Li-Pang Chen
Name Li-Pang Chen
Email
Office Tel No. 81037
Job Title Associate Professor
Research Expertise and Interests High-dimensional data analysis, Machine learning, Measurement error and misclassification, Survival analysis, Biostatistics
Teaching Field Statistics(I) (II), Theory of Probability, Regression Analysis (II), Topics in Variable and Model Selection
Personal Website https://sites.google.com/view/lchen723/home
Office-hour By appointment
Year Paper Title
2024 Li-Pang Chen*;Hui-Shan Tsao, 2024.12, 'GUEST: An R package for handling estimation of graphical structure and multi-classification for error-prone gene expression data, ' Bioinformatics,.(SCIE, SCI)(*為通訊作者)(本論著未刊登但已被接受), vol. 131074, Dec. 2024
2024 Li-Pang Chen*;Cheng-Kuan Lin, 2024.10, 'EATME: An R package for EWMA control charts with adjustments of measurement error, ' PLOS ONE, Vol.19(10), pp.1-23.(SCIE)(*為通訊作者), vol. 129723, Oct. 2024
2024 Li-Pang Chen;Grace Yi*, 2024.09, 'AteMeVs: An R package for estimation of the average treatment effects with measurement error and variable selection for confounders, ' PLOS ONE, Vol.19(9), pp.1-20.(SCIE)(*為通訊作者), vol. 129222, Sep. 2024
2024 Li-Pang Chen*, 2024.09, 'Accelerated failure time models with error-prone response and nonlinear covariates, ' Statistics and Computing, Vol.34:183, pp.1-19.(SCIE)(*為通訊作者), vol. 127027, Sep. 2024
2024 Li-Pang Chen*, 2024.09, 'Feature screening via concordance indices for left-truncated and right-censored survival data, ' Journal of Statistical Planning and Inference, Vol.232, pp.106153.(SCIE)(*為通訊作者), vol. 122271, Sep. 2024
2024 Li-Pang Chen*;Hsiao-Ting Huang, 2024.08, 'AFFECT: An R package for accelerated functional failure time model with error-contaminated survival times and applications to gene expression data, ' BMC Bioinformatics, Vol.25:265, pp.1:20.(SCIE)(*為通訊作者), vol. 122270, Aug. 2024
2024 Li-Pang Chen*, 2024.08, 'Estimation of graphical models: An overview of selected topics, ' International Statistical Review, Vol.92, No.2, pp.194-245.(SCIE)(*為通訊作者), vol. 108129, Aug. 2024
2024 Li-Pang Chen*, 2024.08, 'Variable selection and estimation for misclassified binary responses and multivariate error-prone predictors, ' Journal of Computational and Graphical Statistics, Vol.33, pp.407-420.(SCIE, SCI)(*為通訊作者), vol. 107276, Aug. 2024
2024 Li-Pang Chen;Grace Yi*, 2024.01, 'Unbiased boosting estimation for censored survival data, ' Statistica Sinica, Vol.34, No.1, pp.439-458.(SCIE)(*為通訊作者), vol. 438861, Jan. 2024
2023 Li-Pang Chen*;Bangxu Qiu, 2023.12, 'SIMEXBoost: An R package for analysis of high-dimensional error-prone data based on boosting method., ' The R Journal, Vol.15, No.4, pp.5-20.(SCIE)(*為通訊作者), vol. 119596, Dec. 2023
2023 Li-Pang Chen*;Bangxu Qiu, 2023.12, 'Analysis of length-biased and partly interval-censored survival data with mismeasured covariates, ' Biometrics, Vol.79, No.4, pp.3929-3940.(SCIE)(*為通訊作者), vol. 107275, Dec. 2023
2023 Li-Pang Chen*;Wei-Hsin Hsu, 2023.08, 'CHEMIST: An R package for causal inference with high-dimensional error-prone covariates and misclassified treatments., ' Japanese Journal of Statistics and Data Science (Invited submission for the special issue: Recent Advances in Biostatistics),.(SCOPUS)(*為通訊作者)(本論著未刊登但已被接受), vol. 108578, Aug. 2023
2023 Li-Pang Chen*, 2023.08, 'A note of feature screening via rank-based coefficient of correlation, ' Biometrical Journal, Vol.65, No.6, pp.2100373.(SCIE)(*為通訊作者), vol. 107278, Aug. 2023
2023 Shengjin Gan;Su-Fen Yang*;Li-Pang Chen, 2023.07, 'A new EWMA control chart for monitoring multinomial proportions, ' Sustainability, Vol.15, pp.11797.(SCIE)(*為通訊作者), vol. 108128, Jul. 2023
2023 Su-Fen Yang*;Li-Pang Chen;Cheng-Kuan Lin, 2023.07, 'Adjustment of measurement error effects on the distribution-free dispersion control chart, ' Sustainability, Vol.15, pp.4337.(SCIE)(*為通訊作者), vol. 107277, Jul. 2023
2023 Qihuang Zhang;Grace Yi*;Li-Pang Chen;Wenqing He, 2023.02, 'Sentiment analysis and causal learning of COVID-19 Tweets prior to the roll out of vaccines, ' Plos One, Vol.18, No.2, pp.e0277878.(SCIE)(*為通訊作者)(本論著未刊登但已被接受), vol. 102187, Feb. 2023
2023 Li-Pang Chen*, 2023.01, 'De-noising boosting methods for variable selection and estimation subject to error-prone variables, ' Statistics and Computing, pp.1-13.(SCIE)(*為通訊作者), vol. 102186, Jan. 2023
2023 Grace Yi*;Li-Pang Chen, 2023.01, 'Estimation of the average treatment effect with variable selection and measurement error simultaneously addressed for potential confounders, ' Statistical Methods in Medical Research, pp.1-21.(SCIE)(*為通訊作者), vol. 102185, Jan. 2023
2022 Li-Pang Chen;Su-Fen Yang*, 2022.11, 'A new p-chart with measurement error correction, ' Quality and Reliability Engineering International, pp.81-98.(SCIE)(*為通訊作者), vol. 102184, Nov. 2022
2022 Li-Pang Chen*, 2022.10, 'BOOME: A Python package for handling misclassified disease and ultrahigh-dimensional error-prone gene expression data, ' Plos One, pp.1-23.(SCIE)(*為通訊作者), vol. 102183, Oct. 2022
2022 Li-Pang Chen*, 2022.09, 'Classification and prediction for multi-cancer data with ultrahigh-dimensional gene expressions, ' Plos One, pp.1-25.(SCIE)(*為通訊作者), vol. 102347, Sep. 2022
2022 Li-Pang Chen*, 2022.08, 'Handbook of Meta-Analysis, ' Biometrics, Vol.78, pp.819-820.(SCIE)(*為通訊作者), vol. 438866, Aug. 2022
2022 Li-Pang Chen;Grace Yi*, 2022.06, 'De-noising analysis of noisy data with graphical models, ' Electronic Journal of Statistics, Vol.16, pp.3861-3909.(SCIE)(*為通訊作者), vol. 438083, Jun. 2022
2022 Li-Pang Chen*, 2022.06, 'Network based discriminant analysis for multiclassification, ' Journal of Classification, Vol.39, pp.410-431.(SCIE)(*為通訊作者), vol. 435913, Jun. 2022
2022 Li-Pang Chen*, 2022.06, 'Nonparametric discriminant analysis with network structures in predictor, ' Journal of Statistical Computation and Simulation, pp.1-26.(SCIE)(*為通訊作者), vol. 438082, Jun. 2022
2022 Li-Pang Chen*, 2022.04, 'Introduction to high-dimensional statistics Christophe, Giraud, Chapman and Hall/CRC, 2021, 364 pages, ' Journal of the Royal Statistical Society: Series A, pp.1-1.(SCIE)(*為通訊作者), vol. 437332, Apr. 2022
2022 Li-Pang Chen*, 2022.04, 'Bayesian analysis of infectious diseases: COVID-19 and beyond, ' Journal of the Royal Statistical Society, Series A, Vol.185, No.2, pp.729-730.(SCIE)(*為通訊作者), vol. 437005, Apr. 2022
2022 Li-Pang Chen*, 2022.04, 'Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python, ' Technometrics, Vol.63, No.2, pp.272-273.(SCIE)(*為通訊作者), vol. 435818, Apr. 2022
2022 陳立榜*, 2022.04, 'Introduction to data science: Data analysis and prediction algorithms with R, ' Journal of the Royal Statistical Society, Series A, Vol.185, No.2, pp.733-734.(SCIE)(*為通訊作者), vol. 435309, Apr. 2022
2022 Li-Pang Chen*, 2022.03, 'Ultrahigh-dimensional sufficient dimension reduction for censored data with covariates measurement error, ' Journal of Applied Statistics, Vol.49, No.5, pp.1154-1178.(SCIE)(*為通訊作者), vol. 435416, Mar. 2022
2022 Li-Pang Chen;Grace Yi*, 2022.03, 'Sufficient dimension reduction for survival data analysis with error-prone variables, ' Electronic Journal of Statistics, Vol.16, No.1, pp.2082-2123.(SCIE)(*為通訊作者), vol. 435305, Mar. 2022
2022 Li-Pang Chen*, 2022.01, 'The ESD Control Program Handbook, ' Technometrics, Vol.64, No.1, pp.148-149.(SCIE)(*為通訊作者), vol. 435308, Jan. 2022
2022 Li-Pang Chen;Syamsiyatul Muzayyanah;Su-Fen Yang*;Bin Wang;Ting-An Jiang;Shengjin Gan, 2022.01, 'Monitoring process location and dispersion simultaneously using a control region, ' DYNA, Vol.97, No.1, pp.71-78.(SCIE)(*為通訊作者), vol. 435306, Jan. 2022
2021 陳立榜*, 2021.12, 'Supervised learning for binary classification on US adult income, ' Journal of Modeling and Optimization, Vol.13, No.2, pp.80-91.(*為通訊作者), vol. 435307, Dec. 2021
2021 Li-Pang Chen*, 2021.09, 'Statistical Foundations of Data Science Jianqing Fan, Runze Li, Cun-Hui Zhang and Hui Zou, ' Biometrics, Vol.77, pp.1132-1135.(SCIE)(*為通訊作者), vol. 435817, Sep. 2021
2021 Li-Pang Chen;Grace Yi*, 2021.09, 'Analysis of noisy survival data with graphical proportional hazards measurement error models, ' Biometrics, Vol.77, No.3, pp.956–969.(SCIE)(*為通訊作者), vol. 435812, Sep. 2021
2021 Li-Pang Chen;Grace Yi*, 2021.06, 'Semiparametric methods for left-truncated and right-censored survival data with covariate measurement error, ' Annals of the Institute of Statistical Mathematics, Vol.73, pp.481–517.(SCIE)(*為通訊作者), vol. 435814, Jun. 2021
2021 Li-Pang Chen*, 2021.04, 'Statistical learning for analysis of credit risk data, ' IOSR Journal of Mathematics, Vol.17, pp.45-51.(*為通訊作者), vol. 435813, Apr. 2021
2021 Li-Pang Chen;Qihuang Zhang;Grace Yi*;Wenqing He, 2021.01, 'Model-based forecasting for Canadian COVID-19 data, ' PLOS ONE, Vol.16, No.1, pp.e0244536.(SCIE)(*為通訊作者), vol. 435815, Jan. 2021
Year Paper Title
2024 Li-Pang Chen*, 2024.09, 'Causal inference with high-dimensional error-prone covariates and misclassified treatments, ' apanese Joint Statistical Meeting 2024, The Japan Statistical Society.(*為通訊作者), Sep. 2024
2024 Li-Pang Chen*, 2024.06, 'Variable selection and estimation for length-biased and partly interval-censored survival data with mismeasured covariates, ' SSC Annual Meeting, Statistical Society of Canada.(*為通訊作者), Jun. 2024
2024 Li-Pang Chen*, 2024.06, 'Analysis of Length-Biased and Partly Interval-Censored Survival Data with Mismeasured Covariates, ' ICSA-Canada Chapter 2024 Symposium, ICSA.(*為通訊作者), Jun. 2024
2024 Li-Pang Chen*, 2024.04, 'Boosting method for length-biased and interval-censored survival data subject to high-dimensional error-prone covariates, ' ICSA Applied Statistics Symposium, ICSA.(*為通訊作者), Apr. 2024
2023 Li-Pang Chen*, 2023.08, 'A boosting method for variable selection and estimation with error-prone responses and predictors, ' 2023 Joint Statistical Meetings, ASA.(*為通訊作者), Aug. 2023
2023 Li-Pang Chen*, 2023.08, 'Variable selection and estimation for the average treatment effect with error-prone confounders, ' EcoSta 2023, CMStatistics.(*為通訊作者), Aug. 2023
2023 Li-Pang Chen*, 2023.07, 'BOOME: A boosting method for variable selection and estimation with measurement error in binary responses and predictors, ' 64th ISI World Statistics Congress, ISI.(*為通訊作者), Jul. 2023
2023 Li-Pang Chen*;Bangxu Qiu, 2023.06, 'Boosting method for length-biased and interval-censored survival data subject to high-dimensional error-prone covariates, ' ICSA China Conference, ICSA.(*為通訊作者), Jun. 2023
2023 Li-Pang Chen*, 2023.05, 'Variable selection and estimation for the average treatment effect with error-prone confounders, ' 2023 SSC Annual Meeting, SSC.(*為通訊作者), May. 2023
2022 Li-Pang Chen*, 2022.12, 'Variable selection and estimation for the average treatment effect with error-prone confounders, ' CFE-CMStatistics 2022, ECOSTA ECONOMETRICS AND STATISTICS.(*為通訊作者), Dec. 2022
2022 Li-Pang Chen*, 2022.12, 'Variable selection and estimation for misclassified responses and high-dimensional error-prone predictors, ' IASC-ARS Interim Conference 2022, IASC.(*為通訊作者), Dec. 2022
2022 Li-Pang Chen*, 2022.09, 'Measurement error correction for EWMA $p$-charts, ' 2022 Annual of Statistical Conference, Chinese Statistical Association.(*為通訊作者), Sep. 2022
2022 Li-Pang Chen*, 2022.06, 'Network-based discriminant analysis for multiclassification, ' 2022 Classification Society Annual Meeting, Classification Society.(*為通訊作者), Jun. 2022
2022 Li-Pang Chen*;Bangxu Qiu, 2022.06, 'Boosting method for length-biased and interval-censored survival data subject to high-dimensional error-prone covariates, ' 5th International Conference on Econometrics and Statistics, CMStatistics.(*為通訊作者), Jun. 2022
2021 Li-Pang Chen*, 2021.12, 'Network based discriminant analysis for multiclassification, ' 2021年統計學術研討會暨台、日、韓國際統計學術研討會, Fu Jen Catholic University.(*為通訊作者), Dec. 2021
2021 Li-Pang Chen*;Su-Fen Yang;Ting-An Jiang, 2021.10, 'Quality control under nonparametric bivariate location and dispersion processes, ' The 30th South Taiwan Statistics Conference, National University of Kaohsiung.(*為通訊作者), Oct. 2021
2019 Wenqing He*;Grace Yi;Li-Pang Chen, 2019.07, 'Support vector machine with component graphical structure incorporated, ' Proceedings, Machine Learning and Data Mining in Pattern Recognition, Machine Learning and Data Mining in Pattern Recognition, pp.557-570.(*為通訊作者), Jul. 2019
Project Category Year Project Title Participator Job Title Period Unit
MOST Projects 112 測量誤差數據中校正方法的改進(2/2) CHEN LI-PANG Principal Investigator 2024.08 ~ 2025.07 National Science and Technology Council
MOST Projects 112 測量誤差數據中校正方法的改進(1/2) CHEN LI-PANG Principal Investigator 2023.08 ~ 2025.07 National Science and Technology Council
MOST Projects 110 測量誤差數據的變量選取和估計(2/2) CHEN LI-PANG Principal Investigator 2022.09 ~ 2023.12 National Science and Technology Council
MOST Projects 110 測量誤差數據的變量選取和估計(1/2) CHEN LI-PANG Principal Investigator 2021.09 ~ 2023.12 National Science and Technology Council
Country School Name Department Degree Duration
CANADA 滑鐵盧大學 數學學院統計與精算學系 博士 2016.09 ~ 2019.08
Experience Category Organization Title Department Job Title Duration
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 副教授 2024.08 ~ Up to today
Current NATIONAL CHENGCHI UNIVERSITY Department of Statistics 助理教授 2021.08 ~ 2024.08
Part Time NATIONAL CHENGCHI UNIVERSITY College of Commerce 國際事務委員會委員 2021.08 ~ 2022.07
Part Time NATIONAL CHENGCHI UNIVERSITY Department of Statistics 學士班導師 2021.08 ~ 2022.07
Honor Category Year Award Name Awarding Unit
Outside School 112 112年中國統計學社指導教授獎(黃筱庭優等獎) 中國統計學社
Outside School 112 112年中國統計學社指導教授獎(徐偉鑫佳作獎) 中國統計學社
Outside School 111 111年中國統計學社指導教授獎(歐陽沁縈優等獎) 中國統計學社
Outside School 111 111年中國統計學社指導教授獎(邱邦旭佳作獎) 中國統計學社