Causal Inference: Asynchronous

$475.00$595.00

Replay Access: Expires 1 year after purchase
Original Livestream: December 15-17, 2021
Instructor: Doug Steinley

Student: $475
Professional: $595

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Description

Causal Inference is a three-day workshop focused on the application and interpretation of quasi-experimental and graphical models in an attempt to reveal causal structures. The workshop explores the basics of causal inference; including potential outcomes, counterfactuals, confounding, and mediation. The traditional “gold standard” of randomization is discussed as a motivating factor as we evaluate methods for revealing causation in quasi-experimental settings, such as: differences-in-differences, propensity scores, and regression discontinuity. In addition to traditional statistical methodology, we also will focus on graphical approaches such as mediation, directed acyclic graphs, and structural causal models.