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EstimationTools  

Maximum Likelihood Estimation for Probability Functions from Data Sets
View on CRAN: Click here


Download and install EstimationTools package within the R console
Install from CRAN:
install.packages("EstimationTools")

Install from Github:
library("remotes")
install_github("cran/EstimationTools")

Install by package version:
library("remotes")
install_version("EstimationTools", "4.0.0")



Attach the package and use:
library("EstimationTools")
Maintained by
Jaime Mosquera
[Scholar Profile | Author Map]
First Published: 2019-06-06
Latest Update: 2022-12-10
Description:
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) . Standard errors are estimated with 'numDeriv' Gilbert (2011) or the option 'Hessian = TRUE' of 'optim' function.
How to cite:
Jaime Mosquera (2019). EstimationTools: Maximum Likelihood Estimation for Probability Functions from Data Sets. R package version 4.0.0, https://cran.r-project.org/web/packages/EstimationTools. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.1.0 (2019-06-06 16:52), 1.2.0 (2019-06-11 09:20), 1.2.1 (2019-10-24 17:10), 2.0.0 (2020-08-03 10:52), 2.1.0 (2021-03-10 19:40)
Other packages that cited EstimationTools R package
View EstimationTools citation profile
Other R packages that EstimationTools depends, imports, suggests or enhances
Complete documentation for EstimationTools
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