33 citations · 124 across the 37 of their papers we have counts for
4 papers · 1 filter
Generic Covariate Adjustment for Regression Discontinuity Designs
Jun Ma, Yuya Sasaki, Zhengfei Yu
It is standard practice to include covariates in regression discontinuity designs (RDDs) and regression kink designs (RKDs), but the theoretical justification for doing so does not…
Inference for High-Dimensional Network Data
Yuya Sasaki, Baoning Zheng
We develop a novel method of inference for network-dependent high-dimensional random vectors. Dependence is characterized via a functional dependence measure based on graph distanc…
Bounds for Standard Errors in Combined Data
Jooyoung Cha, Yuya Sasaki, Nelson Matthew P. Tan
We propose methods for constructing lower bounds on the standard errors of parameters estimated from moment conditions obtained across different samples. Sharp explicit bounds are…
Choosing A Headline Estimand from Matching, DID, and Hybrid Designs: A Minimax-Regret Approach
Yechan Park, Yuya Sasaki
Researchers using panel data to estimate causal effects routinely choose among three approaches to using past outcomes: difference-in-differences (DID), conditioning on lagged outc…