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Provides additional censored distributions for use with 'greta', a probabilistic programming framework for Bayesian modeling. Includes censored versions of Normal, Log-Normal, Student's T, Gamma, Exponential, Weibull, Pareto, and Beta distributions with support for right, left, and interval censoring. For details on 'greta', see Golding (2019) <doi:10.21105/joss.01601>. The methods are implemented using 'TensorFlow' and 'TensorFlow Probability' for efficient computation.
| Version: | 0.1.0 |
| Depends: | greta (≥ 0.4.2), R (≥ 3.1.0) |
| Imports: | glue, reticulate, tensorflow (≥ 2.7.0) |
| Suggests: | devtools, VGAM, knitr, rmarkdown, testthat (≥ 3.1.0), roxygen2, styler, pkgdown |
| Published: | 2024-11-29 |
| DOI: | 10.32614/CRAN.package.greta.censored |
| Author: | Mlen-Too Wesley [aut, cre] |
| Maintainer: | Mlen-Too Wesley <mlen.too.wesley at gmail.com> |
| BugReports: | https://github.com/mtwesley/greta.censored/issues |
| License: | Apache License 2.0 |
| URL: | https://github.com/mtwesley/greta.censored |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.7.0) with header files and shared library; TensorFlow (>= v2.0.0; https://www.tensorflow.org/); TensorFlow Probability (v0.8.0; https://www.tensorflow.org/probability/) |
| Language: | en-GB |
| Materials: | README NEWS |
| CRAN checks: | greta.censored results |
| Reference manual: | greta.censored.pdf |
| Package source: | greta.censored_0.1.0.tar.gz |
| Windows binaries: | r-devel: greta.censored_0.1.0.zip, r-release: greta.censored_0.1.0.zip, r-oldrel: greta.censored_0.1.0.zip |
| macOS binaries: | r-release (arm64): greta.censored_0.1.0.tgz, r-oldrel (arm64): greta.censored_0.1.0.tgz, r-release (x86_64): greta.censored_0.1.0.tgz, r-oldrel (x86_64): greta.censored_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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