5 citations · 9 across the 5 of their papers we have counts for
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stat.ME2024
Robust Estimation and Model Selection for the Controlled Directed Effect with Unmeasured Mediator-Outcome Confounders
Shunichiro Orihara, Shinpei Imori, Kosuke Morikawa +2
Controlled Direct Effect (CDE) is one of the causal estimands used to evaluate both exposure and mediation effects on an outcome. When there are unmeasured confounders existing bet…
stat.ME2023
Categorical data analysis using discretization of continuous variables to investigate associations in marine ecosystems
H. Solvang, S. Imori, M. Biuw +2
Understanding and predicting interactions between predators and prey and their environment are fundamental for understanding food web structure, dynamics, and ecosystem function in…
stat.ME2019★ 4 cited
An information criterion for auxiliary variable selection in incomplete data analysis
Shinpei Imori, Hidetoshi Shimodaira
Statistical inference is considered for variables of interest, called primary variables, when auxiliary variables are observed along with the primary variables. We consider the set…