EstimationTools
Maximum Likelihood Estimation for Probability Functions from Data Sets
Total Time on Test plot and routines for parameter estimation of
any lifetime distribution implemented in R via maximum likelihood (ML) given
a data set. It is implemented thinking on parametric survival analysis, but
it feasible to use in parameter estimation of probability density or mass
functions in any field. The main routines 'maxlogL' and 'maxlogLreg' are
wrapper functions specifically developed for ML estimation. There are
included optimization procedures such as 'nlminb' and 'optim' from base
package, and 'DEoptim' Mullen (2011)
EstimationTools 
The goal of EstimationTools is to provide tools and routines for
maximum likelihood estimation of probability density/mass functions in
R.
Installation
You can install the latest version (4.3.1) of EstimationTools typing
the following command lines in R console:
if (!require('devtools')) install.packages('devtools')
devtools::install_github('Jaimemosg/EstimationTools', force = TRUE)
library(EstimationTools)
Or you can install the released version (4.0.0) from
CRAN if you
prefer. You can also type the following command lines in R console:
install.packages("EstimationTools")
You can visit the package website to explore the functions reference and our vignettes (articles).
Examples
You can visit our estimation vignette to see the examples.