The benchden Package: Benchmark Densities for Nonparametric Density Estimation

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Abstract

This article describes the benchden package which implements a set of 28 example densities for nonparametric density estimation in R. In addition to the usual functions that evaluate the density, distribution and quantile functions or generate random variates, a function designed to be specifically useful for larger simulation studies has been added. After describing the set of densities and the usage of the package, a small toy example of a simulation study conducted using the benchden package is given.

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Mildenberger, T., & Weinert, H. (2012). The benchden Package: Benchmark Densities for Nonparametric Density Estimation. Journal of Statistical Software, 46(14), 2–14. https://doi.org/10.18637/jss.v046.i14

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