Li-Pang Chen
Name Li-Pang Chen
Email
Office Tel No. 81037
Job Title Assistant 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
Office-hour By appointment
Year Paper Title
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 助理教授 2021.08 ~ Up to today
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