Huang, Jian

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Shuangge MaYale UniversityVerified email at yale.edu
Jin LiuSchool of Data Science, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Veronica J VielandProfessor Emerita, The Ohio State UniversityVerified email at mathmed.org
Patrick BrehenyProfessor of Biostatistics, University of IowaVerified email at uiowa.edu
Val C. Sheffield, M.D., Ph.D.Investigator, Howard Hughes Medical Institute, Professor of Pediatrics, University of IowaVerified email at uiowa.edu
Terry BraunBiomedical Engineering, Ophthalmology, University of IowaVerified email at eng.uiowa.edu
Jon A. WellnerProfessor Emeritus of Statistics, University of WashingtonVerified email at stat.washington.edu
Edwin M. StoneUniversity of Iowa, Carver College of Medicine, Department of Ophthalmology and Visual SciencesVerified email at uiowa.edu
Todd ScheetzUniversity of IowaVerified email at uiowa.edu
Thomas CasavantProfessor of Electrical and Computer Engineering, Biomedical Engineering, Chair in Bioinformatics and Computational BiologyVerified email at uiowa.edu
Yuan HuangYale UniversityVerified email at yale.edu
Hongzhe Li, PhDUniversity of PennsylvaniaVerified email at upenn.edu
Robert F MullinsInstitute for Vision Research, Department of Ophthalmology, U of IowaVerified email at uiowa.edu
Minggen LuUniversity of Nevada, RenoVerified email at unr.edu
Yi XingProfessor, Children's Hospital of Philadelphia & University of PennsylvaniaVerified email at ucla.edu
Juw Won ParkUniversity of LouisvilleVerified email at louisville.edu
Anthony (Tony) RossiniBiomedical Informatics, University of Washington, and Data Office, UCBVerified email at uw.edu
Jun YanUniversity of ConnecticutVerified email at uconn.edu
Yi YuDepartment of Statistics, University of WarwickVerified email at warwick.ac.uk
zhiliang yingprofessor of statistics, columbia universityVerified email at stat.columbia.edu

Huang, Jian

Departments of Data Science and AI, and Applied Mathematics, The Hong Kong Polytechnic University

Verified email at polyu.edu.hk - Homepage

Statistics Machine Learning Biostatistics Bioinformatics


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The sparsity and bias of the lasso selection in high-dimensional linear regression CH Zhang, J Huang	977	2008
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection P Breheny, J Huang The annals of applied statistics 5 (1), 232, 2011	941	2011
Adaptive Lasso for sparse high-dimensional regression models J Huang, S Ma, CH Zhang Statistica Sinica, 1603-1618, 2008	760	2008
Variable selection in nonparametric additive models J Huang, JL Horowitz, F Wei Annals of statistics 38 (4), 2282, 2010	628	2010
Asymptotic properties of bridge estimators in sparse high-dimensional regression models J Huang, JL Horowitz, S Ma	595	2008
Efficient estimation for the proportional hazards model with interval censoring J Huang The Annals of Statistics 24 (2), 540-568, 1996	573	1996
Homozygosity mapping with SNP arrays identifies TRIM32, an E3 ubiquitin ligase, as a Bardet–Biedl syndrome gene (BBS11) AP Chiang, JS Beck, HJ Yen, MK Tayeh, TE Scheetz, RE Swiderski, ... Proceedings of the National Academy of Sciences 103 (16), 6287-6292, 2006	540	2006
A selective review of group selection in high-dimensional models J Huang, P Breheny, S Ma Statistical science: a review journal of the Institute of Mathematical …, 2012	484	2012
A group bridge approach for variable selection J Huang, S Ma, H Xie, CH Zhang Biometrika 96 (2), 339-355, 2009	403	2009
Choriocapillaris vascular dropout related to density of drusen in human eyes with early age-related macular degeneration RF Mullins, MN Johnson, EA Faidley, JM Skeie, J Huang Investigative ophthalmology & visual science 52 (3), 1606-1612, 2011	388	2011
MATS: a Bayesian framework for flexible detection of differential alternative splicing from RNA-Seq data S Shen, JW Park, J Huang, KA Dittmar, Z Lu, Q Zhou, RP Carstens, Y Xing Nucleic acids research 40 (8), e61-e61, 2012	372	2012
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors P Breheny, J Huang Statistics and computing 25, 173-187, 2015	347	2015
Penalized feature selection and classification in bioinformatics S Ma, J Huang Briefings in bioinformatics 9 (5), 392-403, 2008	342	2008
Regulation of gene expression in the mammalian eye and its relevance to eye disease TE Scheetz, KYA Kim, RE Swiderski, AR Philp, TA Braun, KL Knudtson, ... Proceedings of the National Academy of Sciences 103 (39), 14429-14434, 2006	330	2006
Interval censored survival data: a review of recent progress J Huang, JA Wellner Proceedings of the first Seattle symposium in biostatistics: survival …, 1997	322	1997
Penalized methods for bi-level variable selection P Breheny, J Huang Statistics and its interface 2 (3), 369, 2009	315	2009
Supervised group Lasso with applications to microarray data analysis S Ma, X Song, J Huang BMC bioinformatics 8, 1-17, 2007	304	2007
Evidence supporting WNT2 as an autism susceptibility gene TH Wassink, J Piven, VJ Vieland, J Huang, RE Swiderski, J Pietila, ... American journal of medical genetics 105 (5), 406-413, 2001	285	2001
Sieve estimation for the proportional-odds failure-time regression model with interval censoring J Huang, AJ Rossini Journal of the American Statistical Association 92 (439), 960-967, 1997	233	1997
SCAD-penalized regression in high-dimensional partially linear models H Xie, J Huang	227	2009

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