most citedCollaborative causal inference on distributed data

13 citations · 13 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2024

Estimation of conditional average treatment effects on distributed confidential data

Yuji Kawamata, Ryoki Motai, Yukihiko Okada +2

The estimation of conditional average treatment effects (CATEs) is an important topic in many scientific fields. CATEs can be estimated with high accuracy if data distributed acros…

stat.ME2022★ 13 cited

Collaborative causal inference on distributed data

Yuji Kawamata, Ryoki Motai, Yukihiko Okada +2

In recent years, the development of technologies for causal inference with privacy preservation of distributed data has gained considerable attention. Many existing methods for dis…