greta.censored is an R package that extends
greta to support the following
distributions with right, left, and interval censoring:
- Normal
- Log-Normal
- Student’s T
- Gamma
- Exponential
- Weibull
- Pareto
- Beta.
You can install the development version of greta.censored from GitHub
with:
# install.packages("devtools")
devtools::install_github("mtwesley/greta.censored")Here are some examples demonstrating how to use the main functions of
the greta.censored package:
library(greta)
library(greta.censored)
# Define the parameters
mean <- as.greta_array(0)
sd <- as.greta_array(1)
is_censored <- as.greta_array(c(0, 1, 0))
censor <- "right"
lower <- -Inf
upper <- 1
# Create the censored normal distribution
dist <- normal_censored(mean, sd, is_censored, censor, lower, upper)
# Print the distribution
print(dist)library(greta)
library(greta.censored)
# Define the parameters
meanlog <- as.greta_array(0)
sdlog <- as.greta_array(1)
is_censored <- as.greta_array(c(0, 1, 0))
censor <- "left"
lower <- 0
upper <- Inf
# Create the censored log-normal distribution
dist <- lognormal_censored(meanlog, sdlog, is_censored, censor, lower, upper)
# Print the distribution
print(dist)Please note that the greta.censored project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.
If you use the greta.censored package in your research, please cite it
as follows:
greta.censored: Censored Distributions for greta. R package version
0.1.0. https://github.com/mtwesley/greta.censored
