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Author

Akira Okazaki

2 papers indexed here

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Preprint Oct 2026

Covariate-dependent Nonparametric $g$-modeling for regression via infinite Mixture-of-Expertizing class

Empirical Bayes $g$-modeling captures unit-level heterogeneity by estimating a latent prior distribution from observed data. In the existing formulations, however, the prior is shared by all units. In this paper, we develop a covariate-dependent g-modeling framework for regression in which the entire prior distribution...

Akira Okazaki, Keisuke Yano · 0 citations
Review Aug 2026

Mixed-effects Outcome-Adaptive Lasso for Propensity Score Estimation under Partial Interference

Interference occurs when one individual's treatment or exposure affects another individual's outcome. In particular, we assume partial interference, where individuals are divided into groups such that there is no interference between individuals in different groups. In observational studies, inverse probability weighti...

Satoshi Nakashima, Akira Okazaki, Shuichi Kawano · 0 citations

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