Maximum smoothed likelihood estimators for the interval censoring model

DOI10.1214/14-AOS1256zbMath1305.62142arXiv1203.4401MaRDI QIDQ480986

Piet Groeneboom

Publication date: 12 December 2014

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1203.4401

zbMATH Keywords

asymptotic distributionconsistencykernel estimatorsintegral equationsinterval censoringmaximum smoothed likelihood estimatorsmoothed maximum likelihood estimator

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Censored data models (62N01)

Related Items (6)

Moderate deviations and nonparametric inference for monotone functions ⋮ Penalized nonparametric likelihood-based inference for current status data model ⋮ Quantile regression for panel data models with fixed effects under random censoring ⋮ Nonparametric (smoothed) likelihood and integral equations ⋮ Estimators for the interval censoring problem ⋮ Maximum smoothed likelihood component density estimation in mixture models with known mixing proportions

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