1 citations · 1 across the 2 of their papers we have counts for
3 papers
econ.EM2022
Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions
Kazuhiko Shinoda, Takahiro Hoshino
In various fields of data science, researchers are often interested in estimating the ratio of conditional expectation functions (CEFR). Specifically in causal inference problems,…
stat.ML2021
Estimation of Local Average Treatment Effect by Data Combination
Kazuhiko Shinoda, Takahiro Hoshino
It is important to estimate the local average treatment effect (LATE) when compliance with a treatment assignment is incomplete. The previously proposed methods for LATE estimation…
stat.ML2020★ 1 cited
Binary Classification from Positive Data with Skewed Confidence
Kazuhiko Shinoda, Hirotaka Kaji, Masashi Sugiyama
Positive-confidence (Pconf) classification [Ishida et al., 2018] is a promising weakly-supervised learning method which trains a binary classifier only from positive data equipped…