Bayes bandwidth selection in kernel density estimation with censored data

DOI10.1080/10485250600556744zbMath1099.62037OpenAlexW2012770097MaRDI QIDQ5478896

K. B. Kulasekera, W. J. Padgett

Publication date: 13 July 2006

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

Full work available at URL: https://doi.org/10.1080/10485250600556744

zbMATH Keywords

Bayesian estimationBandwidth selectionDensity estimationPrior distributionAsymmetric kernelsSpill-over

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Censored data models (62N01) Bayesian inference (62F15) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Related Items (20)

Smoothing survival densities in practice ⋮ Bayesian nonparametric estimation of bandwidth using mixtures of kernel estimators for length-biased data ⋮ Bayesian estimation of adaptive bandwidth matrices in multivariate kernel density estimation ⋮ Bayesian bandwidth selection in discrete multivariate associated kernel estimators for probability mass functions ⋮ BAYESIAN SELECTION OF LOCAL BANDWIDTH IN NON-HOMOGENEOUS POISSON PROCESS KERNEL ESTIMATORS FOR THE INTENSITY FUNCTION ⋮ Birnbaum-Saunders power-exponential kernel density estimation and Bayes local bandwidth selection for nonnegative heavy tailed data ⋮ Approximate inference of the bandwidth in multivariate kernel density estimation ⋮ Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions ⋮ Adaptive Bayesian bandwidth selection in asymmetric kernel density estimation for nonnegative heavy-tailed data ⋮ A Bayesian method to estimate the optimal bandwidth for multivariate kernel estimator ⋮ Bayesian Approach in Nonparametric Count Regression with Binomial Kernel ⋮ Local adaptive smoothing in kernel regression estimation ⋮ Density estimation using asymmetric kernels and Bayes bandwidths with censored data ⋮ Body tail adaptive kernel density estimation for nonnegative heavy-tailed data ⋮ Adaptive smoothing in associated kernel discrete functions estimation using Bayesian approach ⋮ Bayesian local bandwidth selector in multivariate associated kernel estimator for joint probability mass functions ⋮ Asymptotic properties of Dirichlet kernel density estimators ⋮ Bayesian variance-stabilizing kernel density estimation using conjugate prior ⋮ Nonparametric localized bandwidth selection for Kernel density estimation ⋮ Binomial kernel and Bayes local bandwidth in discrete function estimation

Cites Work

• Unnamed Item
• Unnamed Item
• Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples
• Nonparametric Estimation from Incomplete Observations
• Local bandwidth selection for kernel density estimation from right-censored data based on asymptotic mean absolute error
• Bayesian approach to the choice of smoothing parameter in kernel density estimation
• Density estimation using inverse and reciprocal inverse Gaussian kernels
• Probability density function estimation using gamma kernels

This page was built for publication: Bayes bandwidth selection in kernel density estimation with censored data