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  "Package": "dynConfiR",
  "Title": "Dynamic Models for Confidence and Response Time Distributions",
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  "Authors@R": "c(\nperson(\"Sebastian\", \"Hellmann\", , \"sebastian.hellmann@tum.de\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3621-6343\")),\nperson(\"Manuel\", \"Rausch\", , \"manuel.rausch@ku.de\", role = c(\"aut\", \"fnd\"),\ncomment = c(ORCID = \"0000-0002-5805-5544\"))\n)",
  "Maintainer": "Sebastian Hellmann <sebastian.hellmann@tum.de>",
  "Description": "Provides density functions for the joint distribution of\nchoice, response time and confidence for discrete confidence\njudgments as well as functions for parameter fitting,\nprediction and simulation for various dynamical models of\ndecision confidence.  All models are explained in detail by\nHellmann et al.  (2023; Preprint available at\n<https://osf.io/9jfqr/>, published version:\n<doi:10.1037/rev0000411>).  Implemented models are the dynaViTE\nmodel, dynWEV model, the 2DSD model (Pleskac & Busemeyer, 2010,\n<doi:10.1037/a0019737>), and various race models.  C++ code for\ndynWEV and 2DSD is based on the 'rtdists' package by Henrik\nSingmann.",
  "License": "GPL (>= 3)",
  "URL": "https://github.com/SeHellmann/dynConfiR,\nhttps://sehellmann.github.io/dynConfiR/",
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  "Date/Publication": "2025-10-31 15:10:36 UTC",
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  "Author": "Sebastian Hellmann [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-3621-6343>),\nManuel Rausch [aut, fnd] (ORCID:\n<https://orcid.org/0000-0002-5805-5544>)",
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    "d2DSD",
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    "dIRM2",
    "dIRM3",
    "dMTLNR",
    "dMTLNR_multiple_ratings",
    "dPCRM",
    "dWEV",
    "fitRTConf",
    "fitRTConfModels",
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    "group_BMS_fits",
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    "LogLikRM",
    "LogLikWEV",
    "MLE_dirichlet",
    "PDFtoQuantiles",
    "predictConf",
    "predictConfModels",
    "predictDDConf_Conf",
    "predictDDConf_RT",
    "predictMTLNR_Conf",
    "predictMTLNR_RT",
    "predictRM_Conf",
    "predictRM_RT",
    "predictRT",
    "predictRTModels",
    "predictWEV_Conf",
    "predictWEV_RT",
    "r2DSD",
    "rDDConf",
    "rdynaViTE",
    "rIRM",
    "rLCA",
    "rMTLNR",
    "rPCRM",
    "rRM_Kiani",
    "rWEV",
    "simulateMTLNR",
    "simulateRM",
    "simulateRTConf",
    "simulateWEV",
    "subject_modelweights"
  ],
  "_datasets": [
    {
      "name": "ConfidenceOrientation",
      "title": "Confidence and response time data",
      "object": "ConfidenceOrientation",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "participant",
        "session",
        "gender",
        "age",
        "SOA",
        "orientation",
        "stimulus",
        "response",
        "correct",
        "rt",
        "cont_rating",
        "disc_rating"
      ],
      "rows": 25920,
      "table": true,
      "tojson": true
    }
  ],
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    {
      "page": "dynConfiR-package",
      "title": "The dynConfiR Package",
      "topics": [
        "dynConfiR-package"
      ]
    },
    {
      "page": "ConfidenceOrientation",
      "title": "Confidence and response time data",
      "topics": [
        "ConfidenceOrientation"
      ]
    },
    {
      "page": "d2DSD",
      "title": "Pleskac and Busemeyer's 2DSD Model for Decision Confidence",
      "topics": [
        "2DSD",
        "d2DSD",
        "r2DSD",
        "two-stage"
      ]
    },
    {
      "page": "dDDConf",
      "title": "Drift Diffusion Model with time-dependent confidence",
      "topics": [
        "DDConf",
        "dDDConf",
        "rDDConf"
      ]
    },
    {
      "page": "dynaViTE",
      "title": "Dynamical visibility, time, and evidence model (dynaViTE) and Dynamical weighted evidence and visibility model (dynWEV)",
      "topics": [
        "ddynaViTE",
        "ddynWEV",
        "dWEV",
        "dynaViTE",
        "dynWEV",
        "rdynaViTE",
        "rWEV",
        "WEVmodel"
      ]
    },
    {
      "page": "fitRTConf",
      "title": "Function for fitting sequential sampling confidence models",
      "topics": [
        "fitConf",
        "fitConfModel",
        "fitConfRT",
        "fitRTConf",
        "fitSeqSampConf"
      ]
    },
    {
      "page": "fitRTConfModels",
      "title": "Function for fitting several sequential sampling confidence models in parallel",
      "topics": [
        "fitRTConfModels"
      ]
    },
    {
      "page": "LogLikMTLNR",
      "title": "Log-Likelihood functions for the mutliple-treshold log-normal race model",
      "topics": [
        "LLMTLNR",
        "LogLikMTLNR"
      ]
    },
    {
      "page": "LogLikRM",
      "title": "Log-Likelihood functions for the independent and partially anti-correlated race models of confidence",
      "topics": [
        "LLRM",
        "LogLikIRM",
        "LogLikPCRM",
        "LogLikRM"
      ]
    },
    {
      "page": "LogLikWEV",
      "title": "Log-Likelihood functions for the dynWEV and 2DSD models of confidence",
      "topics": [
        "LL2DSD",
        "LLdynWEV",
        "LLWEV",
        "LogLikdynWEV",
        "LogLikWEV",
        "LogLikWEV2DSD"
      ]
    },
    {
      "page": "MLE_dirichlet",
      "title": "Estimate the parameter of a Dirichlet distribution",
      "topics": [
        "MLE_dirichlet"
      ]
    },
    {
      "page": "MTLNR",
      "title": "Correlated Multiple-threshold Log-normal Race Model for Decision Confidence",
      "topics": [
        "dMTLNR",
        "dMTLNR_multiple_ratings",
        "lognormalrace",
        "MTLNR",
        "rMTLNR"
      ]
    },
    {
      "page": "PDFtoQuantiles",
      "title": "Get Quantiles from vectors of PDF or CDF values",
      "topics": [
        "CDFtoQuantiles",
        "getquantiles",
        "getRTquantiles",
        "PDFtoQuantiles",
        "RTDensityToQuantiles"
      ]
    },
    {
      "page": "predictDDConf",
      "title": "Prediction of Confidence Rating and Reaction Time Distribution in the drift diffusion confidence model",
      "topics": [
        "predictDDConf",
        "predictDDConf_Conf",
        "predictDDConf_RT"
      ]
    },
    {
      "page": "predictMTLNR",
      "title": "Prediction of Confidence Rating and Reaction Time Distribution in the multiple-threshold log-normal noise race model",
      "topics": [
        "predictMTLNR",
        "predictMTLNR_Conf",
        "predictMTLNR_RT"
      ]
    },
    {
      "page": "predictRM",
      "title": "Prediction of Confidence Rating and Reaction Time Distribution in race models of confidence",
      "topics": [
        "predictIRM",
        "predictPCRM",
        "predictRM",
        "predictRM_Conf",
        "predictRM_RT"
      ]
    },
    {
      "page": "predictRTConf",
      "title": "Prediction of confidence rating and response time distribution for sequential sampling confidence models",
      "topics": [
        "predictConf",
        "predictRT",
        "predictRTConf"
      ]
    },
    {
      "page": "predictRTConfModels",
      "title": "Prediction of confidence and RT distributions for several sequential sampling confidence models and parameter constellations in parallel",
      "topics": [
        "predictConfModels",
        "predictRTConfModels",
        "predictRTModels"
      ]
    },
    {
      "page": "predictWEV",
      "title": "Prediction of Confidence Rating and Response Time Distribution in dynaViTE, dynWEV, and 2DSD confidence models",
      "topics": [
        "predict2DSD",
        "predictdynWEV",
        "predictWEV",
        "predictWEV_Conf",
        "predictWEV_RT"
      ]
    },
    {
      "page": "QuantModelComparison",
      "title": "Quantitative Model Comparison",
      "topics": [
        "BMS",
        "group_BMS",
        "group_BMS,",
        "group_BMS_fit,",
        "group_BMS_fits",
        "modelweights,",
        "QuantModelComparison",
        "subject_modelweights",
        "subject_modelweights,"
      ]
    },
    {
      "page": "RaceModels",
      "title": "Independent and partially anti-correlated Race Model for Decision Confidence",
      "topics": [
        "dIRM",
        "dIRM2",
        "dIRM3",
        "dPCRM",
        "dRM",
        "RaceModels",
        "racemodels",
        "rIRM",
        "rPCRM",
        "rRM"
      ]
    },
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        "simulateLCA"
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      "title": "Simulation of confidence ratings and RTs in race confidence models",
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        "simulateIRM",
        "simulatePCRM",
        "simulateRM"
      ]
    },
    {
      "page": "simulateRTConf",
      "title": "Simulation of confidence ratings and RTs in sequential sampling confidence models",
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        "rConfModel",
        "simulateConfModel",
        "simulateRTConf"
      ]
    },
    {
      "page": "simulateWEV",
      "title": "Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence models",
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        "simulateWEV"
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