🚀 Introducing greta.censored: Censored Distributions for greta
greta.censored is an R package that extends the greta probabilistic programming framework to support right, left, and interval censoring with the following distributions:
- Normal
- Log-Normal
- Student's T
- Gamma
- Exponential
- Weibull
- Pareto
- Beta
This initial release introduces core functionality for working with censored distributions in Bayesian modeling workflows. Built to use TensorFlow and TensorFlow Probability, greta.censored ensures efficient computation and integrates seamlessly with 'greta', making it easy to model complex probabilistic workflows.
Installation
You can install the stable version of the package directly from CRAN:
install.packages("greta.censored")To use the latest development version, install from GitHub:
devtools::install_github("mtwesley/greta.censored")Dependencies
greta.censored requires 'TensorFlow' and 'TensorFlow Probability'. These can be installed via the greta package:
library(greta)
install_greta_deps()Citation
If you use greta.censored in your research, please cite it as:
Wesley M (2024). greta.censored: Censored Distributions for 'greta'.
R package version 0.1.0. https://CRAN.R-project.org/package=greta.censored
The package documentation, Including usage examples and vignettes for getting started, is available on GitHub pages.