Yunshu Zhang

College of Sciences

Works (4)

Updated: August 29th, 2023 11:25

2022 article

Multiply robust matching estimators of average and quantile treatment effects

Yang, S., & Zhang, Y. (2022, April 7). SCANDINAVIAN JOURNAL OF STATISTICS, Vol. 4.

By: S. Yang nโ€‰ & Y. Zhang n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bahadur representation; causal effect on the treated; double robustness; quantile estimation; weighted bootstrap
Sources: Web Of Science, ORCID
Added: April 18, 2022

2021 article

Practical recommendations on double score matching for estimating causal effects

Zhang, Y., Yang, S., Ye, W., Faries, D. E., Lipkovich, I., & Kadziola, Z. (2021, December 26). STATISTICS IN MEDICINE, Vol. 12.

By: Y. Zhang n, S. Yang nโ€‰, W. Yeโ€‰*, D. Fariesโ€‰*, I. Lipkovichโ€‰* & Z. Kadziola*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: average treatment effect on the treated; causal inference; double robustness; prognostic score; propensity score
MeSH headings : Bias; Causality; Computer Simulation; Humans; Propensity Score
Sources: Web Of Science, ORCID
Added: January 3, 2022

2020 journal article

High-Dimensional Precision Medicine From Patient-Derived Xenografts

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 116(535), 1140โ€“1154.

By: N. Rashidโ€‰*, D. Luckett*, J. Chenโ€‰*, M. Lawson*, L. Wang n, Y. Zhang n, E. Laber n, Y. Liuโ€‰* ...

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Biomarkers; Deep learning autoencoders; Machine learning; Outcome weighted learning; Precision medicine; Q-learning
Source: Web Of Science
Added: November 30, 2020

2020 journal article

Sharp bounds on the relative treatment effect for ordinal outcomes

BIOMETRICS, 76(2), 664โ€“669.

By: J. Luโ€‰*, Y. Zhang n & P. Dingโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: causal inference; partial identification; potential outcomes
MeSH headings : Biometry; Cardia; Causality; Computer Simulation; Female; Humans; Male; Models, Statistical; Observational Studies as Topic / statistics & numerical data; Outcome Assessment, Health Care / statistics & numerical data; Randomized Controlled Trials as Topic / statistics & numerical data; Rape / prevention & control; Stomach Neoplasms / mortality; Stomach Neoplasms / therapy; Treatment Outcome
Source: Web Of Science
Added: December 2, 2019

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