Package: EstimationTools
Type: Package
Title: Maximum Likelihood Estimation for Probability Functions from
        Data Sets
Version: 4.3.1
Authors@R: c(
      person("Jaime", "Mosquera", email = "jmosquerag@unal.edu.co", role = c("aut", "cre", "cph"),
      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
Imports: DEoptim, BBmisc, GA, Rdpack (>= 0.7), utils, stats, numDeriv,
        boot, autoimage, graphics, stringr, gaussquad, car
RdMacros: Rdpack
Suggests: Rmpfr, 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: 7.3.3
Roxygen: list(markdown = TRUE)
Config/testthat/edition: 3
Language: en-US
Collate: 'ALL-data.R' 'Cells-data.R' 'custom_optimizer.R'
        'Fibers-data.R' 'Hazard_Shape.R' 'head-neck-cancer-data.R'
        'LinkFunc.R' 'TTTE_Analytical.R' 'TTT_hazard_shape.R'
        'bootstrap_maxlogL.R' 'coef.maxlogL.R' 'expected_value.R'
        'gauss_quad.R' 'generic_funcs_EstimationTools.R' 'globals.R'
        'hazard_fun.R' 'inherit_methods.R' 'integration.R' 'internal.R'
        'interp.options.R' 'key_functions.R' 'legend.HazardShape.R'
        'loess.options.R' 'maxlogL.R' 'maxlogLreg.R'
        'plot.HazardShape.R' 'plot.empiricalTTT.R' 'residuals.R'
        'plot.maxlogL.R' 'predict.maxlogL.R' 'print.HazardShape.R'
        'summary.maxlogL.R' 'summate.R' 'utils.R' 'zzz.R'
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://jaimemosg.r-universe.dev
Date/Publication: 2025-09-08 20:39:34 UTC
RemoteUrl: https://github.com/jaimemosg/estimationtools
RemoteRef: HEAD
RemoteSha: 2d04eee99c26a8117669171da4861e18aa346876
NeedsCompilation: no
Packaged: 2026-10-03 07:50:02 UTC; root
Author: Jaime Mosquera [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-1684-4756>),
  Freddy Hernandez [ctb] (ORCID: <https://orcid.org/0000-0001-7459-3329>)
Maintainer: Jaime Mosquera <jmosquerag@unal.edu.co>