JH
Jianhua Z. Huang
stat.APastro-ph.SRmath.STstat.THastro-ph.GAcs.LGstat.MEAlgorithmsassessment toolsastro-ph.CO
On Valency
published · living versionsW_cf9mfxvt·v1 · currentpublished
Functional principal components analysis via penalized rank one approximation
with Haipeng Shen, Andreas Buja
1 version
Preprints & journals
34 papers in the corpus · 2006–2024The M33 Synoptic Stellar Survey. III. Miras and LPVs in griJHKs2405.00503v1 · Tarini Konchady, Lucas Macri, Xiaomeng Yan et al.2024 · 0 citationsarXiv
Penalized spline estimation of principal components for sparse functional data: rates of convergence2402.05438v1 · Shiyuan He, Jianhua Z. Huang, Kejun He2024 · 3 citationsarXiv
scTenifoldKnk: An efficient virtual knockout tool for gene function predictions via single-cell gene regulatory network perturbation.35510185 · Osorio, Daniel, Zhong, Yan, Li, Guanxun et al.2024 · 332 citationsPatterns (New York, N.Y.). 2022;3(3):100434
Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks2106.00884v2 · Mohammadreza Armandpour, Brian Kidd, Yu Du et al.2021 · 28 citationsarXiv
Asymptotic Properties of Penalized Spline Estimators in Concave Extended Linear Models: Rates of Convergence2105.06367v1 · Jianhua Z. Huang, Ya Su2021 · 9 citationsarXiv
Simultaneous inference of periods and period-luminosity relations for Mira variable stars2101.02938v1 · Shiyuan He, Zhenfeng Lin, Wenlong Yuan et al.2021 · 2 citationsarXiv
Functional PCA with Covariate Dependent Mean and Covariance Structure2001.11425v2 · Fei Ding, Shiyuan He, David E. Jones et al.2020 · 8 citationsTechnometrics, 64(3), 335-345 (2022)
Global Adversarial Attacks for Assessing Deep Learning Robustness1906.07920v1 · Hanbin Hu, Mit Shah, Jianhua Z. Huang et al.2019 · 3 citationsarXiv
Near-infrared Mira Period-Luminosity Relations in M331807.03544v1 · Wenlong Yuan, Lucas M. Macri, Atefeh Javadi et al.2018 · 41 citationsThe Astronomical Journal, 156, 3 (2018)
Exponential Family Functional data analysis via a low-rank model.29738627 · Li, Gen, Huang, Jianhua Z, Shen, Haipeng2019 · 19 citationsBiometrics. 2018;74(4):1301-1310
Characterization of Type Ia Supernova Light Curves Using Principal Component Analysis of Sparse Functional Data1802.06125v1 · Shiyuan He, Lifan Wang, Jianhua Z. Huang2018 · 26 citationsarXiv
Large Magellanic Cloud Near-Infrared Synoptic Survey. V. Period-Luminosity Relations of Miras1708.04742v1 · Wenlong Yuan, Lucas M. Macri, Shiyuan He et al.2017 · 47 citationsarXiv
The M33 Synoptic Stellar Survey. II. Mira Variables1703.01000v2 · Wenlong Yuan, Shiyuan He, Lucas M. Macri et al.2017 · 31 citationsThe Astronomical Journal, 153:170 (2017)
Protein Structure Classification and Loop Modeling Using Multiple Ramachandran Distributions.28280526 · Najibi, Seyed Morteza, Maadooliat, Mehdi, Zhou, Lan et al.2025 · 25 citationsComputational and structural biotechnology journal. 2017;15:243-254
Asymptotic properties of adaptive group Lasso for sparse reduced rank regression1609.06806v2 · Kejun He, Jianhua Z. Huang2016 · 2 citationsStat, 5:1, 251-261 (2016)
Period estimation for sparsely-sampled quasi-periodic light curves applied to Miras1609.06680v3 · Shiyuan He, Wenlong Yuan, Jianhua Z. Huang et al.2016 · 20 citationsThe Astronomical Journal, 152 (6), 164 (2016)
Sparse Exponential Family Principal Component Analysis.28066030 · Lu, Meng, Huang, Jianhua Z, Qian, Xiaoning2020 · 18 citationsPattern recognition. 2016;60:681-691
Methods to assess an exercise intervention trial based on 3-level functional data.25987650 · Li, Haocheng, Kozey Keadle, Sarah, Staudenmayer, John et al.2016 · 19 citationsBiostatistics (Oxford, England). 2015;16(4):754-71
Integrating Data Transformation in Principal Components Analysis.25914514 · Maadooliat, Mehdi, Huang, Jianhua Z, Hu, Jianhua2020 · 33 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2015;24(1):84-103
1550-nm time-of-flight ranging system employing laser with multiple repetition rates for reducing the range ambiguity.24663784 · Liang, Yan, Huang, Jianhua, Ren, Min et al.2014 · 74 citationsOptics express. 2014;22(4):4662-70
Asymptotic optimality and efficient computation of the leave-subject-out cross-validation1302.4607v1 · Ganggang Xu, Jianhua Z. Huang2013 · 45 citationsAnnals of Statistics 2012, Vol. 40, No. 6, 3003-3030
Functional dynamic factor models with application to yield curve forecasting1209.6172v1 · Spencer Hays, Haipeng Shen, Jianhua Z. Huang2012 · 87 citationsAnnals of Applied Statistics 2012, Vol. 6, No. 3, 870-894on Valency
Assessing protein conformational sampling methods based on bivariate lag-distributions of backbone angles.22926831 · Maadooliat, Mehdi, Gao, Xin, Huang, Jianhua Z2014 · 11 citationsBriefings in bioinformatics. 2013;14(6):724-36
Partially Linear Varying Coefficient Models Stratified by a Functional Covariate.22904586 · Maity, Arnab, Huang, Jianhua Z2024 · 8 citationsStatistics & probability letters. 2012;82(10):1807-1814
Penalized Nonlinear Least Squares Estimation of Time-Varying Parameters in Ordinary Differential Equations.23155351 · Cao, Jiguo, Huang, Jianhua Z, Wu, Hulin2021 · 49 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2012;21(1):42-56
Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data.20396628 · Zhou, Lan, Huang, Jianhua Z, Martinez, Josue G et al.2025 · 81 citationsJournal of the American Statistical Association. 2010;105(489):390-400
A statistical framework for protein quantitation in bottom-up MS-based proteomics.19535538 · Karpievitch, Yuliya, Stanley, Jeff, Taverner, Thomas et al.2010 · 175 citationsBioinformatics (Oxford, England). 2009;25(16):2028-34
Bootstrap consistency for general semiparametric -estimation0906.1310v2 · Guang Cheng, Jianhua Z. Huang2009 · 132 citationsAnnals of Statistics 2010, Vol. 38, No. 5, 2884-2915
USE OF MULTIPLE SINGULAR VALUE DECOMPOSITIONS TO ANALYZE COMPLEX INTRACELLULAR CALCIUM ION SIGNALS.20428493 · Martinez, Josue G, Huang, Jianhua Z, Burghardt, Robert C et al.2025 · 4 citationsThe annals of applied statistics. 2009;3(4):1467-1492
Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements.20054431 · Wang, Lifeng, Li, Hongzhe, Huang, Jianhua Z2025 · 301 citationsJournal of the American Statistical Association. 2008;103(484):1556-1569
Functional principal components analysis via penalized rank one approximation0807.4862v1 · Jianhua Z. Huang, Haipeng Shen, Andreas Buja2008 · 80 citationsElectronic Journal of Statistics 2008, Vol. 2, 678-695on Valency
Goos-Hänchen-Like Shifts in Atom Optics0802.2149v2 · Jianhua Huang, Zhenglu Duan, Hong Y. Ling et al.2008 · 62 citationsarXiv
Joint modelling of paired sparse functional data using principal components.19396364 · Zhou, Lan, Huang, Jianhua Z, Carroll, Raymond J2025 · 125 citationsBiometrika. 2008;95(3):601-619
Polynomial spline estimation and inference of proportional hazards regression models with flexible relative risk form.16984322 · Huang, Jianhua Z, Liu, Linxu2007 · 76 citationsBiometrics. 2006;62(3):793-802
Career total: 91 works. 34 are in this corpus.
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