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Personal profile

Education/Academic qualification

Biostatistics, UNC at Chapel Hill

Aug 19 2008May 2 2013

Fingerprint Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

State Hospitals Medicine & Life Sciences
Psychiatric Hospitals Medicine & Life Sciences
Dimension-reduction Subspaces Mathematics
Sepsis Medicine & Life Sciences
Multivariate Regression Mathematics
Learning Medicine & Life Sciences
Monte Carlo Test Mathematics
Gene Expression Medicine & Life Sciences

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Research Output 2008 2019

Bagging and deep learning in optimal individualized treatment rules

Mi, X., Zou, F. & Zhu, R., Jan 1 2019, In : Biometrics. 75, 2, p. 674-684 11 p.

Research output: Contribution to journalArticle

Decision Rules
neural networks

Counting process-based dimension reduction methods for censored outcomes

Sun, Q., Zhu, R., Wang, T. & Zeng, D., Mar 1 2019, In : Biometrika. 106, 1, p. 181-186 6 p.

Research output: Contribution to journalArticle

Dimension-reduction Subspaces
Counting Process
Dimension Reduction
Reduction Method
Censored Survival Data

Differential effects of influenza virus NA, HA head, and HA stalk antibodies on peripheral blood leukocyte gene expression during human infection

Walters, K. A., Zhu, R., Welge, M. E., Scherler, K., Park, J. K., Rahil, Z., Wang, H., Auvil, L., Bushell, C., Lee, M. Y., Baxter, D., Bristol, T., Rosas, L. A., Cervantes-Medina, A., Czajkowski, L., Han, A., Memoli, M. J., Taubenberger, J. K. & Kash, J. C., May 1 2019, In : mBio. 10, 3, e00760-19.

Research output: Contribution to journalArticle

Open Access
Virus Shedding

Nonparametric variable selection and its application to additive models

Feng, Z., Lin, L., Zhu, R. & Zhu, L., Jan 1 2019, In : Annals of the Institute of Statistical Mathematics.

Research output: Contribution to journalArticle

Additive Models
Variable Selection
Nonparametric Model
Two-stage Procedure

GradientScanSurv—An exhaustive association test method for gene expression data with censored survival outcome

Yi, M., Zhu, R. & Stephens, R. M., Dec 2018, In : PloS one. 13, 12, e0207590.

Research output: Contribution to journalArticle

Gene expression
Gene Expression
gene expression
Survival Analysis