R Observatory: Metrics for calibrar version 0.9.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

calibrar

0.9.0

Automated Parameter Estimation for Complex Models

0packages depend

3.3Kdownloads / year

67.0%test coverage

13/13checks pass

Overview

About

Maintained by Ricardo Oliveros-RamosFirst published 2016-02-172 releasesCRAN page ↗GitHub ↗

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 https://roliveros-ramos.github.io/calibrar/ for more details.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("calibrar", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("roliveros-ramos/calibrar")

Development version from roliveros-ramos/calibrar. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-calibrar

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-calibrar

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-calibrar

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 14.3 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.04

67.0%

Coverage · measured lines

100%

Documentation · exports

17

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 211 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 67%
Documented parameters: 93%
Return-value docs: 81%
References docs: 10%

Downloads

3.3K

CRAN downloads in the past year

Rank #11,756 · ~9/day · ~272/mo

Releases R versions

Daily download trend is not available in this view yet.

23730 days

83890 days

3.3K1 year

Compare downloads with other packages →

Also on143 r2u35 autocran

Repository

GitHub ↗ roliveros-ramos/calibrar

11Stars

3Forks

0Open issues

0Open PRs

4Releases

452Commits

3Contributors

rcranr-packageoptimizationoptimization-methodsmodeling

452 commits · Last activity 2026-04-22 · 0% stars, 30d

Stars over time

2025-08-10 · 92026-07-22 · 11

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/roliveros-ramos/calibrar on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (17)

BB cmaes DEoptim dfoptim GenSAgraphicsminqa optimx foreach lbfgsb3cparallelpso rgenoud somastatsstringrutils

LinkingTo (0)

none

Suggests (5)

deSolve ibm knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Ricardo Oliveros-Ramos

Author, Maintainer

Authors (1)

Ricardo Oliveros-Ramos

Author, Maintainer

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.9.0Latest
2024-02-14 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
0.2.0
2016-02-17
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-02-17
Total releases: 2 / 10 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Download size: 293 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Optimization and Mathematical Programming

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("calibrar")

Format

Oliveros-Ramos, R. (2024). calibrar: Automated Parameter Estimation for Complex Models (Version 0.9.0) [Computer software]. https://doi.org/10.32614/CRAN.package.calibrar

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for calibrar version 0.9.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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