Asymptotics of Caliper Matching Estimators for Average Treatment Effects
Derive asymptotic properties of caliper matching estimators of average treatment effects.
Kernel Density Estimation on Homomorphically Encrypted Data
Estimate a probability density function nonparametrically without exposing the non-encrypted sample data and query point.
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.
Treatment Effect Analysis for Pairs with Endogenous Treatment Takeup
MA thesis working paper version, joint with Robert P. Lieli