causal inference

Asymptotics of Caliper Matching Estimators for Average Treatment Effects

Derive asymptotic properties of caliper matching estimators of average treatment effects.

Date:
Section: Research
Categories: phd-research
Tags: causal inference caliper matching radius matching average treatment effect asymptotic statistics

Paired 2x2 Factorial Design for Treatment Effect Identification and Estimation in the Presence of Paired Interference and Noncompliance

Identify and estimate treatment effects for complier units when there is interference.

Date:
Section: Research
Categories: ma thesis
Tags: interference noncompliance stable unit treatment value assumption local average treatment effect instrumental variables causal inference

Treatment Effect Analysis for Pairs with Endogenous Treatment Takeup

MA thesis working paper version, joint with Robert P. Lieli

Date:
Section: Research
Categories: working paper
Tags: interference noncompliance stable unit treatment value assumption local average treatment effect instrumental variables causal inference