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Handles univariate non-parametric density estimation with parametric starts and asymmetric kernels in a simple and flexible way. Kernel density estimation with parametric starts involves fitting a parametric density to the data before making a correction with kernel density estimation, see Hjort & Glad (1995) <doi:10.1214/aos/1176324627>. Asymmetric kernels make kernel density estimation more efficient on bounded intervals such as (0, 1) and the positive half-line. Supported asymmetric kernels are the gamma kernel of Chen (2000) <doi:10.1023/A:1004165218295>, the beta kernel of Chen (1999) <doi:10.1016/S0167-9473(99)00010-9>, and the copula kernel of Jones & Henderson (2007) <doi:10.1093/biomet/asm068>. User-supplied kernels, parametric starts, and bandwidths are supported.
| Version: | 1.1.0 |
| Imports: | assertthat, univariateML, EQL |
| Suggests: | extraDistr, SkewHyperbolic, testthat, covr, knitr, rmarkdown |
| Published: | 2020-09-30 |
| Author: | Jonas Moss, Martin Tveten |
| Maintainer: | Jonas Moss <jonas.gjertsen at gmail.com> |
| BugReports: | https://github.com/JonasMoss/kdensity/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/JonasMoss/kdensity |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | kdensity results |
| Reference manual: | kdensity.pdf |
| Vignettes: |
Tutorial for 'kdensity' |
| Package source: | kdensity_1.1.0.tar.gz |
| Windows binaries: | r-devel: kdensity_1.1.0.zip, r-release: kdensity_1.1.0.zip, r-oldrel: kdensity_1.1.0.zip |
| macOS binaries: | r-release (arm64): kdensity_1.1.0.tgz, r-oldrel (arm64): kdensity_1.1.0.tgz, r-release (x86_64): kdensity_1.1.0.tgz, r-oldrel (x86_64): kdensity_1.1.0.tgz |
| Old sources: | kdensity archive |
| Reverse imports: | tscopula |
| Reverse suggests: | TreeDist |
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These binaries (installable software) and packages are in development.
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