Self‐reporting and screening: Data with right‐censored, left‐censored, and complete observations
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9434
Abstract: We consider survival data that combine three types of observations: uncensored, right‐censored, and left‐censored. Such data arises from screening a medical condition, in situations where self‐detection arises naturally. Our goal is to estimate the failure‐time… read more here.
Keywords: right censored; patience time; methodology; left censored ... See more keywords
GSimp: A Gibbs sampler based left-censored missing value imputation approach for metabolomics studies
Sign Up to like & getrecommendations! Published in 2018 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1005973
Abstract: Left-censored missing values commonly exist in targeted metabolomics datasets and can be considered as missing not at random (MNAR). Improper data processing procedures for missing values will cause adverse impacts on subsequent statistical analyses. However,… read more here.
Keywords: censored missing; left censored; value imputation; missing value ... See more keywords