頂尖重點成果發表(2020.8-至今)

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： First published Sep 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)、Bangxu Qiu(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： Accepted May. 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)、Chi-Wei Lai(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

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)、Yen-Chun Liu(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

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

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