Bias and Variance of the Nonparametric MLE Under Length-Biased Censored Sampling: A Simulation Study

DOI10.1081/SAC-120037243zbMath1100.62556OpenAlexW2091152517MaRDI QIDQ3155611

Ángeles Saavedra, Jacobo de Uña-Álvarez

Publication date: 17 January 2005

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1081/sac-120037243

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

Related Items

Nonparametric estimation for censored lifetimes suffering from unknown selection bias ⋮ Nonparametric estimation under length-biased sampling and type I censoring: A moment based approach

Cites Work

• Empirical distributions in selection bias models
• A heavy censoring limit theorem for the product limit estimator
• Maximum likelihood estimation of a survival function under the Koziol- Green proportional hazards model
• Nonparametric estimation in the presence of length bias
• Product-limit estimation for length-biased censored data.
• Nonparametric Estimation from Incomplete Observations
• Nonparametric density estimation from censored data
• Kernel density estimation for length biased data
• Estimation under length-bias and right-censoring: An application to unemployment duration analysis for married women
• A product‐limit estimator for use with length‐biased data
• Maximum likelihood estimation in semiparametric selection bias models with application to AIDS vaccine trials
• Small-Sample Results for the Kaplan-Meier Estimator
• Accounting for censoring in duration data: An application to estimating the effect of legal reforms on the duration of medical malpractice disputes