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. C., & 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. F., Crowley, J. J., Chen, T. H., Zhou, H., Chu, H. T., … 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. C. (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. X. (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. X., & Zhu, H. T. (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. W. (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. J., Li, L. X., & Zhou, H. (2012). Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping. Bioinformatics, 28(18), I375–381. 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