mcplR: Multiple Cue Probability Learning in R

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.

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
http://mcplr.r-forge.r-project.org/

View on R-Forge

Functions

AICc Man page
AICc,ANY-method Man page
AICc,logLik-method Man page
AICc,McplBaseModel-method Man page
AICc,McplModel-method Man page
AICc,missing-method Man page
AIC,McplBaseModel-method Man page
AIC,McplModel-method Man page
AIC,missing-method Man page
ALCOVE Man page
ALCOVE-class Man page
ALCOVElearning Man page
ALCOVElearning-class Man page
BIC,McplBaseModel-method Man page
BIC,McplModel-method Man page
BIC,missing-method Man page
BoxConstraints-class Man page
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-methods Man page
canRepar,RescorlaWagner-method Man page
canRepar,ResponseModel-method Man page
Constraints Man page
Constraints-class Man page
ContinuousRescorlaWagner-class Man page
dens Man page
dens,McplBaseModel-method Man page
ExpRatioRuleResponse Man page
fit Man page
fit,ALCOVElearning-method Man page
fit,ALCOVE-method Man page
fit,ANY-method Man page
fit,GaussianMixtureResponse-method Man page
fit,GaussianMixtureResponse-method Man page
fit,GaussianResponse-method Man page
fit,GaussianResponse-method Man page
fit,GCM-method Man page
fit,GCM-method Man page
fit,gGcmLearning-method Man page
fit,gGCM-method Man page
fit,GlmResponse-method Man page
fit,McplBaseModel-method Man page
fit,McplBaseModel-method Man page
fit,McplModel-method Man page
fit,McplModel-method Man page
fit-methods Man page
fit,RatioRuleResponse-method Man page
fit,RatioRuleResponse-method Man page
fit,RescorlaWagner-method Man page
fit,SLFN-method Man page
fixedListToVec Man page
GaussianMixtureResponse Man page
GaussianMixtureResponse Man page
GaussianMixtureResponse-class Man page
GaussianResponse Man page
GaussianResponse-class Man page
GCM Man page
GCM-class Man page
GCMlearning-class Man page
GCMresponse-class Man page
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
getPars Man page
getPars,ALCOVE,ANY-method Man page
getPars,ALCOVElearning,ANY-method Man page
getPars,ALCOVElearning-method Man page
getPars,ALCOVE-method Man page
getPars,GaussianMixtureResponse,ANY-method Man page
getPars,GaussianMixtureResponse-method Man page
getPars,GCM-method Man page
getPars,gGCM-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-method Man page
getPars,ParStruct,missing-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-method Man page
getPars,TransParStruct,missing-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-methods Man page
getTransPars,RescorlaWagner-method Man page
gGCM Man page
gGCM-class Man page
gGCMinterval-class Man page
gGCMnominal-class Man page
GlmResponse Man page
GlmResponse-class Man page
LearningModel-class Man page
lFr Man page
lFr,GCMinterval,GaussianMixtureResponse-method Man page
lFr,gGCMinterval,GaussianMixtureResponse-method Man page
lFr,LearningModel,GlmResponse-method Man page
lFr,LearningModel,ResponseModel-method Man page
lFr,McplModel,missing-method Man page
lFr-methods Man page
LinearConstraints-class Man page
LinearConstraintsParStruct-class Man page
logLik,GaussianMixtureResponse-method Man page
logLik,GaussianResponse-method Man page
logLik,GCM-method Man page
logLik,gGCMinterval-method Man page
logLik,gGcmLearningInterval-method Man page
logLik,gGcmLearningNominal-method Man page
logLik,gGCM-method Man page
logLik,gGCMnominal-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
MaxResponse Man page
MaxResponse-class Man page
McplBaseModel-class Man page
McplModel Man page
McplModel-class Man page
mcpl.prepare Man page
mcplR-package Man page
ntimes Man page
nTimes Man page
NTimes-class Man page
ntimes,McplBaseModel-method Man page
ntimes,McplModel-method Man page
ParStruct Man page
ParStruct-class Man page
PowRatioRuleResponse Man page
predict,ALCOVElearning-method Man page
predict,ALCOVE-method Man page
predict,GaussianMixtureResponse-method Man page
predict,GaussianResponse-method Man page
predict,GCM-method Man page
predict,gGcmLearning-method Man page
predict,gGCM-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
RatioRuleResponse Man page
RatioRuleResponse-class Man page
relist.factor Man page
relist.NULL Man page
relist.pdMat Man page
rep,ParStruct-method Man page
RescorlaWagner Man page
RescorlaWagner-class Man page
ResponseModel-class Man page
rFl Man page
rFl,McplModel,missing-method Man page
rFl-methods Man page
rFl,ResponseModel,LearningModel-method Man page
Rsq Man page
Rsq,ANY-method Man page
Rsq,McplBaseModel-method Man page
Rsq,McplModel-method Man page
runm Man page
runm,ALCOVElearning-method Man page
runm,ALCOVE-method Man page
runm,ANY-method Man page
runm,ContinuousRescorlaWagner-method Man page
runm,GaussianMixtureResponse-method Man page
runm,GCM-method Man page
runm,gGcmLearning-method Man page
runm,gGCM-method Man page
runm,LearningModel-method Man page
runm,McplBaseModel-method Man page
runm,McplModel-method Man page
runm-methods Man page
runm,RescorlaWagner-method Man page
runm,ResponseModel-method Man page
runm,SLFN-method 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
setPars Man page
setPars,ALCOVElearning-method Man page
setPars,ALCOVE-method Man page
setPars,GaussianMixtureResponse-method Man page
setPars,GCM-method Man page
setPars,gGCM-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
setTransPars Man page
setTransPars,ANY,ANY-method Man page
setTransPars,GCMlearning-method Man page
setTransPars,McplModel-method Man page
setTransPars-methods Man page
setTransPars,RescorlaWagner-method Man page
show,LearningModel-method Man page
show,McplBaseModel-method Man page
show,McplModel-method Man page
show,ResponseModel-method Man page
SimpleConstraintsParStruct-class Man page
simulate Man page
simulate,ANY-method Man page
SLFN Man page
SLFN-class Man page
SMPT Man page
summary,LearningModel-method Man page
summary,McplBaseModel-method Man page
summary,McplModel-method Man page
summary,ResponseModel-method Man page
TransParStruct-class Man page
Unconstrained-class Man page
WPT Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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