Other packages > Find by keyword >

MPTinR  

Analyze Multinomial Processing Tree Models
View on CRAN: Click here


Download and install MPTinR package within the R console
Install from CRAN:
install.packages("MPTinR")

Install from Github:
library("remotes")
install_github("cran/MPTinR")

Install by package version:
library("remotes")
install_version("MPTinR", "1.14.1")



Attach the package and use:
library("MPTinR")
Maintained by
Henrik Singmann
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-11-22
Latest Update: 2021-07-13
Description:
Provides a user-friendly way for the analysis of multinomial processing tree (MPT) models (e.g., Riefer, D. M., and Batchelder, W. H. [1988]. Multinomial modeling and the measurement of cognitive processes. Psychological Review, 95, 318-339) for single and multiple datasets. The main functions perform model fitting and model selection. Model selection can be done using AIC, BIC, or the Fisher Information Approximation (FIA) a measure based on the Minimum Description Length (MDL) framework. The model and restrictions can be specified in external files or within an R script in an intuitive syntax or using the context-free language for MPTs. The 'classical' .EQN file format for model files is also supported. Besides MPTs, this package can fit a wide variety of other cognitive models such as SDT models (see fit.model). It also supports multicore fitting and FIA calculation (using the snowfall package), can generate or bootstrap data for simulations, and plot predicted versus observed data.
How to cite:
Henrik Singmann (2011). MPTinR: Analyze Multinomial Processing Tree Models. R package version 1.14.1, https://cran.r-project.org/web/packages/MPTinR
Previous versions and publish date:
0.6.5 (2011-11-22 13:19), 0.8.10 (2012-04-19 15:41), 0.9.4 (2012-07-23 07:28), 1.0.1 (2013-02-07 13:31), 1.1.8 (2013-05-23 14:45), 1.2.5 (2013-11-25 20:54), 1.3.5 (2014-04-12 00:58), 1.4.0 (2014-05-10 15:17), 1.5.1 (2014-08-08 01:19), 1.6.3 (2014-10-21 16:58), 1.7.5 (2015-03-22 22:51), 1.8.0 (2015-05-01 00:55), 1.9.2 (2015-06-14 01:24), 1.10.3 (2015-07-27 23:43), 1.11.0 (2018-06-23 19:08), 1.12.0 (2019-12-14 18:40), 1.13.0 (2020-08-27 00:50)
Other packages that cited MPTinR R package
View MPTinR citation profile
Other R packages that MPTinR depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns