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EstimationTools
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]
[Scholar Profile | Author Map]
All associated links for this package
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 05 Jan. 2025.
Previous versions and publish date:
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Other R packages that EstimationTools depends,
imports, suggests or enhances
Complete documentation for EstimationTools
Functions, R codes and Examples using
the EstimationTools R package
Some associated functions: Fibers . Hazard_Shape . NegInv_link . TTTE_Analytical . TTT_hazard_shape . bootstrap_maxlogL . coef.maxlogL . gauss_quad . half_norm_key . hazard_fun . hazard_rate_key . integration . internalfunc . interp.options . is.maxlogL . legend.HazardShape . loess.options . log_link . logit_link . maxlogL . maxlogLreg . plot.EmpiricalTTT . plot.HazardShape . predict.maxlogL . print.HazardShape . reduction_cells . residuals.maxlogL . summary.maxlogL . summate . uniform_key .
Some associated R codes: Cells-data.R . Fibers-data.R . Hazard_Shape.R . LinkFunc.R . TTTE_Analytical.R . TTT_hazard_shape.R . bootstrap_maxlogL.R . coef.maxlogL.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 . predict.maxlogL.R . print.HazardShape.R . residuals.R . summary.maxlogL.R . summate.R . zzz.R . Full EstimationTools package functions and examples
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