Interval censored and truncated data: Rate of convergence of NPMLE of the density

DOI10.1016/J.JSPI.2008.05.028zbMath1156.62353OpenAlexW2018942531MaRDI QIDQ1007433

Catherine Huber, Filia Vonta, Valentin Solev

Publication date: 20 March 2009

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2008.05.028

zbMATH Keywords

rate of convergenceconsistencyHellinger distancebracketing entropynonparametric maximum likelihood estimationcensored and truncated data

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Censored data models (62N01)

Related Items (9)

Efficient Regression Estimation Under General Censoring and Truncation ⋮ Confidence sets in a linear regression model for interval data ⋮ Goodness-of-fit criteria for the Cox model from left truncated and right censored data ⋮ A semiparametric model for interval censored and truncated data ⋮ A set arithmetic-based linear regression model for modelling interval-valued responses through real-valued variables ⋮ Consistency of Parametric MLE Under Mixed Case Interval Censoring ⋮ Nonparametric estimation with left-truncated and right-censored data when the sample size before truncation is known ⋮ A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic ⋮ Linear Regression Analysis for Interval-valued Data Based on Set Arithmetic: A Review

Cites Work

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• Frailty models for arbitrarily censored and truncated data
• Probability inequalities for likelihood ratios and convergence rates of sieve MLEs
• Asymptotic Statistics
• A Proportional Hazards Model for Truncated AIDS Data
• A Proportional Hazards Model for Arbitrarily Censored and Truncated Data

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