Hongxiao Zhu, Ph.D. - Publications

Affiliations: 
2009 Rice University, Houston, TX 
Area:
Statistics, Biostatistics Biology, Mathematics

17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Huo S, Morris JS, Zhu H. Ultra-Fast Approximate Inference Using Variational Functional Mixed Models. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 32: 353-365. PMID 37608921 DOI: 10.1080/10618600.2022.2107532  0.346
2018 Zhu H, Versace F, Cinciripini PM, Rausch P, Morris JS. Robust and Gaussian spatial functional regression models for analysis of event-related potentials. Neuroimage. 181: 501-512. PMID 30057352 DOI: 10.1016/J.Neuroimage.2018.07.006  0.413
2018 Zhu H, Caspers P, Morris JS, Wu X, Müller R. A Unified Analysis of Structured Sonar-terrain Data using Bayesian Functional Mixed Models. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 60: 112-123. PMID 29749977 DOI: 10.1080/00401706.2016.1274681  0.414
2017 Ming C, Zhu H, Müller R. A simplified model of biosonar echoes from foliage and the properties of natural foliages. Plos One. 12: e0189824. PMID 29240840 DOI: 10.1371/Journal.Pone.0189824  0.366
2017 Zhu H, Morris JS, Wei F, Cox DD. Multivariate functional response regression, with application to fluorescence spectroscopy in a cervical pre-cancer study. Computational Statistics & Data Analysis. 111: 88-101. PMID 29051679 DOI: 10.1016/J.Csda.2017.02.004  0.623
2017 Ming C, Gupta AK, Lu R, Zhu H, Müller R. A computational model for biosonar echoes from foliage. Plos One. 12: e0182824. PMID 28817631 DOI: 10.1371/Journal.Pone.0182824  0.367
2017 León Novelo LG, Womack A, Zhu H, Wu X. A Bayesian analysis of quantal bioassay experiments incorporating historical controls via Bayes factors. Statistics in Medicine. PMID 28106916 DOI: 10.1002/Sim.7218  0.59
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and Mean-Covariance Estimation of Functional Data with a Bayesian Hierarchical Model. Bayesian Analysis. 11: 649-670. PMID 34457106 DOI: 10.1214/15-ba967  0.618
2016 Zhang L, Baladandayuthapani V, Zhu H, Baggerly KA, Majewski T, Czerniak BA, Morris JS. Functional CAR models for large spatially correlated functional datasets. Journal of the American Statistical Association. 111: 772-786. PMID 28018013 DOI: 10.1080/01621459.2015.1042581  0.413
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and mean-Covariance estimation of functional data with a bayesian hierarchical model Bayesian Analysis. 11: 649-670. DOI: 10.1214/15-Ba967  0.637
2016 Wang CH, Harken B, Osorio-Murillo CA, Zhu HH, Rubin Y. Bayesian approach for probabilistic site characterization assimilating borehole experiments and Cone Penetration Tests Engineering Geology. 207: 1-13. DOI: 10.1016/J.Enggeo.2016.04.002  0.317
2015 Wu X, Zhu H. Fast maximum likelihood estimation of mutation rates using a birth-death process. Journal of Theoretical Biology. 366: 1-7. PMID 25446709 DOI: 10.1016/J.Jtbi.2014.11.009  0.339
2014 Zhu H, Yao F, Zhang HH. Structured functional additive regression in reproducing kernel Hilbert spaces. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 76: 581-603. PMID 25013362 DOI: 10.1111/Rssb.12036  0.453
2012 Zhu H, Brown PJ, Morris JS. Robust classification of functional and quantitative image data using functional mixed models. Biometrics. 68: 1260-8. PMID 22670567 DOI: 10.1111/J.1541-0420.2012.01765.X  0.45
2012 Wei F, Zhu H. Group coordinate descent algorithms for nonconvex penalized regression Computational Statistics & Data Analysis. 56: 316-326. DOI: 10.1016/J.Csda.2011.08.007  0.356
2011 Zhu H, Brown PJ, Morris JS. Robust, Adaptive Functional Regression in Functional Mixed Model Framework. Journal of the American Statistical Association. 106: 1167-1179. PMID 22308015 DOI: 10.1198/Jasa.2011.Tm10370  0.493
2010 Zhu H, Vannucci M, Cox DD. A bayesian hierarchical model for classification with selection of functional predictors. Biometrics. 66: 463-73. PMID 19508236 DOI: 10.1111/J.1541-0420.2009.01283.X  0.621
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