Kernel density estimation with doubly truncated data

DOI10.1214/12-EJS683zbMath1274.62271OpenAlexW2011036732MaRDI QIDQ1950826

Jacobo de Uña-Álvarez, Carla Moreira

Publication date: 28 May 2013

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

Full work available at URL: https://projecteuclid.org/euclid.ejs/1333113100

zbMATH Keywords

biased samplingdouble truncationsmoothing methodssemiparametric estimator

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in survival analysis and censored data (62N02)

Related Items (11)

Weighted rank estimation for nonparametric transformation models with doubly truncated data ⋮ Bandwidth selection for kernel density estimation with doubly truncated data ⋮ Nonparametric regression with doubly truncated data ⋮ Data-driven bandwidth selection for recursive kernel density estimators under double truncation ⋮ Median regression model with doubly truncated data ⋮ Regression Analysis of Doubly Truncated Data ⋮ Statistical inference based on the nonparametric maximum likelihood estimator under double-truncation ⋮ Maximum likelihood estimation for a special exponential family under random double-truncation ⋮ Asymptotic inference for maximum likelihood estimators under the special exponential family with double-truncation ⋮ Unnamed Item ⋮ Bayesian MISE convergence rates of Polya urn based density estimators: asymptotic comparisons and choice of prior parameters

Uses Software

• KernSmooth
• DTDA

Cites Work

• Unnamed Item
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• Nonparametric analysis of doubly truncated data
• The \(L_1\) convergence of kernel density estimates
• A strong representation of the product-limit estimator for left truncated and right censored data
• SiZer for length biased, censored density and hazard estimation.
• Almost sure representations of the product-limit estimator for truncated data
• Semiparametric Analysis of Doubly Truncated Data
• Bootstrapping the NPMLE for doubly truncated data
• A note on the product-limit estimator under right censoring and left truncation
• Nonparametric Estimation from Cross-Sectional Survival Data
• Nonparametric Methods for Doubly Truncated Data
• On Estimation of a Probability Density Function and Mode
• Testing Quasi-Independence of Failure and Truncation Times via Conditional Kendall's Tau
• Estimating a distribution function with truncated data

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