mcplR: Multiple Cue Probability Learning in R
Version 0.3-1

mcplR offers a flexible (S4) framework to investigate multiple cue probability learning (MCPL). mcplR incorporates a number of learning models (Rescorla-Wagner, GCM, ALCOVE, etc) in a general state-space framework, where new models can be easily added.

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AuthorMaarten Speekenbrink <m.speekenbrink@ucl.ac.uk>
Date of publication2016-04-13 11:37:11
MaintainerMaarten Speekenbrink <m.speekenbrink@ucl.ac.uk>
LicenseGPL (>=2)
Version0.3-1
URL http://mcplr.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mcplR", repos="http://R-Forge.R-project.org")

Man pages

AICc: Corrected Akaike Information Criterion
ALCOVE: Attention Learning COVEring map model (ALCOVE)
ALCOVElearning: Attention Learning COVEring map model (ALCOVE)
canRepar-methods: Reparametrization methods
ConstraintsList-class: Parameter constraints
fit-methods: Fit a model (estimate model parameters).
GaussianMixtureResponse: Generate a Gaussian Mixture Response model
GaussianMixtureResponse-class: Class "GaussianMixtureResponse"
GaussianResponse-class: Class "GaussianResponse"
gcm: Generalized Context Model
ggcm: generalized Generalized Context Model
GlmResponse: Generate a Generalized Linear Model (GLM) Response model
GlmResponse-class: Class "GlmResponse"
MaxResponse: Maximising responses with error
MaxResponse-class: Class "MaxResponse"
McplBaseModel: Class "McplBaseModel"
McplModel: McplModel
McplModel-class: Class "McplModel"
mcplR: mcplR: Multiple Cue Probability Learning models in R
mcplr-internal: mcplR internal functions, methods and classes.
ParStruct: Parameter structure objects
ParStruct-class: Class "ParStruct"
RatioRuleResponse-class: Class "RatioRuleResponse"
rescorlaWagner: Rescorla-Wagner Model
Rsq: R-Squared
runm-methods: Run a model over the data.
simulate: simulate
slfn: Single Layer Feedforward Network
SMPT: Stock Market Prediction Task
WPT: Weather Prediction Task data

Functions

AIC,McplBaseModel-method Man page
AIC,McplModel-method Man page
AIC,missing-method Man page
AICc Man page
AICc,ANY-method Man page
AICc,McplBaseModel-method Man page
AICc,McplModel-method Man page
AICc,logLik-method Man page
AICc,missing-method Man page
ALCOVE Man page Source code
ALCOVE-class Man page
ALCOVE.runm Source code
ALCOVElearning Man page Source code
ALCOVElearning-class Man page
BIC,McplBaseModel-method Man page
BIC,McplModel-method Man page
BIC,missing-method Man page
BoxConstraints-class Man page
C_R_W.runm Source code
Constraints Man page
Constraints-class Man page
ContinuousRescorlaWagner-class Man page
ExpRatioRuleResponse Man page
GCM Man page Source code
GCM-class Man page
GCMlearning-class Man page
GCMresponse-class Man page
GaussianMixtureResponse Man page Man page Source code
GaussianMixtureResponse-class Man page
GaussianResponse Man page Source code
GaussianResponse-class Man page
GlmResponse Man page Source code
GlmResponse-class Man page
LearningModel-class Man page
LinearConstraints-class Man page
LinearConstraintsParStruct-class Man page
MaxResponse Man page Source code
MaxResponse-class Man page
McplBaseModel-class Man page
McplModel Man page Source code
McplModel-class Man page
NTimes-class Man page
ParStruct Man page Source code
ParStruct-class Man page
PowRatioRuleResponse Man page
R_W.runm Source code
RatioRuleResponse Man page Source code
RatioRuleResponse-class Man page
RescorlaWagner Man page Source code
RescorlaWagner-class Man page
ResponseModel-class Man page
Rsq Man page
Rsq,ANY-method Man page
Rsq,McplBaseModel-method Man page
Rsq,McplModel-method Man page
SLFN Man page Source code
SLFN-class Man page
SMPT Man page
SimpleConstraintsParStruct-class Man page
TransParStruct Source code
TransParStruct-class Man page
Unconstrained-class Man page
WPT Man page
bdiag Source code
canRepar Man page
canRepar,ANY-method Man page
canRepar,GCMlearning-method Man page
canRepar,LearningModel-method Man page
canRepar,McplBaseModel-method Man page
canRepar,McplModel-method Man page
canRepar,RescorlaWagner-method Man page
canRepar,ResponseModel-method Man page
canRepar-methods Man page
dens Man page
dens,McplBaseModel-method Man page
fit Man page
fit,ALCOVE-method Man page
fit,ALCOVElearning-method Man page
fit,ANY-method Man page
fit,GCM-method Man page Man page
fit,GaussianMixtureResponse-method Man page Man page
fit,GaussianResponse-method Man page Man page
fit,GlmResponse-method Man page
fit,McplBaseModel-method Man page Man page
fit,McplModel-method Man page Man page
fit,RatioRuleResponse-method Man page Man page
fit,RescorlaWagner-method Man page
fit,SLFN-method Man page
fit,gGCM-method Man page
fit,gGcmLearning-method Man page
fit-methods Man page
fixedListToVec Man page Source code
fixedRepListToVec Source code
gGCM Man page Source code
gGCM-class Man page
gGCMinterval-class Man page
gGCMnominal-class Man page
gcm.distance Source code
gcm.sampling Source code
gcm.similarity Source code
genListToVec Source code
genRepListToVec Source code
getConstraints Man page
getConstraints,Constraints-method Man page
getConstraints,ParStruct-method Man page
getFreePars Man page
getFreePars,Parstruct-method Man page
getFreePars,TransParstruct-method Man page
getPars Man page Man page
getPars,ALCOVE,ANY-method Man page
getPars,ALCOVE-method Man page
getPars,ALCOVElearning,ANY-method Man page
getPars,ALCOVElearning-method Man page
getPars,GCM-method Man page
getPars,GaussianMixtureResponse,ANY-method Man page
getPars,GaussianMixtureResponse-method Man page
getPars,McplBaseModel,ANY-method Man page
getPars,McplBaseModel-method Man page
getPars,McplModel,ANY-method Man page
getPars,McplModel-method Man page
getPars,ParStruct,character-method Man page
getPars,ParStruct,missing-method Man page
getPars,ParStruct-method Man page
getPars,RescorlaWagner-method Man page
getPars,SLFN,ANY-method Man page
getPars,SLFN-method Man page
getPars,TransParStruct,character-method Man page
getPars,TransParStruct,missing-method Man page
getPars,TransParStruct-method Man page
getPars,gGCM-method Man page
getReplication Man page
getReplication,McplBaseModel-method Man page
getReplication,McplModel-method Man page
getReplication-method Man page
getTransPars Man page
getTransPars,ANY-method Man page
getTransPars,GCMlearning-method Man page
getTransPars,RescorlaWagner-method Man page
getTransPars-methods Man page
ggcm.discr.runm Source code
ggcm.runm.unconstrained Source code
idListToVec Source code
idRepListToVec Source code
lFr Man page
lFr,GCMinterval,GaussianMixtureResponse-method Man page
lFr,LearningModel,GlmResponse-method Man page
lFr,LearningModel,ResponseModel-method Man page
lFr,McplModel,missing-method Man page
lFr,gGCMinterval,GaussianMixtureResponse-method Man page
lFr-methods Man page
logLik,GCM-method Man page
logLik,GaussianMixtureResponse-method Man page
logLik,GaussianResponse-method Man page
logLik,GlmResponse-method Man page
logLik,MaxResponse-method Man page
logLik,McplBaseModel-method Man page
logLik,McplModel-method Man page
logLik,RatioRuleResponse-method Man page
logLik,gGCM-method Man page
logLik,gGCMinterval-method Man page
logLik,gGCMnominal-method Man page
logLik,gGcmLearningInterval-method Man page
logLik,gGcmLearningNominal-method Man page
maxListToVec Source code
maxRepListToVec Source code
mcpl.prepare Man page Source code
mcplR-package Man page
minListToVec Source code
minRepListToVec Source code
mlogit Source code
multinomial Source code
nTimes Man page Source code
ntimes Man page
ntimes,McplBaseModel-method Man page
ntimes,McplModel-method Man page
onLoad Source code
onUnload Source code
predict,ALCOVE-method Man page
predict,ALCOVElearning-method Man page
predict,GCM-method Man page
predict,GaussianMixtureResponse-method Man page
predict,GaussianResponse-method Man page
predict,GlmResponse-method Man page
predict,MaxResponse-method Man page
predict,McplModel-method Man page
predict,RatioRuleResponse-method Man page
predict,RescorlaWagner-method Man page
predict,SLFN-method Man page
predict,gGCM-method Man page
predict,gGcmLearning-method Man page
rFl Man page
rFl,McplModel,missing-method Man page
rFl,ResponseModel,LearningModel-method Man page
rFl-methods Man page
relist.NULL Man page Source code
relist.factor Man page Source code
relist.pdMat Man page Source code
rep,ParStruct-method Man page
runm Man page
runm,ALCOVE-method Man page
runm,ALCOVElearning-method Man page
runm,ANY-method Man page
runm,ContinuousRescorlaWagner-method Man page
runm,GCM-method Man page
runm,GaussianMixtureResponse-method Man page
runm,LearningModel-method Man page
runm,McplBaseModel-method Man page
runm,McplModel-method Man page
runm,RescorlaWagner-method Man page
runm,ResponseModel-method Man page
runm,SLFN-method Man page
runm,gGCM-method Man page
runm,gGcmLearning-method Man page
runm-methods Man page
setConstraints Man page
setConstraints,Constraints-method Man page
setConstraints,ParStruct-method Man page
setFreePars Man page
setFreePars,Parstruct,numeric-method Man page
setFreePars,TransParstruct,numeric-method Man page
setPars Man page Man page
setPars,ALCOVE-method Man page
setPars,ALCOVElearning-method Man page
setPars,GCM-method Man page
setPars,GaussianMixtureResponse-method Man page
setPars,McplBaseModel-method Man page
setPars,McplModel-method Man page
setPars,ParStruct-method Man page
setPars,RescorlaWagner-method Man page
setPars,SLFN-method Man page
setPars,TransParStruct-method Man page
setPars,gGCM-method Man page
setTransPars Man page
setTransPars,ANY,ANY-method Man page
setTransPars,GCMlearning-method Man page
setTransPars,McplModel-method Man page
setTransPars,RescorlaWagner-method Man page
setTransPars-methods Man page
show,LearningModel-method Man page
show,McplBaseModel-method Man page
show,McplModel-method Man page
show,ResponseModel-method Man page
simulate Man page
simulate,ANY-method Man page
slfn.runm Source code
summary,LearningModel-method Man page
summary,McplBaseModel-method Man page
summary,McplModel-method Man page
summary,ResponseModel-method Man page

Files

COPYING
DESCRIPTION
NAMESPACE
R
R/AICc.R
R/ALCOVE.R
R/Constraints.R
R/GCM.R
R/GaussianMixtureResponse.R
R/GaussianResponse.R
R/GlmResponse.R
R/LearningModel.R
R/MaxResponse.R
R/McplBaseModel.R
R/McplModel.R
R/NTimes.R
R/ParStruct.R
R/RatioRuleResponse.R
R/RescorlaWagner.R
R/ResponseModel.R
R/SLFN.R
R/TransParStruct.R
R/allGenerics.R
R/bdiag.R
R/classes.R
R/gGCM.R
R/mcplprepare.R
R/multinomial.R
R/relist.R
R/utils.R
R/zzz.R
README
data
data/SMPT.rda
data/WPT.rda
man
man/AICc.Rd
man/ALCOVE.Rd
man/ALCOVElearning.Rd
man/ConstraintsList-class.Rd
man/GaussianMixtureResponse-class.Rd
man/GaussianMixtureResponse.Rd
man/GaussianResponse-class.Rd
man/GlmResponse-class.Rd
man/GlmResponse.Rd
man/MaxResponse-class.Rd
man/MaxResponse.Rd
man/McplBaseModel.Rd
man/McplModel-class.Rd
man/McplModel.Rd
man/ParStruct-class.Rd
man/ParStruct.Rd
man/RatioRuleResponse-class.Rd
man/Rsq.Rd
man/SMPT.Rd
man/WPT.Rd
man/canRepar-methods.Rd
man/fit-methods.Rd
man/gcm.Rd
man/ggcm.Rd
man/mcplR.Rd
man/mcplr-internal.Rd
man/rescorlaWagner.Rd
man/runm-methods.Rd
man/simulate.Rd
man/slfn.Rd
src
src/gcm.c
src/slfn.c
mcplR documentation built on May 21, 2017, 12:22 a.m.