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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) <doi:10.18637/jss.v040.i06>. Standard errors are estimated with 'numDeriv' Gilbert (2011) <https://CRAN.R-project.org/package=numDeriv> or the option 'Hessian = TRUE' of 'optim' function.
Version: | 4.0.0 |
Depends: | R (≥ 3.5.0), survival, DEoptim, BBmisc, GA, gaussquad |
Imports: | Rdpack, utils, stats, numDeriv, boot, autoimage, graphics, stringr |
Suggests: | gamlss.dist, knitr, rmarkdown, AdequacyModel, readr, covr, testthat (≥ 3.0.0), vdiffr, spelling, lifecycle, matrixStats, lintr, V8 |
Published: | 2022-12-10 |
DOI: | 10.32614/CRAN.package.EstimationTools |
Author: | Jaime Mosquera |
Maintainer: | Jaime Mosquera <jmosquerag at unal.edu.co> |
BugReports: | https://github.com/Jaimemosg/EstimationTools/issues |
License: | GPL-3 |
URL: | https://jaimemosg.github.io/EstimationTools/, https://github.com/Jaimemosg/EstimationTools |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | EstimationTools results |
Reference manual: | EstimationTools.pdf |
Vignettes: |
Bootstrap implementation Estimation with 'maxlogL' objects |
Package source: | EstimationTools_4.0.0.tar.gz |
Windows binaries: | r-devel: EstimationTools_4.0.0.zip, r-release: EstimationTools_4.0.0.zip, r-oldrel: EstimationTools_4.0.0.zip |
macOS binaries: | r-release (arm64): EstimationTools_4.0.0.tgz, r-oldrel (arm64): EstimationTools_4.0.0.tgz, r-release (x86_64): EstimationTools_4.0.0.tgz, r-oldrel (x86_64): EstimationTools_4.0.0.tgz |
Old sources: | EstimationTools archive |
Reverse depends: | RelDists |
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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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