- 黃信誠
Publications
 
Papers
  • Chun-Shu Chen* and Hsin-Cheng Huang, 2011-01, An Improved Cp Criterion for Spline Smoothing, Journal of Statistical Planning and Inference, 141(1), 445-452, [SCI] (IF 0.725).
  • Ying-Pin Chen, Hsin-Cheng Huang, and I-Ping Tu, 2010-12, A New Approach for Selecting the Number of Factors, Computational Statistics & Data Analysis, 54(12), 2990-2998, [SCI].
  • Hsin-Cheng Huang*, Nan-Jung Hsu, David Theobald, and Jay Breidt, 2010-12, Spatial Lasso with applications to GIS model selection, Journal of Computational and Graphical Statistics, 19(4), 963-983, [SCI] (IF 1.258).
  • Jun Zhu* and Hsin-Cheng Huang, 2010-06, On selection of spatial linear models for lattice data, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 72(3), 389-402, [SCI] (IF 2.835).
  • Xiaotong Shen* and Hsin-Cheng Huang, 2010-06, Grouping pursuit through a regularization solution surface, Journal of the American Statistical Association, 490(2), 727-739, [SCI] (IF 2.394).
  • Hsin-Cheng Huang* and Noel Cressie, 1996, Spatio-temporal prediction of snow water equivalent using the Kalman filter, Computational Statistics and Data Analysis, 22, 159-175, [SCI] (IF 1.304).
  • Noel Cressie*, Hsin-Cheng Huang, 1997, Comment on``On Bayesian analysis of mixtures with an unknown number of components'', JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 59, 777, [SCI] (IF 4.81).
  • Hsin-Cheng Huang* and Noel Cressie, 2000, Deterministic/stochastic wavelet decomposition for recovery of signal from noisy data, Technometrics, 42, 262-276, [SCI] (IF 1.424).
  • Hsin-Cheng Huang* and Noel Cressie, 2000, Asymptotic properties of MLEs for partially ordered Markov models, Statistica Sinica, 10, 1325-1344, [SCI] (IF 1.44).
  • Hsin-Cheng Huang*, Noel Cressie, John Gabrosek, 2002, Fast, resolution-consistent spatial prediction of global processes from satellite data, Journal of Computational and Graphical Statistics, 11(1), 63-88, [SCI] (IF 1.269).
  • Song-Lih Huang*, Wen-Ling Cheng., Chung-Te Lee, Hsin-Cheng Huang, and Chang-Chuan Cha, 2002, Contribution of endotoxin in macrophage cytokine response to ambient particles in vitro, JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH-PART A-CURRENT ISSUES, 65, 1261-1272, [SCI] (IF 1.733).
  • Hsin-Cheng Huang* and Nna-Jung Hsu, 2004, Modeling transport effects on ground-level ozone using a non-stationary space-time model., Environmetrics, 15, 251-268, [SCI] (IF 1.096).
  • Xiaotong Shen*, Hsin-Cheng Huang, and Jianming Ye, 2004, Comment on â��The estimation of prediction error: covariance penalties and cross-validationâ�� by B. Efron., Journal of the American Statistical Association, 99, 634-637, [SCI] (IF 1.834).
  • Xiaotong Shen*, Hsin-Cheng Huang, and Jimmy Ye, 2004, Adaptive model selection and assessment for exponential family models, Technometrics, 46(3), 204-317, [SCI] (IF 1.424).
  • Jun Zhu*, Hsin-Cheng Huang, and Jungpin Wu, 2005, Modeling spatial-temporal binary data using Markov random fields., JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 10(2), 212-225, [SCI] (IF 1.235).
  • Hsin-Cheng Huang* and Thomas Lee, 2006, Data adaptive median filters for signal and image denoising using a generalized SURE criterion, IEEE Signal Processing Letters, 13, 561-564, [SCI] (IF 1.674).
  • Gardar Johannesson*, Noel Cressie, and Hsin-Cheng Huang, 2007-03, Dynamic multi-resolution spatial models, Environmental and Ecological Statistics, 14(1), 5-25, [SCI] (IF 0.868).
  • Hsin-Cheng Huang, Francisco Martinez, Jorge Mateu*, and Francisco Montes, 2007-05, Model comparison and selection for stationary space-time models, Computational Statistics & Data Analysis, 51(9), 4577-4596, [SCI] (IF 1.304).
  • Nan-Jung Hsu*, Ya-Mei Chang and Hsin-Cheng Huang, 2012-02, A Group Lasso Approach for Nonstationary Spatial-Temporal Covariance Estimation, Environmetrics, 23, 12-23, [SCI] (IF 1.096).
  • Chen, C.-S.* and Huang, H.-C., 2012-03, Geostatistical model averaging based on conditional information criteria, Environmental and Ecological Statistics, 19, 23-35, [SCI] (IF 0.868).
  • Lai, R, (Huang, H.-C.), and Lee, T., 2012-05, Fixed and random effects selection in nonparametric additive mixed models, Electronic Journal of Statistics, 6, 810-842, [SCI] (IF 0.794).
  • Shen, X., (Huang, H.-C.), and Pan, W., 2012-12, Simultaneous supervised clustering and feature selection over a graph, Biometrika, 99, 899-914, [SCI] (IF 1.65).
  • Chen, Y.-P. and Huang, H.-C.*, 2013-06, Nonstationary spatial modeling using penalized likelihood, STATISTICA SINICA, 23(3), 989-1017, [SCI] (IF 1.44).
  • Ya-Mei Chang, Nan-Jung Hsu*, Hsin-Cheng Huang, 2010-03, Semiparametric Estimation of Nonstationary Spatial Covariance Function, Journal of Computational and Graphical Statistics, 19, 117-139, [SCI] (IF 1.505).
  • Hsin-Cheng Huang* and Chun-Shu Chen, 2007-09, Optimal geostatistical model selection, Journal of the American Statistical Association, 102(479), 1009-1024, [SCI] (IF 2.086).
  • Xiaotong Shen* and Hsin-Cheng Huang, 2006-06, Optimal model assessment, selection and combination., Journal of the American Statistical Association, 101(474), 554-568, [SCI] (IF 2.171).
  • ShengLi Tzeng, Hsin-Cheng Huang*, and Noel Cressie, 2005, A fast, optimal spatial-prediction method for massive datasets., Journal of the American Statistical Association, 100, 1343-1357, [SCI] (IF 1.71).
  • Xiaotong Shen*, Hsin-Cheng Huang, and JimmyYe, 2004-09, Inference after model selection., Journal of the American Statistical Association, 99(467), 751-762, [SCI] (IF 1.978).
  • Xiaotong Shen*, Hsin-Cheng Huang, and Noel Cressie, 2002-12, Nonparametric hypothesis testing for a spatial signal, Journal of the American Statistical Association, 97(460), 1122-1140, [SCI] (IF 1.669).
  • Noel Cressie* and Hsin-Cheng Huang, 1999, Classes of nonseparable spatio-temporal stationary covariance functions, Journal of the American Statistical Association, 94(448), 1330-1340, [SCI].
Book Chapters
  • John Gabrosek*, Noel Cressie, and Hsin-Cheng Huang, 1999, Spatial-temporal prediction of level 3 data for NASA's Earth Observing System, Spatial Accuracy Assessment: Land Information Uncertainty in Natural Resources, 331-337.
  • Hsin-Cheng Huang* and Noel Cressie, 1999, Empirical Bayesian spatial prediction using wavelets, Bayesian Inference in Wavelet Based Model (Springer Lecture Notes in Statistics, 141), 203-222.
  • Hsin-Cheng Huang* and Noel Cressie, 2001, Multiscale graphical modeling in space: Applications to command and control, Spatial Statistics: Methodological Aspects and Applications (Springer Lecture Notes in Statistics, 159), 83-113.