Bandwidth choice for the smooth Kaplan–Meier estimator when the censoring variable can be discontinuous

DOI10.37920/sasj.2022.56.1.4zbMath1499.62357OpenAlexW4285215176MaRDI QIDQ5070712

Élie Youndjé

Publication date: 14 April 2022

Published in: South African Statistical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.37920/sasj.2022.56.1.4

zbMATH Keywords

kernel smoothingsurvival analysisbandwidth selectionKaplan-Meier estimatorcensored datatruncation model

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Cites Work

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• Some heuristics about bandwidth selection for the smooth Kaplan-Meier estimator
• Kernel estimation of a smooth distribution function based on censored data
• Optimal bandwidth selection in nonparametric regression function estimation
• The strong law under random censorship
• Bandwith selection for the smoothing of distribution functions
• The Kaplan–Meier Estimator as an Inverse-Probability-of-Censoring Weighted Average