Diffusion Model of Conflict (DMC) in Reaction Time Tasks


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Documentation for package ‘DMCfun’ version 1.3.0

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addDataDF addDataDF: Add data to a simuluated dataframe
addErrorBars addErrorBars: Add errorbars to plot.
calculateCAF calculateCAF: Calculate conditional accuracy function (CAF).
calculateCostValue calculateCostValue: Calculate RMSE from RT and error data
calculateDelta calculateDelta: Calculate delta function
createDF createDF: Create a simulated dataframe
dmcCombineObservedData dmcCombineObservedData: Combine results from dmcObservedData
dmcCppR dmcCppR
dmcFit dmcFit: Fit DMC to aggregated data using R-package optimr (Nelder-Mead)
dmcFitDE dmcFitDE: Fit DMC to aggregated data using R-package DEoptim
dmcFitSubject dmcFitSubject: Fit DMC to aggregated data using R-package optimr (Nelder-Mead)
dmcFitSubjectDE dmcFitSubjectDE: Fit DMC to aggregated data using R-package DEoptim.
dmcObservedData dmcObservedData: Run standard analyses on observed data
dmcSim dmcSim: Run dmc simulation
dmcSims dmcSims: Run multiple dmc simulations
errDist errDist: Create random binary vector
flankerData A summarised dataset: see raw data file flankerDataRaw and dmcObservedData.R This is the summarised Flanker Task data from Ulrich et al. (2015)
flankerDataRaw Raw flanker data from Ulrich et al. (2015)
mean.dmcfit mean.dmcfit: Return mean simulation results from dmcFitSubject
plot.dmcfit plot.dmcfit: Plot observed + fitted data
plot.dmclist plot.dmclist: Plot delta plots from multiple dmc simulations.
plot.dmcob plot.dmcob: Plot observed data
plot.dmcobs plot.dmcobs: Plot combined observed data
plot.dmcsim plot.dmcsim: Plot dmc simulation
rtDist rtDist: Create random RT distribution
simonData A summarised dataset: see raw data file simonDataRaw and dmcObservedData.R This is the summarised Simon Task data from Ulrich et al. (2015)
simonDataRaw Raw simon data from Ulrich et al. (2015)
summary.dmcfit summary.dmcfit: dmc fit aggregate summary
summary.dmcsim summary.dmcsim: dmc simulation summary