重點成果發表(2020.8-至今)

A flexible framework for N-mixture occupancy models: applications to breeding bird surveys

作者：Huu-Dinh Huynh、J Andrew Royle、黃文瀚(清大統計)

發表期刊：Biometrics

卷期與日期：Vol 81(3) (Sep. 2025)

Orthogonalized moment aberration for mixed-level multi-stratum factorial designs with partially-relaxed orthogonal block structures

作者：張明中(中研院統計所)

發表期刊：Journal of the Royal Statistical Society: Series B

日期：Accepted 23 May 2025

Finite Mixtures of Multivariate Contaminated Normal Censored Regression Models

作者：林宗儀(中興統計)、王婉倫(成大統計)

發表期刊：Journal of Computational and Graphical Statistics

日期：Accepted 22 Apr. 2025

Variable Selection for High-Dimensional Heteroscedastic Regression and Its Applications

作者：彭柏翔(清大統計)、邱海唐(中正數學)、黃學涵(中研院統計所)、銀慶剛(清大統計)

發表期刊：Journal of Computational and Graphical Statistics

日期：Accepted 9 Jan. 2025

Exploring the relationship between the geometry of a fixed embedding of image data and its underlying cluster structure

作者：陳彥賓(台大統計學程)、張孔綸(中研院統計所)、楊振翔(中研院統計所)

發表期刊：Journal of Computational and Graphical Statistics

日期：Published online: 05 Feb. 2025

Semiparametric sensitivity analysis: unmeasured confounding in observational studies

作者：Razieh Nabi、Matteo Bonvini、Edward H Kennedy、黃名鉞(中研院統計所)、

Marcela Smid、Daniel O Scharfstein

發表期刊：Biometrics

卷期與日期：Vol 80(4) (Oct. 2024)

High-Dimensional Knockoffs Inference for Time Series Data *

作者：紀建名(中研院統計所)、Yingying Fan、銀慶剛(清大統計)、Jinchi Lv

發表期刊：Journal of the American Statistical Association

日期：Published online: 27 Feb. 2025

Efficient data integration under prior probability shift

作者：黃名鉞(中研院統計所) 、 Jing Qin,、Chiung-Yu Huang

發表期刊：Biometrics

卷期與日期：Vol 80(2) (Jun. 2024)

AI-enhanced integration of genetic and medical imaging data for risk assessment of Type 2 diabetes

作者：黃怡嘉(陽明交大公衛)、陳君厚(中研院統計所) 、楊欣洲(中研院統計所)

發表期刊：Nature Communications

日期：Published online: 18 May 2024

A model-free variable screening method for optimal treatment regimes with high-dimensional survival data

作者：Cheng-Han Yang、鄭又仁(清大統計)

發表期刊：Biometrika

日期：Vol 111(4), p.1369-1386 (Apr 2024)

Supervised Stratified Subsampling for Predictive Analytics

作者：張明中(中研院統計所)

發表期刊：Journal of Computational and Graphical Statistics

日期：Vol 33(3) ,p1017-1036. (Feb. 2024)

A Geometric Algorithm for Contrastive Principal Component Analysis in HighDimension

作者：呂融昇(台大數學)、王紹宣(中央統計)、陳素雲(中研院統計所)

發表期刊：Journal of Computational and Graphical Statistics

日期：Vol 33 (3) ,p909-916. (Jan.2024)

Accurate and Ultra-Efficient p-Value Calculation for Higher Criticism Tests

作者：Wenjia Wang、Yusi Fang、張中(中山應數)、George C. Tseng

發表期刊：Journal of Computational and Graphical Statistics

日期： Vol.33(2) ,p.463-476 (Nov. 2023)

Big Data Model Building using Dimension Reduction and Sample Selection

作者：Lih-Yuan Deng、Ching-Chi Yang、Dale Bowman、Dennis K. J. Lin、盧鴻興(陽交統計)

發表期刊：Journal of Computational and Graphical Statistics

日期： Vol.33(2) ,p.435-447 (Nov. 2023)

備註：Online First Published

Analysis of length-biased and partly interval-censored survival data with mismeasured covariates

作者：陳立榜(政大統計)、邱邦旭(政大統計)

發表期刊：Biometrics

日期： First published July 2023

備註：Online First Published

Variable selection and estimation for misclassified binary responses and multivariate error-prone predictors

作者：陳立榜(政大統計)

發表期刊：Journal of Computational and Graphical Statistics

日期： Vol.33(2) ,p.407-420 (Jul. 2023)

備註：Online First Published

Multivariate Contaminated Normal Censored Regression Model: Properties and Maximum Likelihood Inference

作者：王婉倫(成大統計)

發表期刊：Journal of Computational and Graphical Statistics

日期： Accepted Feb. 2023

備註：Online First Published

Dual-Orthogonal Arrays for Order-of-Addition Two-Level Factorial Experiments

作者：蔡欣甫(台大農藝)

發表期刊：Technometrics

日期： First published Feb 2023

備註：Online First Published

Spatially adaptive calibrations of airbox PM2.5 data

作者：曾聖澧(中山應數)、賴驥緯(清大統計)、黃信誠(中研院統計所)

發表期刊：Biometrics

日期： First published Jan 2023

備註：Online First Published

Inference for the dimension of a regression relationship using pseudo-covariates

作者：黃世豪(中央數學)、Kerby Shedden、張馨文(中研院統計所)

發表期刊：Biometrics

卷期與日期：Vol 79(3), p2394-2403. (Sep. 2023)

Asymptotic Properties of High-Dimensional Random Forests

作者：紀建名(中研院統計所)、Patrick Vossler、Yingying Fan、Jinchi Lv

發表期刊：Annals of Statistics

日期： First published Dec 2022

備註：Online First Published

Adaptive Algorithm for Multi-armed Bandit Problem with High-dimensional Covariates

作者：Wei Qian、銀慶剛(清大統計)、Ji Liu

發表期刊：Journal of the American Statistical Association

日期： First Accepted Nov 2022

備註：Online First Published

卷期與日期：Vol 119(546), p970-982. (Jun. 2024)

Semiparametric estimation of the transformation model by leveraging external aggregate data in the presence of population heterogeneity

作者：鄭又仁(清大統計)、劉妍君(清大統計)、蔡長宇(清大統計)、Chiung-Yu Huang

發表期刊：Biometrics

卷期與日期：Vol 79(3), p1996-2009. (Sep. 2023)

Improved semiparametric estimation of the proportional rate model with recurrent event data

作者：黃名鉞(中研院統計所)、Chiung-Yu Huang

發表期刊：Biometrics

卷期與日期：Vol 79(3), p1686-1700. (Sep. 2023)

Empirical likelihood-based inference for functional means with application to wearable device data

作者：張馨文(中研院統計所)、Ian W. McKeague

發表期刊：Journal of the Royal Statistical Society: Series B

日期： First published November 2022

備註：Online First Published

An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices

作者：楊鈞澔(臺大數學)、Hani Doss、Baba C. Vemuri

發表期刊：Journal of the American Statistical Association

日期： Accepted Aug. 2022

備註：Online First Published

卷期與日期：Vol 119(545), p259-272. (Mar. 2024)

Predictive Subdata Selection for Computer Models

作者：張明中(中研院統計所)

發表期刊：Journal of Computational and Graphical Statistics

卷期與日期：Vol 32(2), p 613-630. (Jul. 2022)

A model for analyzing clustered occurrence data

作者：黃文瀚(中興統計)、Richard Huggins、Jakub Stoklosa

發表期刊：Biometrics

卷期與日期：Vol 78(2), p 598-611. (June. 2022)

Eigen-Adjusted Functional Principal Component Analysis

作者：江其衽(中研院統計所)、Eardi Lila、John AD Aston、Jane-Ling Wang

發表期刊：Journal of Computational and Graphical Statistics

卷期與日期：Vol 31(4), p 1141-1152. (June. 2022)

Forgotten books: The application of unseen species models to the survival of culture

作者：Mike Kestemont、Folgert Karsdorp、Elisabeth De Bruijn、Matthew Driscoll、Katarzyna A. Kapitan 、PÁDRAIG Ó MACHÁIN、Daniel Sawyer、Remco Sleiderink、趙蓮菊(清大統計)

發表期刊：Science

卷期與日期：Vol 375(6582), p 765-769. (Feb. 2022)

Consistent Order Selection for ARFIMA Processes

作者：黃學涵(清大統計)、Ngai Hang Chan、Kun Chen、銀慶剛(清大統計)

發表期刊：Annals of Statistics

卷期與日期：Vol 50(3), p 1297-1319. (June. 2022)

Reconciling the Gaussian and Whittle likelihood with an application to estimation in the frequency domain

作者：Suhasini Subba Rao、梁埈豪(中研院統計所)

發表期刊：Annals of Statistics

卷期與日期：Vol 49(5), p 2774-2802. (Oct. 2021)

Greedy Segmentation for a Functional Data Sequence

作者：陳裕庭(政大統計)、丘政民(中研院統計所)、黃子銘(政大統計)

發表期刊：Journal of the American Statistical Association

卷期與日期：Vol 118(542), p959-971. (Sep. 2021)

Causal mediation of semicompeting risks(with discussions)

作者：黃彥棕(中研院統計所)

發表期刊：Biometrics

卷期與日期：Vol 77(4), p 1143-1154. (Jul. 2021)

Matrix Autoregressive Spatio-Temporal Models

作者：徐南蓉(清大統計)、黃信誠(中研院統計所)、Ruey S. Tsay

發表期刊：Journal of Computational and Graphical Statistics

卷期與日期：Vol 30(4), p 1143-1155. (Jul. 2021)

Fast Forecast Reconciliation Using Linear Models

作者：Mahsa Ashouri(中研院統計所)、Rob J Hyndman、Galit Shmueli(清大服務科學研究所)

發表期刊：Journal of Computational and Graphical Statistics

卷期與日期：Vol 31(1), p 263-282. (Jul. 2021)

Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage

作者：Kun Zhou、李克昭(中研院統計所)、Qing Zhou

發表期刊：Journal of the American Statistical Association

卷期與日期：Vol 118(541), p469-488. (Jul. 2021)

False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data

作者：黃信誠(中研院統計所)、Noel Cressie、Andrew Zammit-Mangion、Guowen Huang

發表期刊：Journal of Computational and Graphical Statistics

卷期與日期：Vol 30(4), p 1081-1094. (Mar. 2021)

Model selection for high-dimensional linear regression with dependent observations

作者：銀慶剛(清大統計)

發表期刊：Annals of Statistics

卷期與日期：Vol 48(4), p 1959-1980. (Aug. 2020)

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國科會自然處統計學門

A flexible framework for N-mixture occupancy models: applications to breeding bird surveys

Orthogonalized moment aberration for mixed-level multi-stratum factorial designs with partially-relaxed orthogonal block structures

Finite Mixtures of Multivariate Contaminated Normal Censored Regression Models

Variable Selection for High-Dimensional Heteroscedastic Regression and Its Applications

Exploring the relationship between the geometry of a fixed embedding of image data and its underlying cluster structure

Semiparametric sensitivity analysis: unmeasured confounding in observational studies

High-Dimensional Knockoffs Inference for Time Series Data *

Efficient data integration under prior probability shift

AI-enhanced integration of genetic and medical imaging data for risk assessment of Type 2 diabetes

A model-free variable screening method for optimal treatment regimes with high-dimensional survival data

Supervised Stratified Subsampling for Predictive Analytics

A Geometric Algorithm for Contrastive Principal Component Analysis in HighDimension

Accurate and Ultra-Efficient p-Value Calculation for Higher Criticism Tests

Big Data Model Building using Dimension Reduction and Sample Selection

Analysis of length-biased and partly interval-censored survival data with mismeasured covariates

Variable selection and estimation for misclassified binary responses and multivariate error-prone predictors

Multivariate Contaminated Normal Censored Regression Model: Properties and Maximum Likelihood Inference

Dual-Orthogonal Arrays for Order-of-Addition Two-Level Factorial Experiments

Spatially adaptive calibrations of airbox PM2.5 data

Inference for the dimension of a regression relationship using pseudo-covariates

Asymptotic Properties of High-Dimensional Random Forests

Adaptive Algorithm for Multi-armed Bandit Problem with High-dimensional Covariates

Semiparametric estimation of the transformation model by leveraging external aggregate data in the presence of population heterogeneity

Improved semiparametric estimation of the proportional rate model with recurrent event data

Empirical likelihood-based inference for functional means with application to wearable device data

An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices

Predictive Subdata Selection for Computer Models

A model for analyzing clustered occurrence data

Eigen-Adjusted Functional Principal Component Analysis

Forgotten books: The application of unseen species models to the survival of culture

Consistent Order Selection for ARFIMA Processes

Reconciling the Gaussian and Whittle likelihood with an application to estimation in the frequency domain

Greedy Segmentation for a Functional Data Sequence

Causal mediation of semicompeting risks(with discussions)

Matrix Autoregressive Spatio-Temporal Models

Fast Forecast Reconciliation Using Linear Models

Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage

False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data

Model selection for high-dimensional linear regression with dependent observations