R Observatory: Metrics for rtmpt version 2.1-1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rtmpt

2.1-1Package record

Fitting (Exponential/Diffusion) RT-MPT Models

0packages depend

3.8Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Raphael HartmannCRAN page ↗

Fit (exponential or diffusion) response-time extended multinomial processing tree (RT-MPT) models by Klauer and Kellen (2018) doi:10.1016/j.jmp.2017.12.003 and Klauer, Hartmann, and Meyer-Grant (submitted). The RT-MPT class not only incorporate frequencies like traditional multinomial processing tree (MPT) models, but also latencies. This enables it to estimate process completion times and encoding plus motor execution times next to the process probabilities of traditional MPTs. 'rtmpt' is a hierarchical Bayesian framework and posterior samples are sampled using a Metropolis-within-Gibbs sampler (for exponential RT-MPTs) or Hamiltonian-within-Gibbs sampler (for diffusion RT-MPTs).

Install

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

install.packages("rtmpt", 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-rtmpt

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-rtmpt

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-rtmpt

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

13OK

CRAN check page ↗

Slowest check: 5.5 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.1-1

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 23
Examples that run: 100%23 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 30%

Vignettes (1)

rtmpt: Guideline HTML

How these are measured

Downloads

3.8K

CRAN downloads in the past year

Rank #8,909 · ~10/day · ~315/mo

Releases R versions

Daily download trend is not available in this view yet.

46430 days

1.1K90 days

3.8K1 year

Compare downloads with other packages →

Also on339 r2u

How downloads are counted

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing rtmpt adds 27 packages (16 with compiled code, 27 MB of source tarballs). Heaviest: stringi 11 MB, data.table 5.7 MB, loo 2.7 MB.

Depends (1)

R >= 3.5.0

Imports (9)

coda data.table loomethodsRyacasstatsstringr truncnormutils

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (6)

Raphael Hartmann

Author, Maintainer since 0.1-15 (2019)

Karl C. Klauer

Copyright holder, Author, Contributor, Thesis advisor

Constantin G. Meyer-Grant

Author, Contributor · added in 2.0-0

Henrik Singmann

Contributor, Author

Jean Marie Linhart

Contributor

Frederick Novomestky

Contributor · added in 0.2-1

Releases (16)

Pick two releases to compare their code metrics.

2.1-1Latest
record
2026-09-23 · current release · diff ↗ ·
added 1 export
update_drtmpt
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
2.0-3
record
2025-03-19 · diff ↗
2.0-2
record
2025-01-23 · diff ↗ ·
added 10 exports
lambda2lambda, set_lambdas_equal, set_v_const, set_v_equal, set_w_const, set_w_equal, v2const, v2v, w2const, w2w
R
R 4.4.0 released · 2024-04-24
2.0-1
record
2024-04-04 · diff ↗
2.0-0
record
2023-12-13 · diff ↗ ·
removed 4 exports
fit_rtmpt, fit_rtmpt_SBC, set_params, sim_rtmpt_data

added 20 exports
a2a, a2const, fit_drtmpt, fit_ertmpt, fit_ertmpt_SBC, nu2const, nu2nu, omega2const, omega2omega, set_a_const, set_a_equal, set_nu_const, set_nu_equal, set_omega_const, set_omegas_equal, sim_ertmpt_data, to_drtmpt_data, to_drtmpt_model, to_ertmpt_data, to_ertmpt_model
1.0-1
record
2023-11-30 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0-0
record
2022-04-10 · diff ↗ ·
added 10 exports
delta2delta, set_deltas_equal, set_tau_zero, set_taus_equal, set_theta_const, set_thetas_equal, tau2tau, tau2zero, theta2const, theta2theta
0.2-3
record
2021-12-16 · diff ↗
0.2-2
record
2021-10-11 · diff ↗
0.2-1
record
2021-06-03 · diff ↗
0.2-0
record
2021-05-24 · diff ↗

Show 8 earlier eventsHide 8 earlier events

R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1-19
record
2020-03-19 · diff ↗
0.1-18
record
2020-02-04 · diff ↗
0.1-17
record
2019-10-14 · diff ↗
0.1-16
record
2019-10-08 · diff ↗
0.1-15
record
2019-10-07
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-10-07
Total releases: 16 / 7 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 6.8 KB / 1 file
Download size: 259 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rtmpt")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 rtmpt version 2.1-1 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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