Package: rtmpt 2.0-2

Raphael Hartmann

rtmpt: Fitting (Exponential/Diffusion) RT-MPT Models

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).

Authors:Raphael Hartmann [aut, cre], Karl C. Klauer [cph, aut, ctb, ths], Constantin G. Meyer-Grant [aut, ctb], Henrik Singmann [ctb, aut], Jean Marie Linhart [ctb], Frederick Novomestky [ctb]

rtmpt_2.0-2.tar.gz
rtmpt_2.0-2.tar.gz(r-4.5-noble)rtmpt_2.0-2.tar.gz(r-4.4-noble)
rtmpt_2.0-2.tgz(r-4.4-emscripten)rtmpt_2.0-2.tgz(r-4.3-emscripten)
rtmpt.pdf |rtmpt.html
rtmpt/json (API)

# Install 'rtmpt' in R:
install.packages('rtmpt', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3
Datasets:
  • SimData - Data simulated from the restricted 2HTM

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

gslcpp

2.30 score 386 downloads 43 exports 29 dependencies

Last updated 9 days agofrom:3fc960a3da. Checks:2 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 23 2025
R-4.5-linux-x86_64OKJan 23 2025

Exports:a2aa2constdelta2deltafit_drtmptfit_ertmptfit_ertmpt_SBClambda2lambdanu2constnu2nuomega2constomega2omegaset_a_constset_a_equalset_deltas_equalset_lambdas_equalset_nu_constset_nu_equalset_omega_constset_omegas_equalset_respsset_tau_zeroset_taus_equalset_theta_constset_thetas_equalset_v_constset_v_equalset_w_constset_w_equalsim_ertmpt_datatau2tautau2zerotheta2consttheta2thetato_drtmpt_datato_drtmpt_modelto_ertmpt_datato_ertmpt_modelto_rtmpt_datato_rtmpt_modelv2constv2vw2constw2w

Dependencies:abindbackportscheckmateclicodadata.tabledistributionalfansigenericsgluelatticelifecycleloomagrittrmatrixStatsnumDerivpillarpkgconfigposteriorRcpprlangRyacasstringistringrtensorAtibbletruncnormutf8vctrs

rtmpt: Guideline

Rendered fromrtmpt_guideline.Rmdusingknitr::rmarkdownon Jan 23 2025.

Last update: 2023-12-14
Started: 2022-04-10