The benchden Package: Benchmark Densities for Nonparametric Density Estimation
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| Authors | Thoralf Mildenberger, Henrike Weinert |
| Journal/Conference Name | Journal of Statistical Software |
| Paper Category | Other |
| Paper 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. |
| Date of publication | 2012 |
| Code Programming Language | R |
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