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Nonparametric density estimation for stratified samples [November 2005]

Breunig, Robert

Description

In this paper, we consider the non-parametric, kernel estimate of the density, f(x), for data drawn from stratified samples. Much of the data used by social scientists is gathered in some type of complex survey violating the usual assumptions of independently and identically distributed data. Such e¤ects induced by the survey structure are rarely considered in the literature on non-parametric density estimation, yet they may have serious consequences for our analysis, as shown in this paper. A...[Show more]

CollectionsANU Research Publications
Date published: 2005
Type: Working/Technical Paper
URI: http://hdl.handle.net/1885/43058
http://digitalcollections.anu.edu.au/handle/1885/43058

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