R: Dynamic Models for Confidence and Response Time Distributions

# Dynamic Models for Confidence and Response Time Distributions

## Documentation for package ‘dynConfiR’ version 1.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

dynConfiR-package | The dynConfiR Package
2DSD | Pleskac and Busemeyer's 2DSD Model for Decision Confidence
BMS | Quantitative Model Comparison
CDFtoQuantiles | Get Quantiles from vectors of PDF or CDF values
ConfidenceOrientation | Confidence and response time data
d2DSD | Pleskac and Busemeyer's 2DSD Model for Decision Confidence
DDConf | Drift Diffusion Model with time-dependent confidence
dDDConf | Drift Diffusion Model with time-dependent confidence
ddynaViTE | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
ddynWEV | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
dIRM | Independent and partially anti-correlated Race Model for Decision Confidence
dIRM2 | Independent and partially anti-correlated Race Model for Decision Confidence
dIRM3 | Independent and partially anti-correlated Race Model for Decision Confidence
dMTLNR | Correlated Multiple-threshold Log-normal Race Model for Decision Confidence
dMTLNR_multiple_ratings | Correlated Multiple-threshold Log-normal Race Model for Decision Confidence
dPCRM | Independent and partially anti-correlated Race Model for Decision Confidence
dRM | Independent and partially anti-correlated Race Model for Decision Confidence
dWEV | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
dynaViTE | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
dynWEV | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
fitConf | Function for fitting sequential sampling confidence models
fitConfModel | Function for fitting sequential sampling confidence models
fitConfRT | Function for fitting sequential sampling confidence models
fitRTConf | Function for fitting sequential sampling confidence models
fitRTConfModels | Function for fitting several sequential sampling confidence models in parallel
fitSeqSampConf | Function for fitting sequential sampling confidence models
getquantiles | Get Quantiles from vectors of PDF or CDF values
getRTquantiles | Get Quantiles from vectors of PDF or CDF values
group_BMS | Quantitative Model Comparison
group_BMS, | Quantitative Model Comparison
group_BMS_fit, | Quantitative Model Comparison
group_BMS_fits | Quantitative Model Comparison
LL2DSD | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
LLdynWEV | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
LLMTLNR | Log-Likelihood functions for the mutliple-treshold log-normal race model
LLRM | Log-Likelihood functions for the independent and partially anti-correlated race models of confidence
LLWEV | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
LogLikdynWEV | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
LogLikIRM | Log-Likelihood functions for the independent and partially anti-correlated race models of confidence
LogLikMTLNR | Log-Likelihood functions for the mutliple-treshold log-normal race model
LogLikPCRM | Log-Likelihood functions for the independent and partially anti-correlated race models of confidence
LogLikRM | Log-Likelihood functions for the independent and partially anti-correlated race models of confidence
LogLikWEV | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
LogLikWEV2DSD | Log-Likelihood functions for the dynWEV and 2DSD models of confidence
lognormalrace | Correlated Multiple-threshold Log-normal Race Model for Decision Confidence
MLE_dirichlet | Estimate the parameter of a Dirichlet distribution
modelweights, | Quantitative Model Comparison
MTLNR | Correlated Multiple-threshold Log-normal Race Model for Decision Confidence
PDFtoQuantiles | Get Quantiles from vectors of PDF or CDF values
predict2DSD | Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models
predictConf | Prediction of confidence rating and response time distribution for sequential sampling confidence models
predictConfModels | Prediction of confidence and RT distributions for several sequential sampling confidence models and parameter constellations in parallel
predictDDConf | Prediction of Confidence Rating and Reaction Time Distribution in the drift diffusion confidence model
predictDDConf_Conf | Prediction of Confidence Rating and Reaction Time Distribution in the drift diffusion confidence model
predictDDConf_RT | Prediction of Confidence Rating and Reaction Time Distribution in the drift diffusion confidence model
predictdynWEV | Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models
predictIRM | Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence
predictMTLNR | Prediction of Confidence Rating and Reaction Time Distribution in the multiple-threshold log-normal noise race model
predictMTLNR_Conf | Prediction of Confidence Rating and Reaction Time Distribution in the multiple-threshold log-normal noise race model
predictMTLNR_RT | Prediction of Confidence Rating and Reaction Time Distribution in the multiple-threshold log-normal noise race model
predictPCRM | Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence
predictRM | Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence
predictRM_Conf | Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence
predictRM_RT | Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence
predictRT | Prediction of confidence rating and response time distribution for sequential sampling confidence models
predictRTConf | Prediction of confidence rating and response time distribution for sequential sampling confidence models
predictRTConfModels | Prediction of confidence and RT distributions for several sequential sampling confidence models and parameter constellations in parallel
predictRTModels | Prediction of confidence and RT distributions for several sequential sampling confidence models and parameter constellations in parallel
predictWEV | Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models
predictWEV_Conf | Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models
predictWEV_RT | Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models
QuantModelComparison | Quantitative Model Comparison
r2DSD | Pleskac and Busemeyer's 2DSD Model for Decision Confidence
RaceModels | Independent and partially anti-correlated Race Model for Decision Confidence
racemodels | Independent and partially anti-correlated Race Model for Decision Confidence
rConfModel | Simulation of confidence ratings and RTs in sequential sampling confidence models
rDDConf | Drift Diffusion Model with time-dependent confidence
rdynaViTE | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
rIRM | Independent and partially anti-correlated Race Model for Decision Confidence
rLCA | Simulation of confidence ratings and RTs in leaky competing accumulator model
rMTLNR | Correlated Multiple-threshold Log-normal Race Model for Decision Confidence
rPCRM | Independent and partially anti-correlated Race Model for Decision Confidence
rRM | Independent and partially anti-correlated Race Model for Decision Confidence
rRM_Kiani | Simulation of confidence ratings and RTs in race confidence models
RTDensityToQuantiles | Get Quantiles from vectors of PDF or CDF values
rWEV | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)
simulate2DSD | Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence models
simulateConfModel | Simulation of confidence ratings and RTs in sequential sampling confidence models
simulateIRM | Simulation of confidence ratings and RTs in race confidence models
simulateLCA | Simulation of confidence ratings and RTs in leaky competing accumulator model
simulateMTLNR | Simulation of confidence ratings and RTs in the Multiple-threshold Log-normal Race Model
simulatePCRM | Simulation of confidence ratings and RTs in race confidence models
simulateRM | Simulation of confidence ratings and RTs in race confidence models
simulateRTConf | Simulation of confidence ratings and RTs in sequential sampling confidence models
simulateWEV | Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence models
subject_modelweights | Quantitative Model Comparison
subject_modelweights, | Quantitative Model Comparison
two-stage | Pleskac and Busemeyer's 2DSD Model for Decision Confidence
WEVmodel | Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)