About this Course
In this course, you’ll learn introductory principles of causal inference, which is the basis for comparative effectiveness research. You’ll also learn about a wide range of causal inference methods, the underlying differences, and applications in health economic and outcomes research.
What You’ll Learn
- Introductory concepts in causality, how to choose among covariates, and regressions for outcomes
- How to analyze health care expenditure data
- Regressions for utilizations, count data and survival outcomes
- Methods for evaluating policy and estimating causal treatment effects and projections using real-world data
- How to understand and analyze longitudinal or panel data