ShengLi Tzeng, Bo-Yu Chen, and (Hsin-Cheng Huang*),2024-05,Assessing spatial stationarity and segmenting spatial processes into stationary components,JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS,29(2), 301-319,[SCI],[Scopus],(IF 2.267)
Nan-Jung Hsu*, (Hsin-Cheng Huang), Ruey S. Tsay, and Tzu-Chieh Kao,2024-02,Rank-R matrix autoregressive models for modeling spatio-temporal data,STATISTICS AND ITS INTERFACE,17, 275-290,[SCI],[Scopus],(IF 0.716)
ShengLi Tzeng, Chi-Wei, Lai, and (Hsin-Cheng Huang*),2023/12,Spatially adaptive calibrations of AirBox PM2.5 data,BIOMETRICS,79(4), 3637-3649,[SCI],(IF 1.701)
Chih-Hao Chang*, (Hsin-Cheng Huang), Ching-Kang Ing,2023-06,Selection of linear mixed-effects models for clustered data,Scandinavian Journal of Statistics,50 (2), 875-897,[SCI],(IF 1.04)
Din-Chih Lin, (Hsin-Cheng Huang), ShengLi Tzeng*,2023-03-09,Some enhancements to deepkriging,STAT,[SCI],(IF 2.451)
Chih-Hao Chang*, (Hsin-Cheng Huang*), Ching-Kang Ing,2022-05-14,Inference of random effects for linear mixed-effects models with a fixed number of clusters,ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS,74, 1143-1161,[SCI],(IF 1.18)
(Hsin-Cheng Huang*), Noel Cressie, Andrew Zammit-Mangion, and Guowen Huang,2021-12,False discovery rates to detect signals from incomplete spatially aggregated data,JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS,30(4), 1081-1094,[Scopus],[SCI],(IF 1.884)
Nan-Jung Hsu, (Hsin-Cheng Huang*), Ruey S. Tsay,,2021-12,Matrix autoregressive spatio-temporal models,JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS,30(4), 1143-1155,[SCI],[Scopus],(IF 1.884)
Yuan Yan*, (Hsin-Cheng Huang), Marc G. Genton,2021-09,Vector autoregressive models with spatially structured coefficients for time series on a spatial grid,JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS,26(3), 387-408,[SCI],[Scopus],(IF 2.267)
Shih-Hao Huang, (Hsin-Cheng Huang*), Ruey S. Tsay, Guangming Pan,2021-06,Testing independence between two spatial random fields,JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS,26(2), 161-179,[Scopus],[SCI],(IF 2.267)
Chi-Wei Lai, (Hsin-Cheng Huang*),2020-06,Intensity estimation of spatial point processes based on area-aggregated data,Japanese Journal of Statistics and Data Science,3, 413-428
Xiaotong Shen*, (Hsin-Cheng Huang),2020-03,Comment on Rosset's and Tibshirani's paper, entitled "From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation",JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,115, 152-156,[SCI],[Scopus],(IF 4.369)
Guowen Huang, Ling-Jyh Chen, Wen-Han Hwang, ShengLi Tzeng, and (Hsin-Cheng Huang*),2018-12,Real-time PM2.5 mapping and anomaly detection from AirBoxes in Taiwan,ENVIRONMETRICS,29,[SCI],(IF 1.527)
Wen-Ting Wang and (Hsin-Cheng Huang*),2018-03,Regularized Spatial Maximum Covariance Analysis,ENVIRONMETRICS,29(2), 1-19,[SCI],[Scopus],(IF 1.527)
Chih-Hao Chang, (Hsin-Cheng Huang), and Ching-Kang Ing*,2017-02,Mixed Domain Asymptotics for a Stochastic Process Model with Time Trend and Measurement Error,BERNOULLI,23, 159-190,[SCI],(IF 1.822)
Wen-Ting Wang and (Hsin-Cheng Huang*),2017-02-16,Regularized principal component analysis for spatial data,JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS,26(1), 14-25,[SCI],[Scopus],(IF 1.884)
(Hsin-Cheng Huang) and Thomas C.M. Lee*,2016-10,High-Dimensional Covariance Estimation under the Presence of Outliers,STATISTICS AND ITS INTERFACE,9, 461-468,[SCI],(IF 0.716)
Chih-Hao Chang, (Hsin-Cheng Huang*), Ching-Kang Ing,2014-12,Asymptotic theory of generalized information criterion for geostatistical regression model selection,ANNALS OF STATISTICS,42, 2441-2468,[SCI],(IF 4.904)
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 3.028)
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 1.225)
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 2.365)
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 1.527)
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 1.095)
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],(IF 2.035)
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 1.884)
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