Smoothness-Penalized Deconvolution (SPeD) of a Density Estimate

DOI10.1080/01621459.2023.2259028MaRDI QIDQ6631738

Unnamed Author, David Ruppert

Publication date: 1 November 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• On the optimal rates of convergence for nonparametric deconvolution problems
• Regularization with differential operators. I: General theory
• Rates of convergence of some estimators in a class of deconvolution problems
• Finite sample performance of deconvolving density estimators
• Adaptive wavelet estimator for nonparametric density deconvolution
• Fourier methods for estimating mixing densities and distributions
• Deconvolving kernel density estimators
• Density Estimation in the Presence of Heteroscedastic Measurement Error
• Density Deconvolution With Additive Measurement Errors Using Quadratic Programming
• The trade-off between regularity and stability in Tikhonov regularization
• Bias-corrected estimation of the density of a conditional expectation in nested simulation problems

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