Yifan Cui

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-9957-7955

Center for Data Science, Zhejiang University , Hangzhou , China

Publications

Reinforcement Learning with Continuous Actions Under Unmeasured Confounding — Journal of the American Statistical Association 2026
Proxy-Aided Demand Learning with an Application to Various Pricing Problems — Operations Research 2026
A semiparametric instrumented difference-in-differences approach to policy learning — Biometrika 2025
Selective machine learning of doubly robust functionals — Biometrika 2024
Semiparametric Proximal Causal Inference — Journal of the American Statistical Association 2024
A Unified Nonparametric Fiducial Approach to Interval-Censored Data — Journal of the American Statistical Association 2024
Instrumental Variable Estimation of Marginal Structural Mean Models for Time-Varying Treatment — Journal of the American Statistical Association 2024
Instrumental variable estimation of the marginal structural Cox model for time-varying treatments — Biometrika 2023
Estimating heterogeneous treatment effects with right-censored data via causal survival forests — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
A Semiparametric Instrumental Variable Approach to Optimal Treatment Regimes Under Endogeneity — Journal of the American Statistical Association 2021
Machine Intelligence for Individualized Decision Making Under a Counterfactual World: A Rejoinder — Journal of the American Statistical Association 2021
Rejoinder: ‘Nonparametric generalized fiducial inference for survival functions under censoring’ — Biometrika 2019
Nonparametric generalized fiducial inference for survival functions under censoring — Biometrika 2019
Policy Learning with Distributional Welfare — Journal of the American Statistical Association
Semiparametric fiducial inference for Cox models — Journal of the Royal Statistical Society: Series B (Statistical Methodology)