Search Results - "Hsin-Cheng Huang"

Spatially adaptive calibrations of airbox PM2.5 data by Tzeng, ShengLi, Lai, Chi‐Wei, Huang, Hsin‐Cheng

“…The Taiwan air quality monitoring network (TAQMN) and the AirBox network both monitor PM2.5 in Taiwan. The TAQMN, managed by Taiwan's Environmental Protection…”
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False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data by Huang, Hsin-Cheng, Cressie, Noel, Zammit-Mangion, Andrew, Huang, Guowen

“…There are a number of ways to test for the absence/presence of a spatial signal in a completely observed fine-resolution image. One of these is a powerful…”
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Discussion of "From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation" by Shen, Xiaotong, Huang, Hsin-Cheng

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Grouping Pursuit Through a Regularization Solution Surface by Shen, Xiaotong, Huang, Hsin-Cheng

“…Extracting grouping structure or identifying homogenous subgroups of predictors in regression is crucial for high-dimensional data analysis. A low-dimensional…”
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Selection of linear mixed‐effects models for clustered data by Chang, Chih‐Hao, Huang, Hsin‐Cheng, Ing, Ching‐Kang

“…We consider model selection for linear mixed‐effects models with clustered structure, where conditional Kullback–Leibler (CKL) loss is applied to measure the…”
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Assessing Spatial Stationarity and Segmenting Spatial Processes into Stationary Components by Tzeng, ShengLi, Chen, Bo-Yu, Huang, Hsin-Cheng

“…In this research, we propose a novel technique for visualizing nonstationarity in geostatistics, particularly when confronted with a single realization of data…”
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Matrix Autoregressive Spatio-Temporal Models by Hsu, Nan-Jung, Huang, Hsin-Cheng, Tsay, Ruey S.

“…Matrix-variate time series are now common in economic, medical, environmental, and atmospheric sciences, typically associated with large matrix dimensions. We…”
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Vector Autoregressive Models with Spatially Structured Coefficients for Time Series on a Spatial Grid by Yan, Yuan, Huang, Hsin-Cheng, Genton, Marc G.

“…Motivated by the need to analyze readily available data collected in space and time, especially in environmental sciences, we propose a parsimonious…”
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Inference of random effects for linear mixed-effects models with a fixed number of clusters by Chang, Chih-Hao, Huang, Hsin-Cheng, Ing, Ching-Kang

“…We consider a linear mixed-effects model with a clustered structure, where the parameters are estimated using maximum likelihood (ML) based on possibly…”
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Classes of Nonseparable, Spatio-Temporal Stationary Covariance Functions by Cressie, Noel, Huang, Hsin-Cheng

“…Suppose that a random process Z(s;t), indexed in space and time, has spatio-temporal stationary covariance C(h;u), where h ∈ ℝ d (d ≥ 1) is a spatial lag and u…”
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Swapping the Positions in a Cross-Strand Lateral Ion-Pairing Interaction between Ammonium- and Carboxylate-Containing Residues in a β-Hairpin by Huang, Cheng-Hsin, Wong, Tong Wai, Yu, Chen-Hsu, Chang, Jing-Yuan, Huang, Shing-Jong, Huang, Shou-Ling, Cheng, Richard P

“…Cross-strand lateral ion-pairing interactions are important for antiparallel β-sheet stability. Statistical studies suggested that swapping the position of…”
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Testing Independence Between Two Spatial Random Fields by Huang, Shih-Hao, Huang, Hsin-Cheng, Tsay, Ruey S., Pan, Guangming

“…In this article, we consider testing independence between two spatial Gaussian random fields evaluated, respectively, at p and q locations with sample size n ,…”
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Some enhancements to DeepKriging by Lin, Ding‐Chih, Huang, Hsin‐Cheng, Tzeng, ShengLi

“…With an increased volume of spatial data, conventional spatial prediction methods have encountered significant challenges in handling complex data structures…”
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On selection of spatial linear models for lattice data by Zhu, Jun, Huang, Hsin-Cheng, Reyes, Perla E

“…Spatial linear models are popular for the analysis of data on a spatial lattice, but statistical techniques for selection of covariates and a neighbourhood…”
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Longer charged amino acids favor β‐strand formation in hairpin peptides by Chang, Jing‐Yuan, Li, Nian‐Zhi, Wang, Wei‐Ming, Liu, Chih‐Ting, Yu, Chen‐Hsu, Chen, Yan‐Chen, Lu, Daniel, Lin, Pei‐Hsuan, Huang, Cheng‐Hsin, Kono, Orika, Yang, Tzu‐Yi, Sun, Yi‐Ting, Huang, Pei‐Yu, Pan, Yen‐Jin, Chen, Ting‐Hsuan, Liu, Mu‐Chun, Huang, Shou‐Ling, Huang, Shing‐Jong, Cheng, Richard P.

“…Interactions between charged amino acids significantly influence the structure and function of proteins. The encoded charged amino acids Asp, Glu, Arg, and Lys…”
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Regularized spatial maximum covariance analysis by Wang, Wen‐Ting, Huang, Hsin‐Cheng

“…In climate and atmospheric research, many phenomena involve more than one spatial processes covarying in space. To understand how one process is affected by…”
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A G-Code Generator for Volumetric Models by Ueng, Shyh-Kuang, Huang, Hsuan-Kai, Huang, Hsin-Cheng

“…In layered manufacturing (LM), slicers are employed to convert input geometric models into G-codes. Conventional slicers accept only surface models as input…”
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Layered manufacturing for medical imaging data by Ueng, Shyh-Kuang, Huang, Hsin-Cheng, Chou, Chieh-Shih, Huang, Hsuan-Kai

“…Layered manufacturing techniques have been successfully employed to construct scanned objects from three-dimensional medical image data sets. The printed…”
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Optimal Model Assessment, Selection, and Combination by Shen, Xiaotong, Huang, Hsin-Cheng

“…Central to statistical theory and application is statistical modeling, which typically involves choosing a single model or combining a number of models of…”
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Data Adaptive Median Filters for Signal and Image Denoising Using a Generalized SURE Criterion by Hsin-Cheng Huang, Lee, T.C.M.

“…Due to its effectiveness for removing heavy-tail noise and preserving abrupt structures hidden in noisy data, median filtering has long been a popular tool for…”
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