Event Phone: 1-610-715-0115

Cancellation Policy: If you cancel your registration at least two weeks before the course is scheduled to begin, you are entitled to a full refund (minus a processing fee of $50).

In the unlikely event that Statistical Horizons LLC must cancel a seminar, we will do our best to inform you as soon as possible of the cancellation. You would then have the option of receiving a full refund of the seminar fee or a credit towards another seminar. In no event shall Statistical Horizons LLC be liable for any incidental or consequential damages that you may incur because of the cancellation.

A 4-Day Livestream Seminar Taught by Shenyang Guo, Ph.D.

Propensity score analysis is a relatively new and innovative class of statistical methods that has proven useful for evaluating the effects of treatments or interventions when using nonexperimental or observational data. This seminar is a follow-up of Propensity Score Analysis: Basics. By taking this seminar, you will learn advanced methods of propensity score analysis, including kernel-based matching, propensity score subclassification (i.e., running PSA in conjunction with survival analysis or other outcome models), propensity score analysis of categorical or continuous treatments (i.e., dosage analysis), and Rosenbaum sensitivity analysis of hidden selections.

This seminar will focus on the following advanced methods of propensity score analysis:

• The kernel-based matching developed by Heckman et al.
• Propensity score subclassification (i.e., running PSA in conjunction with survival analysis or other outcome models).
• Propensity score dosage analysis, including Imbens’s model for a categorical treatment condition and Hirano and Imbens’s generalized propensity score method for a continuous treatment condition.
• Rosenbaum sensitivity analysis of hidden selections.