R Observatory: Metrics for adsoRptionMCMC version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

adsoRptionMCMC

0.1.0Package record

Bayesian Estimation of Adsorption Isotherms via MCMC

0packages depend

6.2Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Paul Angelo C. ManlapazCRAN page ↗

Provides tools for Bayesian parameter estimation of adsorption isotherm models using Markov Chain Monte Carlo (MCMC) methods. This package enables users to fit non-linear and linear adsorption isotherm models—Freundlich, Langmuir, and Temkin—within a probabilistic framework, capturing uncertainty and parameter correlations. It provides posterior summaries, 95% credible intervals, convergence diagnostics (Gelman-Rubin), and visualizations through trace and density plots. With this R package, researchers can rigorously analyze adsorption behavior in environmental and chemical systems using robust Bayesian inference. For more details, see Gilks et al. (1995) doi:10.1201/b14835, and Gamerman & Lopes (2006) doi:10.1201/9781482296426.

Install

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

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

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

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-adsorptionmcmc

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-adsoRptionMCMC

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-adsoRptionMCMC

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTERd contentsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Rd files without \usage:
  ‘mcmc_freundlichLM.Rd’ ‘mcmc_freundlichNLM.Rd’ ‘mcmc_langmuirLM1.Rd’
  ‘mcmc_langmuirLM2.Rd’ ‘mcmc_langmuirLM3.Rd’ ‘mcmc_langmuirLM4.Rd’
  ‘mcmc_langmuirNLM.Rd’ ‘mcmc_temkinLM.Rd’ ‘mcmc_temkinNLM.Rd’
\arguments should not be documented without \usage.

CRAN check page ↗

Slowest check: 1.8 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR10 OK, 2 NOTE, 1 ERROR2026-09-07
NOTE12 OK, 1 NOTE2026-07-11
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 9
Examples that run: 100%9 run in a plain check
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: 100%
Help pages citing references: 89%

How these are measured

Downloads

6.2K

CRAN downloads in the past year

Rank #8,385 · ~17/day · ~515/mo

Releases R versions

Daily download trend is not available in this view yet.

39130 days

1.1K90 days

6.2K1 year

Compare downloads with other packages →

Also on84 r2u14 autocran

How downloads are counted

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing adsoRptionMCMC adds 6 packages (4 with compiled code, 3.7 MB of source tarballs). Heaviest: mcmc 1.5 MB, quantreg 903 KB, MCMCpack 718 KB.

Depends (0)

none

Imports (4)

MCMCpack codastatsgraphics

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Paul Angelo C. Manlapaz

Author, Maintainer since 0.1.0 (2025)

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
record
2025-05-30 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-05-30
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Download size: 10 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("adsoRptionMCMC")

Format

Manlapaz, P. A. C. (2025). adsoRptionMCMC: Bayesian Estimation of Adsorption Isotherms via MCMC (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.adsoRptionMCMC

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 adsoRptionMCMC version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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