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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) <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 |
| Author: |
Jaime Mosquera 
[aut, cre],
Freddy Hernandez
[ctb] |
| 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 |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=EstimationTools
to link to this page.
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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