Dynamic Models for Confidence and Response Time Distributions
Pleskac and Busemeyer's 2DSD Model for Decision Confidence
Drift Diffusion Model with time-dependent confidence
Dynamical visibility, time, and evidence model (dynaViTE) and Dynamica...
The dynConfiR Package
Function for fitting sequential sampling confidence models
Function for fitting several sequential sampling confidence models in ...
Log-Likelihood functions for the mutliple-treshold log-normal race mod...
Log-Likelihood functions for the independent and partially anti-correl...
Log-Likelihood functions for the dynWEV and 2DSD models of confidence
Estimate the parameter of a Dirichlet distribution
Correlated Multiple-threshold Log-normal Race Model for Decision Confi...
Get Quantiles from vectors of PDF or CDF values
Prediction of Confidence Rating and Reaction Time Distribution in the ...
Prediction of Confidence Rating and Reaction Time Distribution in the ...
Prediction of Confidence Rating and Reaction Time Distribution in race...
Prediction of confidence rating and response time distribution for seq...
Prediction of confidence and RT distributions for several sequential s...
Prediction of Confidence Rating and Response Time Distribution in dyna...
Quantitative Model Comparison
Independent and partially anti-correlated Race Model for Decision Conf...
Simulation of confidence ratings and RTs in leaky competing accumulato...
Simulation of confidence ratings and RTs in the Multiple-threshold Log...
Simulation of confidence ratings and RTs in race confidence models
Simulation of confidence ratings and RTs in sequential sampling confid...
Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence...
Provides density functions for the joint distribution of choice, response time and confidence for discrete confidence judgments as well as functions for parameter fitting, prediction and simulation for various dynamical models of decision confidence. All models are explained in detail by Hellmann et al. (2023; Preprint available at <https://osf.io/9jfqr/>, published version: <doi:10.1037/rev0000411>). Implemented models are the dynaViTE model, dynWEV model, the 2DSD model (Pleskac & Busemeyer, 2010, <doi:10.1037/a0019737>), and various race models. C++ code for dynWEV and 2DSD is based on the 'rtdists' package by Henrik Singmann.
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