mpt: Multinomial Processing Tree Models

Fitting and testing multinomial processing tree (MPT) models, a class of statistical 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>).

Author
Florian Wickelmaier [aut, cre], Achim Zeileis [aut]
Date of publication
2016-09-08 11:36:34
Maintainer
Florian Wickelmaier <wickelmaier@web.de>
License
GPL (>= 2)
Version
0.5-4
URLs

View on CRAN

Man pages

citysize
City-Size Paired-Comparison Task and Instruction Type
logLik.mpt
Log-Likelihood of an mpt Object
mpt
Multinomial Processing Tree (MPT) Models
mptEM
EM Algorithm for Multinomial Processing Tree Models
mptspec
Specify a Multinomial Processing Tree (MPT) Model
plot.mpt
Diagnostic Plot for MPT Models
proact
Recall Frequencies for DaPolito's Experiment on Proactive...
prospecMemory
Prospective Memory by Instruction Type
recogROC
Recognition Receiver Operating Characteristics
retroact
Recall Frequencies for a Retroactive Inhibition Experiment
simulate.mpt
Simulate Responses from MPT Models
valence
World Valence and Source Memory for Vertical Position
vcov.mpt
Covariance and Information Matrix for MPT Models

Files in this package

mpt
mpt/inst
mpt/inst/CITATION
mpt/NAMESPACE
mpt/data
mpt/data/recogROC.rda
mpt/data/proact.rda
mpt/data/prospecMemory.rda
mpt/data/retroact.rda
mpt/data/valence.rda
mpt/data/citysize.rda
mpt/R
mpt/R/mpt.R
mpt/R/mptspec.R
mpt/MD5
mpt/build
mpt/build/partial.rdb
mpt/DESCRIPTION
mpt/ChangeLog
mpt/man
mpt/man/mptEM.Rd
mpt/man/simulate.mpt.Rd
mpt/man/vcov.mpt.Rd
mpt/man/proact.Rd
mpt/man/recogROC.Rd
mpt/man/mptspec.Rd
mpt/man/valence.Rd
mpt/man/citysize.Rd
mpt/man/mpt.Rd
mpt/man/plot.mpt.Rd
mpt/man/prospecMemory.Rd
mpt/man/retroact.Rd
mpt/man/logLik.mpt.Rd