists some of the key types of inference with parametric models.

* {ref}`sec:BayesianWorkflow` gives a more detailed version of the workflow for principled Bayesian inference, including checklists.

* {ref}`sec:BayesianLinearRegression` has a complete treatment of an important class of problems for Bayesian inference.

* We finish with a demonstration notebook {ref}`demo:linear-regression-and-model-validation`.