{
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  "Package": "persuasio",
  "Title": "Causal Inference on Persuasion Effects",
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  "Authors@R": "c(\nperson(\ngiven = \"Xinrui\",\nfamily = \"Chen\",\nemail = \"xc2731@columbia.edu\",\nrole = c(\"aut\")\n),\nperson(\ngiven = \"Sung Jae\",\nfamily = \"Jun\",\nemail = \"suj14@psu.edu\",\nrole = c(\"aut\")\n),\nperson(\ngiven = \"Sokbae\",\nfamily = \"Lee\",\nemail = \"sl3841@columbia.edu\",\nrole = c(\"aut\", \"cre\")\n)\n)",
  "Description": "Provides estimation and inference methods for causal\npersuasion rates in the potential-outcomes framework of Jun and\nLee (2023, Journal of Political Economy) <doi:10.1086/724114>.\nThe package computes bounds and confidence intervals for\naverage and local persuasion rates under data scenarios with\nbinary outcomes, treatments, and instruments, and also when\nonly the outcome and instrument are observed. It also provides\nfunctions for calculating bounds from summary statistics.",
  "License": "GPL (>= 3)",
  "URL": "https://github.com/persuasio/persuasio-r,\nhttps://github.com/persuasio/persuasio-stata",
  "BugReports": "https://github.com/persuasio/persuasio-r/issues",
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  "Repository": "https://persuasio.r-universe.dev",
  "Date/Publication": "2026-07-27 23:57:16 UTC",
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    "User": "root"
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  "Author": "Xinrui Chen [aut],\nSung Jae Jun [aut],\nSokbae Lee [aut, cre]",
  "Maintainer": "Sokbae Lee <sl3841@columbia.edu>",
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    "author": "Simon Lee <sl3841@columbia.edu>",
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    "aprub",
    "calc4persuasio",
    "lpr4ytz",
    "persuasio",
    "persuasio4ytz",
    "persuasio4ytz2lpr",
    "persuasio4yz"
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      "name": "GKB",
      "title": "GKB",
      "object": "GKB",
      "class": [
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      ],
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        "post",
        "voteddem_all",
        "readsome",
        "MZwave2"
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      "table": true,
      "tojson": true
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    {
      "page": "aprlb",
      "title": "Estimate the lower bound of the average persuasion rate",
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      "title": "Estimate the upper bound of the average persuasion rate",
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      "page": "calc4persuasio",
      "title": "Calculate the effect of persuasion when information on Pr(y=1|z) and optimally Pr(t=1|z) for each z=0,1 is available",
      "topics": [
        "calc4persuasio"
      ]
    },
    {
      "page": "GKB",
      "title": "GKB",
      "topics": [
        "GKB"
      ]
    },
    {
      "page": "lpr4ytz",
      "title": "Estimate the local persuasion rate",
      "topics": [
        "lpr4ytz"
      ]
    },
    {
      "page": "persuasio",
      "title": "Unified Interface for Causal Inference on Persuasion Effects",
      "topics": [
        "persuasio"
      ]
    },
    {
      "page": "persuasio4ytz",
      "title": "Causal Inference on the Average Persuasion Rate",
      "topics": [
        "persuasio4ytz"
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    },
    {
      "page": "persuasio4ytz2lpr",
      "title": "Causal Inference on the Local Persuasion Rate",
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        "persuasio4ytz2lpr"
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    },
    {
      "page": "persuasio4yz",
      "title": "Causal Inference on Persuasion Effects Using Outcome and Instrument Only",
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        "persuasio4yz"
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      "page": "print.aprlb",
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      "title": "Print method for calc4persuasio",
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      "page": "print.lpr4ytz",
      "title": "Print method for lpr4ytz objects",
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    },
    {
      "page": "print.persuasio4ytz",
      "title": "Print method for persuasio4ytz",
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      "filename": "getting-started.html",
      "title": "Getting Started with persuasio",
      "author": "Xinrui Chen",
      "engine": "knitr::rmarkdown",
      "headings": [
        "What is this for?",
        "When is persuasio applicable?",
        "Key estimands",
        "persuasio TL;DR",
        "Choosing an estimator (est) in persuasio",
        "Choosing an inference method in persuasio",
        "Choosing a model in persuasio when covariates are present",
        "Package setup",
        "persuasio: Unified Wrapper for Persuasion Effect Estimation",
        "Examples using the GKB dataset",
        "Base estimators",
        "calc4persuasio: Bounds from Summary Statistics",
        "aprlb: Lower Bound on the Average Persuasion Rate",
        "aprub: Upper Bound on the Average Persuasion Rate",
        "lpr4ytz: Local Persuasion Rate",
        "Inference wrappers",
        "persuasio4ytz: Confidence Intervals for the Average Persuasion Rate",
        "persuasio4ytz2lpr: Confidence Intervals for the Local Persuasion Rate",
        "persuasio4yz: APR Bounds Without a Treatment Variable",
        "Related Software",
        "Reference"
      ],
      "created": "2026-05-29 17:17:01",
      "modified": "2026-06-02 13:49:46",
      "commits": 4
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