Topic: Regression in Observational Studies

Workshop: Analyze an Observational Treatment Comparison

Write Calibrated Causal Conclusions from Regression

Use Negative Controls to Probe Residual Bias

Use Propensity Weights to Create Comparable Groups

Test Sensitivity to Alternative Adjustment Sets

Specify a Target Population and Time Zero

Standardize Regression Predictions to Estimate Effects

State Identification Assumptions

Recognize Selection Bias in Observational Samples

Quantify Bias from an Omitted Confounder