Search Results for author: Takahide Yanagi

Found 4 papers, 0 papers with code

Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences

no code implementations3 May 2023 Shunsuke Imai, Lei Qin, Takahide Yanagi

We consider a panel data analysis to examine the heterogeneity in treatment effects with respect to a pre-treatment covariate of interest in the staggered difference-in-differences setting of Callaway and Sant'Anna (2021).

valid

An Effective Treatment Approach to Difference-in-Differences with General Treatment Patterns

no code implementations26 Dec 2022 Takahide Yanagi

We consider a general difference-in-differences model in which the treatment variable of interest may be non-binary and its value may change in each period.

Estimating Marginal Treatment Effects under Unobserved Group Heterogeneity

no code implementations27 Jan 2020 Tadao Hoshino, Takahide Yanagi

This paper studies treatment effect models in which individuals are classified into unobserved groups based on heterogeneous treatment rules.

Treatment Effect Models with Strategic Interaction in Treatment Decisions

no code implementations19 Oct 2018 Tadao Hoshino, Takahide Yanagi

This study considers treatment effect models in which others' treatment decisions can affect both one's own treatment and outcome.

Cannot find the paper you are looking for? You can Submit a new open access paper.