Package: EstimationTools
Type: Package
Title: Maximum Likelihood Estimation for Probability Functions from
        Data Sets
Version: 4.0.0
Authors@R: c(
      person("Jaime", "Mosquera", email = "jmosquerag@unal.edu.co", role = c("aut", "cre"),
      comment = c(ORCID = "0000-0002-1684-4756")),
      person("Freddy", "Hernandez", , "fhernanb@unal.edu.co", role = c("ctb"), 
      comment = c(ORCID = "0000-0001-7459-3329"))
      )
Depends: R (>= 3.5.0), survival, DEoptim, BBmisc, GA, gaussquad
Imports: Rdpack, utils, stats, numDeriv, boot, autoimage, graphics,
        stringr
RdMacros: Rdpack
Suggests: gamlss.dist, knitr, rmarkdown, AdequacyModel, readr, covr,
        testthat (>= 3.0.0), vdiffr, spelling, lifecycle, matrixStats,
        lintr, V8
VignetteBuilder: knitr, utils
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) <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.
License: GPL-3
URL: https://jaimemosg.github.io/EstimationTools/,
        https://github.com/Jaimemosg/EstimationTools
BugReports: https://github.com/Jaimemosg/EstimationTools/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.1
Config/testthat/edition: 3
Language: en-US
NeedsCompilation: no
Packaged: 2022-12-10 00:45:00 UTC; jaime
Author: Jaime Mosquera [aut, cre] (<https://orcid.org/0000-0002-1684-4756>),
  Freddy Hernandez [ctb] (<https://orcid.org/0000-0001-7459-3329>)
Maintainer: Jaime Mosquera <jmosquerag@unal.edu.co>
Repository: CRAN
Date/Publication: 2022-12-10 07:20:02 UTC
Built: R 4.2.0; ; 2023-07-11 03:03:21 UTC; unix
