Search Results - "Chen, Li-Pang"

Preface to the Special Issue on "Statistical Analysis and Data Science for Complex Data".

Authors: Chen, Li-Pang¹ (AUTHOR)

Source: Mathematics (2227-7390). Aug2025, Vol. 13 Issue 16, p2646. 4p.

Transfer Learning for Error‐Contaminated Poisson Regression Models.

Authors: Wu, Jou‐Chin Chen, Li‐Pang

Source: Statistics in Medicine. Jul2025, Vol. 44 Issue 15-17, p1-15. 15p.

Analysis of Receiver Operating Characteristic Curves for Cure Survival Data and Mismeasured Biomarkers.

Authors: Chen, Li-Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Mathematics (2227-7390). Feb2025, Vol. 13 Issue 3, p424. 27p.

A Statistical Functional Approach to Estimating Common Treatment Effects in Causal Inference.

Authors: Wu, Kuan-Hsun Chen, Li-Pang

Source: Journal of Computational & Graphical Statistics. Mar2026, p1-16. 16p. 8 Illustrations.

Semiparametric Estimation for Error-Prone Partially Linear Single-Index Models.

Authors: Chen, Li-Pang Wu, Jou-Chin Yi, Grace Y.

Source: Journal of Computational & Graphical Statistics. Apr-Jun2026, Vol. 35 Issue 2, p669-684. 16p.

Nonparametric Estimation for Propensity Scores With Misclassified Treatments.

Authors: Chen, Li‐Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Statistics in Medicine. 1/15/2025, Vol. 44 Issue 1/2, p1-19. 19p.

Accelerated failure time models with error-prone response and nonlinear covariates.

Authors: Chen, Li-Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Statistics & Computing. Dec2024, Vol. 34 Issue 6, p1-19. 19p.

Variable selection via penalized ridge regression with error-prone variables.

Authors: Chen, Li-Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Annals of the Institute of Statistical Mathematics. Apr2026, Vol. 78 Issue 2, p225-261. 37p.

Generalized SIMEX Method: Polynomial Approximation for Extrapolation.

Authors: Chen, Li‐Pang Zhang, Qihuang

Source: Statistics in Medicine. Mar2026, Vol. 45 Issue 6/7, p1-21. 21p.

Inverse probability weighting estimation under ultrahigh-dimensional error-prone covariates and misclassified treatments.

Authors: Chen, Li-Pang¹, lchen723@nccu.edu.tw

Source: Statistics & Computing; Feb2026, Vol. 36 Issue 1, p1-18, 18p

EATME: An R package for EWMA control charts with adjustments of measurement error.

Authors: Chen, Li-Pang Lin, Cheng-Kuan

Source: PLoS ONE. 10/3/2024, Vol. 19 Issue 10, p1-23. 23p.

AteMeVs: An R package for the estimation of the average treatment effect with measurement error and variable selection for confounders.

Authors: Chen, Li-Pang Yi, Grace Y.

Source: PLoS ONE. 9/30/2024, Vol. 19 Issue 9, p1-20. 20p.

AFFECT: an R package for accelerated functional failure time model with error-contaminated survival times and applications to gene expression data.

Authors: Chen, Li-Pang Huang, Hsiao-Ting

Source: BMC Bioinformatics. 8/13/2024, Vol. 25 Issue 1, p1-20. 20p.

Estimation of Graphical Models: An Overview of Selected Topics.

Authors: Chen, Li‐Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: International Statistical Review. Aug2024, Vol. 92 Issue 2, p194-245. 52p.

Variable Selection and Estimation for Misclassified Binary Responses and Multivariate Error-Prone Predictors.

Authors: Chen, Li-Pang¹, lchen723@nccu.edu.tw

Source: Journal of Computational & Graphical Statistics; Apr-Jun2024, Vol. 33 Issue 2, p407-420, 14p

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

Authors: Chen, Li‐Pang Qiu, Bangxu

Source: Biometrics; Dec2023, Vol. 79 Issue 4, p3929-3940, 12p

A note of feature screening via a rank‐based coefficient of correlation.

Authors: Chen, Li‐Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Biometrical Journal. Aug2023, Vol. 65 Issue 6, p1-20. 20p.

De-noising boosting methods for variable selection and estimation subject to error-prone variables.

Authors: Chen, Li-Pang¹ (AUTHOR) lchen723@nccu.edu.tw

Source: Statistics & Computing. Apr2023, Vol. 33 Issue 2, p1-13. 13p.

Estimation of the average treatment effect with variable selection and measurement error simultaneously addressed for potential confounders.

Authors: Yi, Grace Y. Chen, Li-Pang

Source: Statistical Methods in Medical Research. Apr2023, Vol. 32 Issue 4, p691-711. 21p.

Network-Based Discriminant Analysis for Multiclassification.

Authors: Chen, Li-Pang¹ lchen723@nccu.edu.tw

Source: Journal of Classification. Nov2022, Vol. 39 Issue 3, p410-431. 22p.