{
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  "Package": "sensitivitymv",
  "Type": "Package",
  "Title": "Sensitivity Analysis in Observational Studies",
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  "Maintainer": "Paul R. Rosenbaum <rosenbaum@wharton.upenn.edu>",
  "Description": "The package performs a sensitivity analysis in an\nobservational study using an M-statistic, for instance, the\nmean.  The main function in the package is senmv(), but\namplify() and truncatedP() are also useful.  The method is\ndeveloped in Rosenbaum Biometrics, 2007, 63, 456-464,\n<doi:10.1111/j.1541-0420.2006.00717.x>.",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 07:15:47 UTC",
    "User": "root"
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  "Author": "Paul R. Rosenbaum [aut, cre]",
  "Repository": "https://rosenbap.r-universe.dev",
  "Date/Publication": "2025-04-30 19:26:47 UTC",
  "RemoteUrl": "https://github.com/cran/sensitivitymv",
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    "author": "Paul R. Rosenbaum <rosenbaum@wharton.upenn.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.4.4\n",
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    "email": "rosenbaum@wharton.upenn.edu",
    "login": "rosenbap",
    "uuid": 254956857
  },
  "_registered": true,
  "_dependencies": [],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 5,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sensitivitymv"
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  "_searchresults": 64,
  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/sensitivitymv.html",
    "manual.pdf"
  ],
  "_realowner": "rosenbap",
  "_cranurl": false,
  "_releases": [
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      "version": "1.2",
      "date": "2013-11-20"
    },
    {
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      "date": "2015-08-19"
    },
    {
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      "date": "2018-06-13"
    },
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      "date": "2025-04-30"
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    "mscorev",
    "multrnks",
    "newurks",
    "senmv",
    "separable1v",
    "truncatedP",
    "truncatedPbg"
  ],
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      "title": "DNA Damage Among Welders",
      "object": "erpcp",
      "class": [
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      ],
      "fields": [
        "welder",
        "control"
      ],
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      "table": true,
      "tojson": true
    },
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      "object": "lead150",
      "class": [
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        "array"
      ],
      "fields": {},
      "rows": 150,
      "table": true,
      "tojson": true
    },
    {
      "name": "lead250",
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      "object": "lead250",
      "class": [
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        "array"
      ],
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      "rows": 250,
      "table": true,
      "tojson": true
    },
    {
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      "title": "NHANES Mercury/Fish Data",
      "object": "mercury",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Treated",
        "Zero",
        "One"
      ],
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      "table": true,
      "tojson": true
    },
    {
      "name": "mtm",
      "title": "DNA damage from exposure to chromium",
      "object": "mtm",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "cmtm",
        "e2mtm",
        "e1mtm"
      ],
      "rows": 30,
      "table": true,
      "tojson": true
    },
    {
      "name": "tbmetaphase",
      "title": "Genetic damage from drugs used to treat TB",
      "object": "tbmetaphase",
      "class": [
        "data.frame"
      ],
      "fields": [
        "HRZ",
        "H2R2Z2.1",
        "H2R2Z2.2"
      ],
      "rows": 15,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "sensitivitymv-package",
      "title": "Sensitivity Analysis in Observational Studies",
      "concept": [
        "Sensitivity analysis",
        "Observational study",
        "Causal inference"
      ],
      "topics": [
        "sensitivitymv-package",
        "sensitivitymv"
      ]
    },
    {
      "page": "amplify",
      "title": "Amplification of sensitivity analysis in observational studies.",
      "concept": [
        "Sensitivity analysis",
        "Observational study",
        "Causal inference",
        "Amplification",
        "Amplify"
      ],
      "topics": [
        "amplify"
      ]
    },
    {
      "page": "erpcp",
      "title": "DNA Damage Among Welders",
      "concept": [
        "Observational study",
        "Matched pairs"
      ],
      "topics": [
        "erpcp"
      ]
    },
    {
      "page": "lead150",
      "title": "Smoking and lead in 150 matched 1-5 sets.",
      "concept": [
        "Observational study",
        "Causal inference",
        "Matching with multiple controls"
      ],
      "topics": [
        "lead150"
      ]
    },
    {
      "page": "lead250",
      "title": "Smoking and lead in 250 matched pairs.",
      "concept": [
        "Observational study",
        "Causal inference",
        "Matched pairs"
      ],
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        "lead250"
      ]
    },
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        "Observational study",
        "Causal inference",
        "Matching with multiple controls"
      ],
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      ]
    },
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      "title": "Computes the M-scores used by senmv.",
      "topics": [
        "mscorev"
      ]
    },
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      "page": "mtm",
      "title": "DNA damage from exposure to chromium",
      "concept": [
        "Observational study",
        "Causal inference",
        "Evidence factors"
      ],
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        "mtm"
      ]
    },
    {
      "page": "multrnks",
      "title": "Approximate scores for ranks.",
      "topics": [
        "multrnks"
      ]
    },
    {
      "page": "newurks",
      "title": "Approximate scores for ranks of row ranges.",
      "topics": [
        "newurks"
      ]
    },
    {
      "page": "senmv",
      "title": "Sensitivity analysis in observational studies using Huber-Maritz M-statistics.",
      "concept": [
        "Sensitivity analysis",
        "Observational study",
        "Causal inference",
        "M-statistic"
      ],
      "topics": [
        "senmv"
      ]
    },
    {
      "page": "separable1v",
      "title": "Asymptotic separable calculations internal to other functions.",
      "concept": [
        "Sensitivity analysis",
        "Separable approximation"
      ],
      "topics": [
        "separable1v"
      ]
    },
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      "concept": [
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        "Matching with variable controls"
      ],
      "topics": [
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    },
    {
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      "title": "Trucated product of P-values.",
      "concept": [
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        "Causal inference",
        "Evidence factors",
        "Truncated product of P-values"
      ],
      "topics": [
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      ]
    },
    {
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      "title": "Trucated product of P-values using the mixture formula.",
      "topics": [
        "truncatedPbg"
      ]
    }
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  "_score": 2.9822712330395684,
  "_indexed": true,
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