{
  "_id": "6a1fdc91b401979e73438138",
  "Package": "beezdiscounting",
  "Title": "Behavioral Economic Easy Discounting",
  "Version": "0.3.2",
  "Date": "2025-01-08",
  "Authors@R": "person(given = \"Brent A.\", family = \"Kaplan\", email = \"bkaplan.ku@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-3758-6776\"))",
  "Maintainer": "Brent A. Kaplan <bkaplan.ku@gmail.com>",
  "Description": "Facilitates some of the analyses performed in studies of\nbehavioral economic discounting. The package supports scoring\nof the 27-Item Monetary Choice Questionnaire (see Kaplan et\nal., 2016; <doi:10.1007/s40614-016-0070-9>), calculating k\nvalues (Mazur's simple hyperbolic and exponential) using\nnonlinear regression, calculating various Area Under the Curve\n(AUC) measures, plotting regression curves for both\nfit-to-group and two-stage approaches, checking for\nunsystematic discounting (Johnson & Bickel, 2008;\n<doi:10.1037/1064-1297.16.3.264>) and scoring of the minute\ndiscounting task (see Koffarnus & Bickel, 2014;\n<doi:10.1037/a0035973>) using the Qualtrics 5-trial discounting\ntemplate (see the Qualtrics Minute Discounting User Guide;\n<doi:10.13140/RG.2.2.26495.79527>), which is also available as\na .qsf file in this package.",
  "License": "GPL (>= 2)",
  "URL": "https://github.com/brentkaplan/beezdiscounting",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.2",
  "LazyData": "true",
  "Repository": "https://brentkaplan.r-universe.dev",
  "Date/Publication": "2025-01-09 23:08:24 UTC",
  "RemoteUrl": "https://github.com/brentkaplan/beezdiscounting",
  "RemoteRef": "HEAD",
  "RemoteSha": "5ec65280d2b89043ae0667c98ce476d6771317bd",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-03 07:46:42 UTC",
    "User": "root"
  },
  "Author": "Brent A. Kaplan [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-3758-6776>)",
  "MD5sum": "c8464af15d051a3ea074dca6521d67cf",
  "_user": "brentkaplan",
  "_type": "src",
  "_file": "beezdiscounting_0.3.2.tar.gz",
  "_fileid": "118844f8d547f5ba9e1224b2546861cf41a3586c266ef161b28e8d5afc0bb70e",
  "_filesize": 380081,
  "_sha256": "118844f8d547f5ba9e1224b2546861cf41a3586c266ef161b28e8d5afc0bb70e",
  "_created": "2026-06-03T07:46:42.000Z",
  "_published": "2026-06-03T07:49:37.467Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79246256810,
      "time": 119,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7378655025"
    },
    {
      "job": 79246256803,
      "time": 131,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7378659105"
    },
    {
      "job": 79246256769,
      "time": 84,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7378643391"
    },
    {
      "job": 79246256864,
      "time": 77,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7378641228"
    },
    {
      "job": 79245757282,
      "time": 187,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7378612690"
    },
    {
      "job": 79246257072,
      "time": 112,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7378652828"
    },
    {
      "job": 79246256784,
      "time": 94,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7378647457"
    },
    {
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      "config": "windows-oldrel",
      "r": "4.5.3",
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      "artifact": "7378651564"
    },
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      "time": 84,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7378643424"
    }
  ],
  "_buildurl": "https://github.com/r-universe/brentkaplan/actions/runs/26870901383",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/brentkaplan/beezdiscounting",
  "_commit": {
    "id": "5ec65280d2b89043ae0667c98ce476d6771317bd",
    "author": "Brent Kaplan <bkaplan.ku@gmail.com>",
    "committer": "Brent Kaplan <bkaplan.ku@gmail.com>",
    "message": "update readme with new version\n",
    "time": 1736464104
  },
  "_maintainer": {
    "name": "Brent A. Kaplan",
    "email": "bkaplan.ku@gmail.com",
    "login": "brentkaplan",
    "linkedin": "in/brent-kaplan",
    "orcid": "0000-0002-3758-6776",
    "description": "Data Scientist at Advocates for Human Potential, Inc.",
    "uuid": 14001955
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.2.0",
      "role": "Depends"
    },
    {
      "package": "beezdemand",
      "role": "Imports"
    },
    {
      "package": "broom",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "minpack.lm",
      "role": "Imports"
    },
    {
      "package": "psych",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    }
  ],
  "_owner": "brentkaplan",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "5-trial-discounting",
    "delay-discounting",
    "monetary-choice-questionnaire"
  ],
  "_stars": 2,
  "_contributors": [
    {
      "user": "brentkaplan",
      "count": 37,
      "uuid": 14001955
    }
  ],
  "_userbio": {
    "uuid": 14001955,
    "type": "user",
    "name": "Brent Kaplan",
    "description": "Data Scientist at Advocates for Human Potential, Inc."
  },
  "_downloads": {
    "count": 186,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/beezdiscounting"
  },
  "_devurl": "https://github.com/brentkaplan/beezdiscounting",
  "_searchresults": 4,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/beezdiscounting.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/brentkaplan/beezdiscounting",
  "_realowner": "brentkaplan",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2023-10-26"
    },
    {
      "version": "0.2.0",
      "date": "2023-11-02"
    },
    {
      "version": "0.3.0",
      "date": "2023-11-15"
    },
    {
      "version": "0.3.1",
      "date": "2023-11-16"
    },
    {
      "version": "0.3.2",
      "date": "2025-01-09"
    }
  ],
  "_exports": [
    "%>%",
    "ans_dd",
    "ans_pd",
    "calc_aucs",
    "calc_conf_int",
    "calc_dd",
    "calc_pd",
    "calc_r2",
    "check_unsystematic",
    "fit_dd",
    "generate_data_mcq",
    "get_lookup_table",
    "long_to_wide_mcq",
    "long_to_wide_mcq_excel",
    "plot_dd",
    "prop_ss",
    "results_dd",
    "score_dd",
    "score_mcq27",
    "score_pd",
    "summarize_mcq",
    "timing_dd",
    "timing_pd",
    "wide_to_long_mcq",
    "wide_to_long_mcq_excel"
  ],
  "_datasets": [
    {
      "name": "dd_ip",
      "title": "Delay Discounting Data",
      "object": "dd_ip",
      "class": [
        "data.frame"
      ],
      "fields": [
        "id",
        "x",
        "y"
      ],
      "rows": 600,
      "table": true,
      "tojson": true
    },
    {
      "name": "five.fivetrial_dd",
      "title": "Example Qualtrics output from the 5.5 trial delay discounting template.",
      "object": "five.fivetrial_dd",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "Status",
        "Progress",
        "Duration (in seconds)",
        "Finished",
        "ResponseId",
        "DistributionChannel",
        "UserLanguage",
        "I16",
        "I16-Timing_First Click",
        "I16-Timing_Last Click",
        "I16-Timing_Page Submit",
        "I16-Timing_Click Count",
        "I8",
        "I8-Timing_First Click",
        "I8-Timing_Last Click",
        "I8-Timing_Page Submit",
        "I8-Timing_Click Count",
        "I24",
        "I24-Timing_First Click",
        "I24-Timing_Last Click",
        "I24-Timing_Page Submit",
        "I24-Timing_Click Count",
        "I4",
        "I4-Timing_First Click",
        "I4-Timing_Last Click",
        "I4-Timing_Page Submit",
        "I4-Timing_Click Count",
        "I20",
        "I20-Timing_First Click",
        "I20-Timing_Last Click",
        "I20-Timing_Page Submit",
        "I20-Timing_Click Count",
        "I28",
        "I28-Timing_First Click",
        "I28-Timing_Last Click",
        "I28-Timing_Page Submit",
        "I28-Timing_Click Count",
        "I12",
        "I12-Timing_First Click",
        "I12-Timing_Last Click",
        "I12-Timing_Page Submit",
        "I12-Timing_Click Count",
        "I2",
        "I2-Timing_First Click",
        "I2-Timing_Last Click",
        "I2-Timing_Page Submit",
        "I2-Timing_Click Count",
        "I10",
        "I10-Timing_First Click",
        "I10-Timing_Last Click",
        "I10-Timing_Page Submit",
        "I10-Timing_Click Count",
        "I22",
        "I22-Timing_First Click",
        "I22-Timing_Last Click",
        "I22-Timing_Page Submit",
        "I22-Timing_Click Count",
        "I18",
        "I18-Timing_First Click",
        "I18-Timing_Last Click",
        "I18-Timing_Page Submit",
        "I18-Timing_Click Count",
        "I26",
        "I26-Timing_First Click",
        "I26-Timing_Last Click",
        "I26-Timing_Page Submit",
        "I26-Timing_Click Count",
        "I30",
        "I30-Timing_First Click",
        "I30-Timing_Last Click",
        "I30-Timing_Page Submit",
        "I30-Timing_Click Count",
        "I14",
        "I14-Timing_First Click",
        "I14-Timing_Last Click",
        "I14-Timing_Page Submit",
        "I14-Timing_Click Count",
        "I6",
        "I6-Timing_First Click",
        "I6-Timing_Last Click",
        "I6-Timing_Page Submit",
        "I6-Timing_Click Count",
        "I1",
        "I1-Timing_First Click",
        "I1-Timing_Last Click",
        "I1-Timing_Page Submit",
        "I1-Timing_Click Count",
        "I5",
        "I5-Timing_First Click",
        "I5-Timing_Last Click",
        "I5-Timing_Page Submit",
        "I5-Timing_Click Count",
        "I9",
        "I9-Timing_First Click",
        "I9-Timing_Last Click",
        "I9-Timing_Page Submit",
        "I9-Timing_Click Count",
        "I13",
        "I13-Timing_First Click",
        "I13-Timing_Last Click",
        "I13-Timing_Page Submit",
        "I13-Timing_Click Count",
        "I17",
        "I17-Timing_First Click",
        "I17-Timing_Last Click",
        "I17-Timing_Page Submit",
        "I17-Timing_Click Count",
        "I19",
        "I19-Timing_First Click",
        "I19-Timing_Last Click",
        "I19-Timing_Page Submit",
        "I19-Timing_Click Count",
        "I21",
        "I21-Timing_First Click",
        "I21-Timing_Last Click",
        "I21-Timing_Page Submit",
        "I21-Timing_Click Count",
        "I23",
        "I23-Timing_First Click",
        "I23-Timing_Last Click",
        "I23-Timing_Page Submit",
        "I23-Timing_Click Count",
        "I25",
        "I25-Timing_First Click",
        "I25-Timing_Last Click",
        "I25-Timing_Page Submit",
        "I25-Timing_Click Count",
        "I29",
        "I29-Timing_First Click",
        "I29-Timing_Last Click",
        "I29-Timing_Page Submit",
        "I29-Timing_Click Count",
        "I31",
        "I31-Timing_First Click",
        "I31-Timing_Last Click",
        "I31-Timing_Page Submit",
        "I31-Timing_Click Count",
        "I27",
        "I27-Timing_First Click",
        "I27-Timing_Last Click",
        "I27-Timing_Page Submit",
        "I27-Timing_Click Count",
        "I15",
        "I15-Timing_First Click",
        "I15-Timing_Last Click",
        "I15-Timing_Page Submit",
        "I15-Timing_Click Count",
        "I11",
        "I11-Timing_First Click",
        "I11-Timing_Last Click",
        "I11-Timing_Page Submit",
        "I11-Timing_Click Count",
        "I7",
        "I7-Timing_First Click",
        "I7-Timing_Last Click",
        "I7-Timing_Page Submit",
        "I7-Timing_Click Count",
        "I3",
        "I3-Timing_First Click",
        "I3-Timing_Last Click",
        "I3-Timing_Page Submit",
        "I3-Timing_Click Count",
        "Attend-SS",
        "Attend-SS-Timing_First Click",
        "Attend-SS-Timing_Last Click",
        "Attend-SS-Timing_Page Submit",
        "Attend-SS-Timing_Click Count",
        "Attend-LL",
        "Attend-LL-Timing_First Click",
        "Attend-LL-Timing_Last Click",
        "Attend-LL-Timing_Page Submit",
        "Attend-LL-Timing_Click Count",
        "Amount",
        "Currency",
        "Commodity"
      ],
      "rows": 4,
      "table": true,
      "tojson": true
    },
    {
      "name": "five.fivetrial_pd",
      "title": "Example Qualtrics output from the 5.5 trial probability discounting template.",
      "object": "five.fivetrial_pd",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "ResponseId",
        "I16",
        "I16-Timing_First Click",
        "I16-Timing_Last Click",
        "I16-Timing_Page Submit",
        "I16-Timing_Click Count",
        "I8",
        "I8-Timing_First Click",
        "I8-Timing_Last Click",
        "I8-Timing_Page Submit",
        "I8-Timing_Click Count",
        "I24",
        "I24-Timing_First Click",
        "I24-Timing_Last Click",
        "I24-Timing_Page Submit",
        "I24-Timing_Click Count",
        "I4",
        "I4-Timing_First Click",
        "I4-Timing_Last Click",
        "I4-Timing_Page Submit",
        "I4-Timing_Click Count",
        "I20",
        "I20-Timing_First Click",
        "I20-Timing_Last Click",
        "I20-Timing_Page Submit",
        "I20-Timing_Click Count",
        "I28",
        "I28-Timing_First Click",
        "I28-Timing_Last Click",
        "I28-Timing_Page Submit",
        "I28-Timing_Click Count",
        "I12",
        "I12-Timing_First Click",
        "I12-Timing_Last Click",
        "I12-Timing_Page Submit",
        "I12-Timing_Click Count",
        "I2",
        "I2-Timing_First Click",
        "I2-Timing_Last Click",
        "I2-Timing_Page Submit",
        "I2-Timing_Click Count",
        "I10",
        "I10-Timing_First Click",
        "I10-Timing_Last Click",
        "I10-Timing_Page Submit",
        "I10-Timing_Click Count",
        "I22",
        "I22-Timing_First Click",
        "I22-Timing_Last Click",
        "I22-Timing_Page Submit",
        "I22-Timing_Click Count",
        "I18",
        "I18-Timing_First Click",
        "I18-Timing_Last Click",
        "I18-Timing_Page Submit",
        "I18-Timing_Click Count",
        "I26",
        "I26-Timing_First Click",
        "I26-Timing_Last Click",
        "I26-Timing_Page Submit",
        "I26-Timing_Click Count",
        "I30",
        "I30-Timing_First Click",
        "I30-Timing_Last Click",
        "I30-Timing_Page Submit",
        "I30-Timing_Click Count",
        "I14",
        "I14-Timing_First Click",
        "I14-Timing_Last Click",
        "I14-Timing_Page Submit",
        "I14-Timing_Click Count",
        "I6",
        "I6-Timing_First Click",
        "I6-Timing_Last Click",
        "I6-Timing_Page Submit",
        "I6-Timing_Click Count",
        "I1",
        "I1-Timing_First Click",
        "I1-Timing_Last Click",
        "I1-Timing_Page Submit",
        "I1-Timing_Click Count",
        "I5",
        "I5-Timing_First Click",
        "I5-Timing_Last Click",
        "I5-Timing_Page Submit",
        "I5-Timing_Click Count",
        "I9",
        "I9-Timing_First Click",
        "I9-Timing_Last Click",
        "I9-Timing_Page Submit",
        "I9-Timing_Click Count",
        "I13",
        "I13-Timing_First Click",
        "I13-Timing_Last Click",
        "I13-Timing_Page Submit",
        "I13-Timing_Click Count",
        "I17",
        "I17-Timing_First Click",
        "I17-Timing_Last Click",
        "I17-Timing_Page Submit",
        "I17-Timing_Click Count",
        "I19",
        "I19-Timing_First Click",
        "I19-Timing_Last Click",
        "I19-Timing_Page Submit",
        "I19-Timing_Click Count",
        "I21",
        "I21-Timing_First Click",
        "I21-Timing_Last Click",
        "I21-Timing_Page Submit",
        "I21-Timing_Click Count",
        "I23",
        "I23-Timing_First Click",
        "I23-Timing_Last Click",
        "I23-Timing_Page Submit",
        "I23-Timing_Click Count",
        "I25",
        "I25-Timing_First Click",
        "I25-Timing_Last Click",
        "I25-Timing_Page Submit",
        "I25-Timing_Click Count",
        "I29",
        "I29-Timing_First Click",
        "I29-Timing_Last Click",
        "I29-Timing_Page Submit",
        "I29-Timing_Click Count",
        "I31",
        "I31-Timing_First Click",
        "I31-Timing_Last Click",
        "I31-Timing_Page Submit",
        "I31-Timing_Click Count",
        "I27",
        "I27-Timing_First Click",
        "I27-Timing_Last Click",
        "I27-Timing_Page Submit",
        "I27-Timing_Click Count",
        "I15",
        "I15-Timing_First Click",
        "I15-Timing_Last Click",
        "I15-Timing_Page Submit",
        "I15-Timing_Click Count",
        "I11",
        "I11-Timing_First Click",
        "I11-Timing_Last Click",
        "I11-Timing_Page Submit",
        "I11-Timing_Click Count",
        "I7",
        "I7-Timing_First Click",
        "I7-Timing_Last Click",
        "I7-Timing_Page Submit",
        "I7-Timing_Click Count",
        "I3",
        "I3-Timing_First Click",
        "I3-Timing_Last Click",
        "I3-Timing_Page Submit",
        "I3-Timing_Click Count",
        "Attend-SS",
        "Attend-SS-Timing_First Click",
        "Attend-SS-Timing_Last Click",
        "Attend-SS-Timing_Page Submit",
        "Attend-SS-Timing_Click Count",
        "Attend-LL",
        "Attend-LL-Timing_First Click",
        "Attend-LL-Timing_Last Click",
        "Attend-LL-Timing_Page Submit",
        "Attend-LL-Timing_Click Count"
      ],
      "rows": 4,
      "table": true,
      "tojson": true
    },
    {
      "name": "mcq27",
      "title": "Example 27-item MCQ data",
      "object": "mcq27",
      "class": [
        "data.frame"
      ],
      "fields": [
        "subjectid",
        "questionid",
        "response"
      ],
      "rows": 54,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "ans_dd",
      "title": "Converts answers from 5.5 trial delay discounting from Qualtrics template",
      "topics": [
        "ans_dd"
      ]
    },
    {
      "page": "ans_pd",
      "title": "Converts answers from 5.5 trial probability discounting from Qualtrics template",
      "topics": [
        "ans_pd"
      ]
    },
    {
      "page": "calc_aucs",
      "title": "Calculate Area-Under-the-Curve (AUC) Metrics for Delay Discounting Data",
      "topics": [
        "calc_aucs"
      ]
    },
    {
      "page": "calc_conf_int",
      "title": "Calculate Confidence Intervals for a Parameter",
      "topics": [
        "calc_conf_int"
      ]
    },
    {
      "page": "calc_dd",
      "title": "Calculate scores, answers, and timing for 5.5 trial delay discounting from Qualtrics template",
      "topics": [
        "calc_dd"
      ]
    },
    {
      "page": "calc_pd",
      "title": "Calculate scores, answers, and timing for 5.5 trial probability discounting from Qualtrics template",
      "topics": [
        "calc_pd"
      ]
    },
    {
      "page": "calc_r2",
      "title": "Calculate R-Squared for a Model",
      "topics": [
        "calc_r2"
      ]
    },
    {
      "page": "check_unsystematic",
      "title": "Check for Unsystematic Data Violations",
      "topics": [
        "check_unsystematic"
      ]
    },
    {
      "page": "dd_ip",
      "title": "Delay Discounting Data",
      "topics": [
        "dd_ip"
      ]
    },
    {
      "page": "fit_dd",
      "title": "Fit Delay-Discounting Model",
      "topics": [
        "fit_dd"
      ]
    },
    {
      "page": "five.fivetrial_dd",
      "title": "Example Qualtrics output from the 5.5 trial delay discounting template.",
      "topics": [
        "five.fivetrial_dd"
      ]
    },
    {
      "page": "five.fivetrial_pd",
      "title": "Example Qualtrics output from the 5.5 trial probability discounting template.",
      "topics": [
        "five.fivetrial_pd"
      ]
    },
    {
      "page": "generate_data_mcq",
      "title": "Generate fake MCQ data",
      "topics": [
        "generate_data_mcq"
      ]
    },
    {
      "page": "get_lookup_table",
      "title": "Get internal lookup table for the 27-item MCQ",
      "topics": [
        "get_lookup_table"
      ]
    },
    {
      "page": "inn",
      "title": "Calculates item nearest neighbor imputation approach discussed by Yeh et al. (2023)",
      "topics": [
        "inn"
      ]
    },
    {
      "page": "long_to_wide_mcq",
      "title": "Reshape MCQ data long to wide",
      "topics": [
        "long_to_wide_mcq"
      ]
    },
    {
      "page": "long_to_wide_mcq_excel",
      "title": "Reshape MCQ data from long to wide (as used in the 21- and 27-Item Monetary Choice Questionnaire Automated Scorer)",
      "topics": [
        "long_to_wide_mcq_excel"
      ]
    },
    {
      "page": "mcq27",
      "title": "Example 27-item MCQ data",
      "topics": [
        "mcq27"
      ]
    },
    {
      "page": "plot_dd",
      "title": "Plot Delay-Discounting Model",
      "topics": [
        "plot_dd"
      ]
    },
    {
      "page": "plot.prop_ss_output",
      "title": "Plot Proportion of SIR/SS Choices by k Value",
      "topics": [
        "plot.prop_ss_output"
      ]
    },
    {
      "page": "plot.score_mcq27_output",
      "title": "Plot MCQ-27 Scores",
      "topics": [
        "plot.score_mcq27_output"
      ]
    },
    {
      "page": "prop_ss",
      "title": "Calculate proportion of SIR/SS responses at each k value",
      "topics": [
        "prop_ss"
      ]
    },
    {
      "page": "results_dd",
      "title": "Extract Results from Delay-Discounting Model",
      "topics": [
        "results_dd"
      ]
    },
    {
      "page": "score_dd",
      "title": "Score 5.5 trial delay discounting from Qualtrics template",
      "topics": [
        "score_dd"
      ]
    },
    {
      "page": "score_mcq27",
      "title": "Score 27-item MCQ",
      "topics": [
        "score_mcq27"
      ]
    },
    {
      "page": "score_one_mcq27",
      "title": "Score one subject's 27-item MCQ",
      "topics": [
        "score_one_mcq27"
      ]
    },
    {
      "page": "score_pd",
      "title": "Score 5.5 trial probability discounting from Qualtrics template",
      "topics": [
        "score_pd"
      ]
    },
    {
      "page": "summarize_mcq",
      "title": "Provide a summary of the results from the MCQ ouutput table.",
      "topics": [
        "summarize_mcq"
      ]
    },
    {
      "page": "timing_dd",
      "title": "Extract timing metrics from 5.5 trial delay discounting from Qualtrics template",
      "topics": [
        "timing_dd"
      ]
    },
    {
      "page": "timing_pd",
      "title": "Extract timing metrics from 5.5 trial probability discounting from Qualtrics template",
      "topics": [
        "timing_pd"
      ]
    },
    {
      "page": "wide_to_long_mcq",
      "title": "Reshape MCQ data wide to long",
      "topics": [
        "wide_to_long_mcq"
      ]
    },
    {
      "page": "wide_to_long_mcq_excel",
      "title": "Reshape MCQ data from wide (as used in the 21- and 27-Item Monetary Choice Questionnaire Automated Scorer) to long",
      "topics": [
        "wide_to_long_mcq_excel"
      ]
    }
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