Multiple Cue Probability Learning in R


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Documentation for package ‘mcplR’ version 0.3-0

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A B C D E F G L M N P R S T U W

mcplR-package mcplR: Multiple Cue Probability Learning models in R

-- A --

AIC-method Class "McplBaseModel"
AIC-method Class "McplModel"
AIC-method mcplR internal functions, methods and classes.
AICc Corrected Akaike Information Criterion
AICc-method Corrected Akaike Information Criterion
AICc-method Class "McplBaseModel"
AICc-method Class "McplModel"
ALCOVE Attention Learning COVEring map model (ALCOVE)
ALCOVE-class Attention Learning COVEring map model (ALCOVE)
ALCOVElearning Attention Learning COVEring map model (ALCOVE)
ALCOVElearning-class Attention Learning COVEring map model (ALCOVE)

-- B --

BIC-method Class "McplBaseModel"
BIC-method Class "McplModel"
BIC-method mcplR internal functions, methods and classes.
BoxConstraints-class Parameter constraints

-- C --

canRepar Reparametrization methods
canRepar-method Reparametrization methods
canRepar-methods Reparametrization methods
Constraints Parameter constraints
Constraints-class Parameter constraints
ContinuousRescorlaWagner-class Rescorla-Wagner Model

-- D --

dens Class "McplBaseModel"
dens-method Class "McplBaseModel"

-- E --

ExpRatioRuleResponse Class "RatioRuleResponse"

-- F --

fit Class "McplBaseModel"
fit-method Attention Learning COVEring map model (ALCOVE)
fit-method Attention Learning COVEring map model (ALCOVE)
fit-method Class "GaussianMixtureResponse"
fit-method Class "GaussianResponse"
fit-method Class "GlmResponse"
fit-method Class "McplBaseModel"
fit-method Class "McplModel"
fit-method Class "RatioRuleResponse"
fit-method Fit a model (estimate model parameters).
fit-method Generalized Context Model
fit-method generalized Generalized Context Model
fit-method Rescorla-Wagner Model
fit-method Single Layer Feedforward Network
fit-methods Fit a model (estimate model parameters).
fixedListToVec mcplR internal functions, methods and classes.

-- G --

GaussianMixtureResponse Generate a Gaussian Mixture Response model
GaussianMixtureResponse-class Class "GaussianMixtureResponse"
GaussianResponse Class "GaussianResponse"
GaussianResponse-class Class "GaussianResponse"
GCM Generalized Context Model
GCM-class Generalized Context Model
GCMlearning-class Generalized Context Model
GCMresponse-class Generalized Context Model
getConstraints Class "ParStruct"
getConstraints-method Parameter constraints
getConstraints-method Class "ParStruct"
getFreePars Class "ParStruct"
getFreePars-method Class "ParStruct"
getPars Class "ParStruct"
getPars-method Attention Learning COVEring map model (ALCOVE)
getPars-method Attention Learning COVEring map model (ALCOVE)
getPars-method Class "GaussianMixtureResponse"
getPars-method Class "McplBaseModel"
getPars-method Class "McplModel"
getPars-method McplModel
getPars-method Class "ParStruct"
getPars-method Generalized Context Model
getPars-method generalized Generalized Context Model
getPars-method Rescorla-Wagner Model
getPars-method Single Layer Feedforward Network
getReplication-method Class "McplBaseModel"
getReplication-method Class "McplModel"
getReplication-method mcplR internal functions, methods and classes.
getTransPars Reparametrization methods
getTransPars-method Reparametrization methods
getTransPars-methods Reparametrization methods
gGCM generalized Generalized Context Model
gGCM-class generalized Generalized Context Model
gGCMinterval-class generalized Generalized Context Model
gGCMnominal-class generalized Generalized Context Model
GlmResponse Generate a Generalized Linear Model (GLM) Response model
GlmResponse-class Class "GlmResponse"

-- L --

LearningModel-class Class "McplBaseModel"
lFr mcplR internal functions, methods and classes.
lFr-method generalized Generalized Context Model
lFr-method mcplR internal functions, methods and classes.
lFr-methods mcplR internal functions, methods and classes.
LinearConstraints-class Parameter constraints
LinearConstraintsParStruct-class Class "ParStruct"
logLik-method Class "GaussianMixtureResponse"
logLik-method Class "GaussianResponse"
logLik-method Class "GlmResponse"
logLik-method Class "MaxResponse"
logLik-method Class "McplBaseModel"
logLik-method Class "McplModel"
logLik-method Class "RatioRuleResponse"
logLik-method Generalized Context Model
logLik-method generalized Generalized Context Model

-- M --

MaxResponse Maximising responses with error
MaxResponse-class Class "MaxResponse"
mcpl.prepare mcplR internal functions, methods and classes.
McplBaseModel-class Class "McplBaseModel"
McplModel McplModel
McplModel-class Class "McplModel"

-- N --

nTimes mcplR internal functions, methods and classes.
NTimes-class mcplR internal functions, methods and classes.
ntimes-method Class "McplBaseModel"
ntimes-method Class "McplModel"

-- P --

ParStruct Parameter structure objects
ParStruct-class Class "ParStruct"
PowRatioRuleResponse Class "RatioRuleResponse"
predict-method Attention Learning COVEring map model (ALCOVE)
predict-method Attention Learning COVEring map model (ALCOVE)
predict-method Class "GaussianMixtureResponse"
predict-method Class "GaussianResponse"
predict-method Class "GlmResponse"
predict-method Class "MaxResponse"
predict-method Class "McplModel"
predict-method Class "RatioRuleResponse"
predict-method Generalized Context Model
predict-method generalized Generalized Context Model
predict-method Rescorla-Wagner Model
predict-method Single Layer Feedforward Network

-- R --

RatioRuleResponse Class "RatioRuleResponse"
RatioRuleResponse-class Class "RatioRuleResponse"
relist.factor mcplR internal functions, methods and classes.
relist.NULL mcplR internal functions, methods and classes.
relist.pdMat mcplR internal functions, methods and classes.
rep-method Class "ParStruct"
RescorlaWagner Rescorla-Wagner Model
RescorlaWagner-class Rescorla-Wagner Model
ResponseModel-class Class "McplBaseModel"
rFl mcplR internal functions, methods and classes.
rFl-method mcplR internal functions, methods and classes.
rFl-methods mcplR internal functions, methods and classes.
Rsq R-Squared
Rsq-method Class "McplBaseModel"
Rsq-method Class "McplModel"
Rsq-method R-Squared
runm Class "McplBaseModel"
runm-method Attention Learning COVEring map model (ALCOVE)
runm-method Attention Learning COVEring map model (ALCOVE)
runm-method Class "GaussianMixtureResponse"
runm-method Class "McplBaseModel"
runm-method Class "McplModel"
runm-method Generalized Context Model
runm-method generalized Generalized Context Model
runm-method Rescorla-Wagner Model
runm-method Run a model over the data.
runm-method Single Layer Feedforward Network
runm-methods Run a model over the data.

-- S --

setConstraints Class "ParStruct"
setConstraints-method Parameter constraints
setConstraints-method Class "ParStruct"
setFreePars Class "ParStruct"
setFreePars-method Class "ParStruct"
setPars Class "ParStruct"
setPars-method Attention Learning COVEring map model (ALCOVE)
setPars-method Attention Learning COVEring map model (ALCOVE)
setPars-method Class "GaussianMixtureResponse"
setPars-method Class "McplBaseModel"
setPars-method Class "McplModel"
setPars-method Class "ParStruct"
setPars-method Generalized Context Model
setPars-method generalized Generalized Context Model
setPars-method Rescorla-Wagner Model
setPars-method Single Layer Feedforward Network
setTransPars Reparametrization methods
setTransPars-method Reparametrization methods
setTransPars-methods Reparametrization methods
show-method Class "McplBaseModel"
show-method Class "McplModel"
SimpleConstraintsParStruct-class Class "ParStruct"
simulate simulate
simulate-method simulate
SLFN Single Layer Feedforward Network
SLFN-class Single Layer Feedforward Network
SMPT Stock Market Prediction Task
summary-method Class "McplBaseModel"
summary-method Class "McplModel"

-- T --

TransParStruct-class Class "ParStruct"

-- U --

Unconstrained-class Parameter constraints

-- W --

WPT Weather Prediction Task data