Hua Zhou

Hu, L., Lu, W., Zhou, J., & Zhou, H. (2019). MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL. STATISTICA SINICA, 29(3), 1585–1605. https://doi.org/10.5705/ss.202017.0220

Zhou, H., Hu, L., Zho, J., & Lange, K. (2019). MM Algorithms for Variance Components Models. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(2), 350–361. https://doi.org/10.1080/10618600.2018.1529601

Zhang, X., Li, L., Zhou, H., Zhou, Y., & Shen, D. (2019). TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS. STATISTICA SINICA, 29(4), 1977–2005. https://doi.org/10.5705/ss.202017.0153

Gaines, B. R., Kim, J., & Zhou, H. (2018). Algorithms for Fitting the Constrained Lasso. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(4), 861–871. https://doi.org/10.1080/10618600.2018.1473777

Xiao, W., Wu, Y., & Zhou, H. (2015). ConvexLAR: An Extension of Least Angle Regression. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 24(3), 603–626. https://doi.org/10.1080/10618600.2014.962700

Sun, W., Liu, Y., Crowley, J. J., Chen, T.-H., Zhou, H., Chu, H., … Villena, F. P.-M. (2015). IsoDOT Detects Differential RNA-Isoform Expression/Usage With Respect to a Categorical or Continuous Covariate With High Sensitivity and Specificity. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 110(511), 975–986. https://doi.org/10.1080/01621459.2015.1040880

Zhou, H., & Lange, K. (2015). Path following in the exact penalty method of convex programming. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 61(3), 609–634. https://doi.org/10.1007/s10589-015-9732-x

Zhao, N., Chen, J., Carroll, I. M., Ringel-Kulka, T., Epstein, M. P., Zhou, H., … Wu, M. C. (2015). Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test. AMERICAN JOURNAL OF HUMAN GENETICS, 96(5), 797–807. https://doi.org/10.1016/j.ajhg.2015.04.003

Lange, K., Chi, E. C., & Zhou, H. (2014). A Brief Survey of Modern Optimization for Statisticians. INTERNATIONAL STATISTICAL REVIEW, 82(1), 46–70. https://doi.org/10.1111/insr.12022

Zhou, H., & Wu, Y. (2014). A Generic Path Algorithm for Regularized Statistical Estimation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 109(506), 686–699. https://doi.org/10.1080/01621459.2013.864166

Chi, E. C., Zhou, H., & Lange, K. (2014). Distance majorization and its applications. MATHEMATICAL PROGRAMMING, 146(1-2), 409–436. https://doi.org/10.1007/s10107-013-0697-1

Lange, K., & Zhou, H. (2014). MM algorithms for geometric and signomial programming. MATHEMATICAL PROGRAMMING, 143(1-2), 339–356. https://doi.org/10.1007/s10107-012-0612-1

Zhou, H., & Li, L. (2014). Regularized matrix regression. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 76(2), 463–483. https://doi.org/10.1111/rssb.12031

Lange, K., Chi, E. C., & Zhou, H. (2014). Rejoinder. INTERNATIONAL STATISTICAL REVIEW, 82(1), 81–89. https://doi.org/10.1111/insr.12030

Chi, E. C., Zhou, H., Chen, G. K., Del Vecchyo, D. O., & Lange, K. (2013). Genotype imputation via matrix completion. GENOME RESEARCH, 23(3), 509–518. https://doi.org/10.1101/gr.145821.112

Lange, K., Papp, J. C., Sinsheimer, J. S., Sripracha, R., Zhou, H., & Sobel, E. M. (2013). Mendel: the Swiss army knife of genetic analysis programs. BIOINFORMATICS, 29(12), 1568–1570. https://doi.org/10.1093/bioinformatics/btt187

Zhou, H., & Lange, K. (2013). Path Algorithm for Constrained Estimation. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(2), 261–283. https://doi.org/10.1080/10618600.2012.681248

Zhou, H., Li, L., & Zhu, H. (2013). Tensor Regression with Applications in Neuroimaging Data Analysis. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 540–552. https://doi.org/10.1080/01621459.2013.776499

Riley, L., Zhou, H., Lange, K., Sinsheimer, J. S., & Sehl, M. E. (2012). Determining duration of HER2-targeted therapy using stem cell extinction models. PLoS One, 7(12).

Zhou, H., & Zhang, Y. (2012). EM vs MM: A case study. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 56(12), 3909–3920. https://doi.org/10.1016/j.csda.2012.05.018

Zhou, H., Sobel, E., & Lange, K. (2012). Fast genome-wide QTL association mapping with pedigrees. Genetic Epidemiology, 36(7), 771–772.

Zhu, H., Li, L., & Zhou, H. (2012, September 15). Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping. BIOINFORMATICS, Vol. 28, pp. I375–I381. https://doi.org/10.1093/bioinformatics/bts406

Sehl, M., Zhou, H., Sinsheimer, J. S., & Lange, K. L. (2011). Extinction models for cancer stem cell therapy. MATHEMATICAL BIOSCIENCES, 234(2), 132–146. https://doi.org/10.1016/j.mbs.2011.09.005

Zhou, H., Sehl, M. E., Sinsheimer, J. S., & Lange, K. (2010). Association screening of common and rare genetic variants by penalized regression. BIOINFORMATICS, 26(19), 2375–2382. https://doi.org/10.1093/bioinformatics/btq448

Zhou, H., Lange, K., & Suchard, M. A. (2010). Graphics Processing Units and High-Dimensional Optimization. STATISTICAL SCIENCE, 25(3), 311–324. https://doi.org/10.1214/10-sts336