|Authors:||Thoralf Mildenberger, Henrike Weinert|
|Title:||The benchden Package: Benchmark Densities for Nonparametric Density Estimation|
|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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The benchden Package: Benchmark Densities for Nonparametric Density Estimation
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