Multiple imputation for left-censored biomarker data based on Gibbs sampling method-Reference-Cited by-同舟云学术

Multiple imputation for left-censored biomarker data based on Gibbs sampling method

Published:2012-02-22 Issue:17 Volume:31 Page:1838-1848
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statist. Med.

Author:

Lee MinJae¹,Kong Lan²,Weissfeld Lisa

Affiliation:

1. Magee-Womens Research Institute, Department of Obstetrics, Gynecology and Reproductive Sciences; University of Pittsburgh; 204 Craft Avenue; Pittsburgh; PA; 15213; U.S.A.

2. Division of Biostatistics and Bioinformatics, Department of Public Health Sciences; Penn State Hershey College of Medicine; 600 Centerview Drive, Suite 2200; Hershey; PA; 17033; U.S.A.

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference29 articles.

1. Mixed effects models with censored data with application to HIV RNA levels;Hughes;Biometrics,1999

2. A mixture model with detection limits for regression analysis of antibody response to vaccine;Moulton;Biometrics,1995

3. Understanding the inflammatory cytokine response in pneumonia and sepsis: results of the Genetic and Inflammatory Markers of Sepsis (GenIMS) study;Kellum;Archives of Internal Medicine,2007

4. Multiple Imputation for Nonresponse in Surveys

5. Epidemiologic evaluation of measurement data in the presence of detection limits;Lubin;Environmental Health Perspectives,2004

Cited by 19 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Quantile regression based method for characterizing risk-specific behavioral patterns in relation to longitudinal left-censored biomarker data collected from heterogeneous populations;Journal of Applied Statistics;2024-08-27

2. Nonparametric empirical Bayes biomarker imputation and estimation;Statistics in Medicine;2024-06-19

3. A hierarchical Bayesian analysis for bivariate Weibull distribution under left-censoring scheme;Journal of Applied Statistics;2023-07-16

4. CCVAE: A Variational Autoencoder for Handling Censored Covariates;2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA);2022-12

5. Semiparametric analysis of a generalized linear model with multiple covariates subject to detection limits;Statistics in Medicine;2022-07-31