Self-Consistent Density Estimation in the Presence of Errors-in-Variables

This paper considers the estimation of the common probability density of independent and identically distributed variables observed with additive measurement errors. The self-consistent estimator of the density function is constructed when the error distribution is known, and a modification of the s...

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Bibliographic Details
Main Authors: Junhua Zhang, Yuping Hu, Sanying Feng
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2014/958702