Density Estimation from Aggregate Data

A kernel density estimator, constructed from a combination of disaggregate data subject to sampling bias and aggregate data, is described. The asymptotic performance of the estimator is explored, and details of an algorithm for its implementation are given. The issue of bandwidth selection is addres...

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Bibliographic Details
Published inComputational statistics Vol. 19; no. 3; pp. 407 - 423
Main Author Hazelton, Martin
Format Journal Article
LanguageEnglish
Published 01.09.2004
Subjects
Aggregates
Asymptotic properties
Density
Estimators
Kernels
Sampling
Statistics
Vehicle detectors
Online AccessGet full text
ISSN0943-4062
1613-9658
DOI10.1007/BF03372104

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