Constructs, plots and evaluates probability distributions (probability mass/density functions, cumulative distribution functions and quantile functions) with continuous kernel smoothing, and to a lesser extent, discrete kernel smoothing. Supports univariate, multivariate and conditional distributions, including multivariate-conditional distributions. Also, supports other probability distributions (categorical, frequency and empirical-like) and weighted data, which is possibly useful mixed with fuzzy clustering. Furthermore, there are extensions for computing multivariate probabilities and multivariate random numbers, and for parameter and mode estimation.
| Version: | 0.2.0 |
| Imports: | intoo, barsurf, kubik |
| Suggests: | bivariate, fclust, scatterplot3d, MASS |
| Published: | 2019-12-09 |
| Author: | Abby Spurdle |
| Maintainer: | Abby Spurdle <spurdle.a at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://sites.google.com/site/spurdlea/r |
| NeedsCompilation: | no |
| In views: | Distributions |
| CRAN checks: | probhat results |
| Reference manual: | probhat.pdf |
| Vignettes: |
Multivariate Generalized Kernel Smoothing and Related Statistical Methods Kernel Reference Sheet |
| Package source: | probhat_0.2.0.tar.gz |
| Windows binaries: | r-devel: probhat_0.2.0.zip, r-devel-gcc8: probhat_0.2.0.zip, r-release: probhat_0.2.0.zip, r-oldrel: probhat_0.1.1.zip |
| OS X binaries: | r-release: probhat_0.2.0.tgz, r-oldrel: probhat_0.1.1.tgz |
| Old sources: | probhat archive |
| Reverse suggests: | bivariate |
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