Yichi Zhang

Works (5)

Updated: July 5th, 2023 15:39
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2022 article

Covariance Estimation for Matrix-valued Data

Zhang, Y., Shen, W., & Kong, D. (2022, May 26). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

By: Y. Zhang n, W. Shen * & D. Kong *

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
author keywords: Bandable; Distribution-free; Minimax rate; Robust; Separable
Source: Web Of Science
Added: June 13, 2022

2019 article

ENTROPY LEARNING FOR DYNAMIC TREATMENT REGIMES

Jiang, B., Song, R., Li, J., Zeng, D., Lu, W., He, X., … Kallus, N. (2019, October). STATISTICA SINICA, Vol. 29, pp. 1633–1710.

By: B. Jiang *, R. Song n , J. Li *, D. Zeng  n, W. Lu, X. He, S. Xu, J. Wang ...

co-author countries: China 🇨🇳 Singapore 🇸🇬 United States of America 🇺🇸
author keywords: Dynamic treatment regime; entropy learning; personalized medicine
Sources: Web Of Science, ORCID
Added: September 30, 2019

2018 journal article

Interpretable Dynamic Treatment Regimes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549.

By: Y. Zhang*, E. Laber n, M. Davidian n  & A. Tsiatis n

co-author countries: United States of America 🇺🇸
author keywords: Decision lists; Interpretability; Precision medicine; Research-practice gap; Treatment regimes; Tree-based methods
Sources: Web Of Science, ORCID
Added: February 18, 2019

2016 journal article

Testing for additivity in non-parametric regression

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 44(4), 445–462.

By: Y. Zhang n, A. Staicu n  & A. Maity n 

co-author countries: United States of America 🇺🇸

Contributors: Y. Zhang n, A. Staicu n  & A. Maity n 

author keywords: Generalized F test; linear mixed models; non-parametric regression; restricted likelihood ratio test; testing for additivity; testing for variance components
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes

BIOMETRICS, 71(4), 895–904.

By: Y. Zhang n, E. Laber n, A. Tsiatis n & M. Davidian n 

co-author countries: United States of America 🇺🇸
author keywords: Decision lists; Exploratory analyses; Interpretability; Personalized medicine; Treatment regimes
MeSH headings : Biometry / methods; Breast Neoplasms / drug therapy; Clinical Protocols; Clinical Trials as Topic / statistics & numerical data; Computer Simulation; Decision Trees; Depression / therapy; Evidence-Based Medicine / statistics & numerical data; Female; Humans; Models, Statistical; Precision Medicine / statistics & numerical data
Sources: Web Of Science, ORCID
Added: August 6, 2018