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Density Estimation with Replicate Heteroscedastic Measurements

We present a deconvolution estimator for the density function of a random variable from a set of independent replicate measurements. We assume that measurements are made with normally distributed errors having unknown and possibly heterogeneous variances. The estimator generalizes the deconvoluting...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: McIntyre, Julie, Stefanski, Leonard A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3035363/
https://ncbi.nlm.nih.gov/pubmed/21311734
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10463-009-0220-x
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