Yichi Zhang
Works (5)
2022 article
Covariance Estimation for Matrix-valued Data
Zhang, Y., Shen, W., & Kong, D. (2022, May 26). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
author keywords: Bandable; Distribution-free; Minimax rate; Robust; Separable
arxiv.org (repository)
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.
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.
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.
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.
author keywords: Decision lists; Exploratory analyses; Interpretability; Personalized medicine; Treatment regimes
Sources: Web Of Science, ORCID
Added: August 6, 2018
