Estimation Methods for Dynamic Treatment Regimes

This section contains methods for estimating (heterogeneous) treatment effects, even when treatments are offered over time and the treatments were chosen based on a dynamic adaptive policy. This is referred to as the dynamic treatment regime (see e.g. [Hernan2010])

• Dynamic Double Machine Learning
  • What is it?
  • What are the relevant estimator classes?
  • When should you use it?
  • Class Hierarchy Structure
  • Usage FAQs