研究成果

第 1 到 51 筆結果，共 51 筆。

公開日期題名作者關聯scopusWOS全文
12024Rank-R matrix autoregressive models for modeling spatio-temporal dataNan-Jung Hsu; Hsin-Cheng Huang ; Ruey S. Tsay; Tzu-Chieh KaoSTATISTICS AND ITS INTERFACE 17(2), 275-290
22023Selection of linear mixed-effects models for clustered dataChih-Hao Chang; Hsin-Cheng Huang ; Ching-Kang Ing Scandinavian Journal of Statistics 50(2), 875-897
32023Some Enhancements to DeepKrigingDin-Chih Lin; Hsin-Cheng Huang ; ShengLi TzengSTAT 12(1), e559
42022Spatially Varying Coefficient Models Using Reduced-Rank Thin-Plate SplinesYu-Ting Fan; Hsin-Cheng Huang Spatial Statistics 51, 100654
52022Regularized principal component analysisHsin-Cheng Huang ; Nan-Jung HsuWiley StatsRef: Statistics Reference Online
62022Inference of random effects for linear mixed-effects models with a fixed number of clustersChih-Hao Chang; Hsin-Cheng Huang ; Ching-Kang IngAnnals of the Institute of Statistical Mathematics 74, 143-1161
72021Testing independence between two spatial random fieldsShih-Hao Huang; Hsin-Cheng Huang ; Ruey S. Tsay; Guangming PanJOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 26, 161-179
82021Matrix autoregressive spatio-temporal modelsNan-Jung Hsu; Hsin-Cheng Huang ; Ruey S. TsayJOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 30(4), 1143-1155
92021Vector autoregressive models with spatially structured coefficients for time series on a spatial gridYuan Yan; Hsin-Cheng Huang ; Marc G. GentonJOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 26, 387-408
102020False discovery rates to detect signals from incomplete spatially aggregated dataHsin-Cheng Huang ; Noel Cressie; Andrew Zammit-Mangion; Guowen HuangJOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
112020Intensity estimation of spatial point processes based on area-aggregated dataChi-Wei Lai; Hsin-Cheng Huang Japanese Journal of Statistics and Data Science 3, 413-428
122018Real-time PM2.5 mapping and anomaly detection from AirBoxes in TaiwanGuowen Huang; Ling-Jyh Chen ; Wen-Han Hwang; ShengLi Tzeng; Hsin-Cheng Huang ENVIRONMETRICS 29(8), e2537
132018Comment on Rosset's and Tibshirani's paper, entitled From Fixed-X to Random-X Regression: Bias-Variance Decompositions Covariance Penalties and Prediction Error EstimationXiaotong Shen; Hsin-Cheng Huang JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
142017Regularized principal component analysis for spatial dataWen-Ting Wang; Hsin-Cheng Huang JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 26(1), 14-25
152013Nonstationary spatial modeling using penalized likelihoodChen, Y. -P.; Huang, H. -C. Statistica Sinica 23(3), 989-1017
162012Simultaneous supervised clustering and feature selection over a graphShen, X.; Huang, H. -C. ; Pan, W.Biometrika 99, 899-914
172012Fixed and random effects selection in nonparametric additive mixed modelsLai, R; Huang, H. -C. ; Lee, T.Electronic Journal of Statistics 6, 810-842
182012Geostatistical model averaging based on conditional information criteriaChen, C. -S.; Huang, H. -C. Environmental and Ecological Statistics 19, 23-35
192012A Group Lasso Approach for Nonstationary Spatial-Temporal Covariance EstimationHsu, Nan-Jung; Chang, Ya-Mei; Huang, Hsin-Cheng Environmetrics 23, 12-23
202011An Improved Cp Criterion for Spline SmoothingChen, Chun-Shu; Huang, Hsin-Cheng Journal of Statistical Planning and Inference 141(1), 445-452
212010Spatial Lasso with applications to GIS model selectionHuang, Hsin-Cheng ; Hsu, Nan-Jung; Theobald, David; Breidt, JayJournal of Computational and Graphical Statistics 19(4), 963-983
222010A New Approach for Selecting the Number of FactorsChen, Yin-Ping; Huang, Hsin-Cheng ; Tu, I-Ping Computational Statistics & Data Analysis 54(12), 2990-2998
232010Grouping pursuit through a regularization solution surfaceShen, Xiaotong; Huang, Hsin-Cheng Journal of the American Statistical Association 490(2), 727-739
242010On selection of spatial linear models for lattice dataZhu, Jun; Huang, Hsin-Cheng JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 72(3), 389-402
252010Semiparametric Estimation of Nonstationary Spatial Covariance FunctionChang, Ya-Mei; Hsu, Nan-Jung; Huang, Hsin-Cheng Journal of Computational and Graphical Statistics 19, 117-139
262008Variable selection for geostatistical modelsHuang, Hsin-Cheng 
272007Optimal geostatistical model selectionHuang, Hsin-Cheng ; Chen, Chun-ShuJournal of the American Statistical Association 102(479), 1009-1024
282007Geostatistical Model Selection Using Data PerturbationHuang, Hsin-Cheng 
292007Model comparison and selection for stationary space-time modelsHuang, Hsin-Cheng ; Martinez, Francisco; Mateu, Jorge; Montes, FranciscoComputational Statistics & Data Analysis 51(9), 4577-4596
302007Dynamic multi-resolution spatial modelsJohannesson, Gardar; Cressie, Noel; Huang, Hsin-Cheng Environmental and Ecological Statistics 14(1), 5-25
312006Optimal model assessment, selection and combination.Shen, Xiaotong; Huang, Hsin-Cheng Journal of the American Statistical Association 101(474), 554-568
322006Data adaptive median filters for signal and image denoising using a generalized SURE criterionHuang, Hsin-Cheng ; Lee, ThomasIEEE Signal Processing Letters 13, 561-564
332005A fast, optimal spatial-prediction method for massive datasets.Tzeng, ShengLi; Huang, Hsin-Cheng ; Cressie, NoelJournal of the American Statistical Association 100, 1343-1357
342005Modeling spatial-temporal binary data using Markov random fields.Zhu, Jun; Huang, Hsin-Cheng ; Wu, JungpinJOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 10(2), 212-225
352004Inference after model selection.Shen, Xiaotong; Huang, Hsin-Cheng ; Ye, JimmyJournal of the American Statistical Association 99(467), 751-762
362004Adaptive model selection and assessment for exponential family modelsShen, Xiaotong; Huang, Hsin-Cheng ; Ye, JimmyTechnometrics 46(3), 204-317
372004Comment on “The estimation of prediction error: covariance penalties and cross-validation” by B. Efron.Shen, Xiaotong; Huang, Hsin-Cheng ; Ye, JianmingJournal of the American Statistical Association 99, 634-637
382004Modeling transport effects on ground-level ozone using a non-stationary space-time model.Huang, Hsin-Cheng ; Hsu, Nna-JungEnvironmetrics 15, 251-268
392002Nonparametric hypothesis testing for a spatial signalShen, Xiaotong; Huang, Hsin-Cheng ; Cressie, NoelJournal of the American Statistical Association 97(460), 1122-1140
402002Contribution of endotoxin in macrophage cytokine response to ambient particles in vitroHuang, Song-Lih; Cheng, Wen-Ling; Lee, Chung-Te; Huang, Hsin-Cheng ; Cha, Chang-ChuanJOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH-PART A-CURRENT ISSUES 65, 1261-1272
412002Fast, resolution-consistent spatial prediction of global processes from satellite dataHuang, Hsin-Cheng ; Cressie, Noel; Gabrosek, JohnJournal of Computational and Graphical Statistics 11(1), 63-88
422001Multiscale graphical modeling in space: Applications to command and controlHuang, Hsin-Cheng ; Cressie, NoelSpatial Statistics: Methodological Aspects and Applications (Springer Lecture Notes in Statistics,  159) (New York : Springer-Verlag)
432000Asymptotic properties of MLEs for partially ordered Markov modelsHuang, Hsin-Cheng ; Cressie, NoelStatistica Sinica 10, 1325-1344
442000Deterministic/stochastic wavelet decomposition for recovery of signal from noisy dataHuang, Hsin-Cheng ; Cressie, NoelTechnometrics 42, 262-276
451999Empirical Bayesian spatial prediction using waveletsHuang, Hsin-Cheng ; Cressie, NoelBayesian Inference in Wavelet Based Model (Springer Lecture Notes in Statistics, 141) (New York : Springer-Verlag)
461999Spatial-temporal prediction of level 3 data for NASA's Earth Observing SystemGabrosek, John; Cressie, Noel; Huang, Hsin-Cheng Spatial Accuracy Assessment: Land Information Uncertainty in Natural Resources (Chelsea, MI : Ann Arbor Press)
471999Classes of nonseparable spatio-temporal stationary covariance functionsCressie, Noel; Huang, Hsin-Cheng Journal of the American Statistical Association 94(448), 1330-1340
481997Comment on``On Bayesian analysis   of mixtures with an unknown number of components''Cressie, Noel; Huang, Hsin-Cheng JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 59, 777
491997雲林地區的同位素水文變化汪中和; 張慈君; 王麗文; 劉文徹; 于蓓; 黃信誠 中央研究院地球科學研究所, 69
501996Spatio-temporal prediction of snow water equivalent using the Kalman filterHuang, Hsin-Cheng ; Cressie, NoelComputational Statistics and Data Analysis 22, 159-175
51-Spatially adaptive calibrations of AirBox PM2.5 dataShengLi Tzeng; Chi-Wei Lai; Hsin-Cheng Huang BIOMETRICS