01-1 Fundamental Problem of Causal Inference

Kosuke Imai: The Cram Method for Efficient Simultaneous Learning and Evaluation

01-3 Principal Stratification

Kosuke Imai:Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment

Distinguished Speaker Series: Kosuke Imai

10-1: Difference in Differences

IDSS Distinguished Speaker Seminar with Kosuke Imai (Harvard University) - May 7, 2019

10-2: Fixed Effects

11-1: Introduction to Heterogeneous Treatment Effects

Kosuke Imai, "Survey Methodologies for Sensitive Questions"

07-5 d-Separation and Backdoor Criterion

Kosuke Imai "Does AI help humans make better decisions?"

07-1 Regression and Observational Studies

11-2: Estimation of the Conditional Average Treatment Effect

01-2 Potential Outcomes and Assumptions

Experimental Evaluation of Computer-Assisted Human Decision Making: A Missing Data... - Kosuke Imai

07-4 Introduction to Directed Acyclic Graphs

08-1 Matching: Introduction

09-1 Direct and Indirect Effects

05-2 Noncompliance and IV Inference