Local likelihood density estimation for interval censored data

DOI10.1002/cjs.5540330104zbMath1063.62043OpenAlexW2123718732MaRDI QIDQ3023641

John Braun, Thierry Duchesne, James E. Stafford

Publication date: 5 July 2005

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.5540330104

zbMATH Keywords

symbolic computationHIVkernel density estimationnonparametric maximum likelihoodself-consistencylikelihood cross-validationsmoothed histograms

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Estimation in survival analysis and censored data (62N02)

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Cites Work

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• Analysis of Doubly-Censored Survival Data, with Application to AIDS
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• Hazard Function Estimation Using B-Splines
• Nonparametric Estimation of a Mixing Density via the Kernel Method
• An EM Algorithm for Smoothing the Self‐consistent Estimator of Survival Functions with Interval‐censored Data
• Local EM Estimation of the Hazard Function for Interval‐Censored Data
• A Penalized Likelihood Approach for a Progressive Three‐State Model with Censored and Truncated Data: Application to AIDS

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