Biao Zhang

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

ORCID: 0000-0003-1288-1549

School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, China

Publications

• Over-parameterized Deep Nonparametric Regression for Dependent Data with Its Applications to Reinforcement Learning — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Estimation of Knots in Linear Spline Models — Journal of the American Statistical Association 2023 (name-matched, not ORCID-linked)
• Subgroup identification and variable selection for treatment decision making — The Annals of Applied Statistics 2022 (name-matched, not ORCID-linked)
• Variable selection for estimating the optimal treatment regimes in the presence of a large number of covariates — The Annals of Applied Statistics 2018 (name-matched, not ORCID-linked)
• Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions — Biometrika 2013
• An information matrix test for logistic regression models based on case‐control data — Biometrika 2001
• A chi-squared goodness-of-fit test for logistic regression models based on case-control data — Biometrika 1999