CRAN/E | calibrar

calibrar

Automated Parameter Estimation for Complex Models

Installation

About

General optimisation and specific tools for the parameter estimation (i.e. calibration) of complex models, including stochastic ones. It implements generic functions that can be used for fitting any type of models, especially those with non-differentiable objective functions, with the same syntax as base::optim. It supports multiple phases estimation (sequential parameter masking), constrained optimization (bounding box restrictions) and automatic parallel computation of numerical gradients. Some common maximum likelihood estimation methods and automated construction of the objective function from simulated model outputs is provided. See for more details.

Citation calibrar citation info
roliveros-ramos.github.io/calibrar/
Bug report File report

Key Metrics

Version 0.9.0
R ≥ 3.5.0
Published 2024-02-14 43 days ago
Needs compilation? no
License GPL-2
CRAN checks calibrar results

Downloads

Yesterday 12 +50%
Last 7 days 75 +4%
Last 30 days 279 -28%
Last 90 days 1.019 +98%
Last 365 days 2.700 -19%

Maintainer

Maintainer

Ricardo Oliveros-Ramos

ricardo.oliveros@gmail.com

Authors

Ricardo Oliveros-Ramos

aut / cre

Material

README
Reference manual
Package source

Vignettes

Getting started with the 'calibrar' package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

calibrar archive

Depends

R ≥ 3.5.0

Imports

BB
cmaes
DEoptim
dfoptim
GenSA
graphics
minqa
optimx
foreach
lbfgsb3c
parallel
pso
rgenoud
soma
stats
stringr
utils

Suggests

deSolve
ibm
knitr
rmarkdown
testthat ≥ 3.0.0