Basics | Age differences in episodic memory | Specifying and fitting an MPT model | Model output | Exercise: one-high-threshold model | Detour: numerical optimization by hand | Exercise: numerical optimization by hand | Model comparison | Exercise: age-group model | Reparameterization: order constraints | Testing interactions | Exercise: age-lag interaction | Identifiability | Jacobian matrix | Simulated identifiability | Exercise: identifiability | Power analysis | Check simulation setup: parameter recovery | Exercise: parameter recovery | Power simulation: goodness-of-fit test | Power simulation: age differences in retrieval | Exercise: power simulation | References
Package: mpt 1.0-0
Florian Wickelmaier
mpt: Multinomial Processing Tree Models
Fitting and testing multinomial processing tree (MPT) models, a class of nonlinear models for categorical data. The parameters are the link probabilities of a tree-like graph and represent the latent cognitive processing steps executed to arrive at observable response categories (Batchelder & Riefer, 1999 <doi:10.3758/bf03210812>; Erdfelder et al., 2009 <doi:10.1027/0044-3409.217.3.108>; Riefer & Batchelder, 1988 <doi:10.1037/0033-295x.95.3.318>).
Authors:
mpt_1.0-0.tar.gz
mpt_1.0-0.tar.gz(r-4.7-any)mpt_1.0-0.tar.gz(r-4.6-any)
mpt_1.0-0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mpt/json (API)
| # Install 'mpt' in R: |
| install.packages('mpt', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- agememory - Age Differences in Episodic Memory
- ItalianCities - City-Size Paired-Comparison Task
- MDHennig2020 - Moral Dilemma Judgment
- MDreplication - Moral Dilemma Judgment
- PMreplication - Prospective Memory and Task Importance
- PMSmithBayen - Prospective Memory and Task Importance
- proact - Recall Frequencies for DaPolito's Experiment on Proactive Inhibition
- pwrsim1 - Simulation-Based Power Analysis for MPT Models
- pwrsim2 - Simulation-Based Power Analysis for MPT Models
- retroact - Recall Frequencies in Retroactive Inhibition
- ROCBroeder2009 - Recognition Receiver Operating Characteristics
- ROCreplication - Recognition Receiver Operating Characteristics
- valence - World Valence and Source Memory for Vertical Position
- WorldCities - City-Size Paired-Comparison Task
- WSTKlauer2007 - Wason Selection Task (WST) and Helpful Hints
- WSTreplication - Wason Selection Task (WST) and Helpful Hints
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4dff433cec. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 127 | ||
| source / vignettes | OK | 173 | ||
| linux-release-x86_64 | OK | 129 | ||
| wasm-release | OK | 90 |
Dependencies:
