12 citations · 28 across the 11 of their papers we have counts for
4 papers · 1 filter
Adaptively Robust Small Area Estimation: Balancing Robustness and Efficiency of Empirical Bayes Confidence Intervals
Daisuke Kurisu, Takuya Ishihara, Shonosuke Sugasawa
Empirical Bayes small area estimation based on the well-known Fay-Herriot model may produce unreliable estimates when outlying areas exist. Existing robust methods against outliers…
Panel Data Quantile Regression for Treatment Effect Models
Takuya Ishihara
In this study, we develop a novel estimation method for quantile treatment effects (QTE) under rank invariance and rank stationarity assumptions. Ishihara (2020) explores identific…
Identification and Estimation of Time-Varying Nonseparable Panel Data Models without Stayers
Takuya Ishihara
This paper explores the identification and estimation of nonseparable panel data models. We show that the structural function is nonparametrically identified when it is strictly in…
Partial Identification of Nonseparable Models using Binary Instruments
Takuya Ishihara
In this study, we explore the partial identification of nonseparable models with continuous endogenous and binary instrumental variables. We show that the structural function is pa…