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  "Title": "Generate High-Dimensional Binary Data with Correlation\nStructures",
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  "Author": "Wei Jiang [aut], Shuang Song [aut, cre], Lin Hou [aut] and\nHongyu Zhao [aut]",
  "Maintainer": "Shuang Song <song-s19@mails.tsinghua.edu.cn>",
  "Description": "We design algorithms with linear time complexity with\nrespect to the dimension for three commonly studied correlation\nstructures, including exchangeable, decaying-product and\nK-dependent correlation structures, and extend the algorithms\nto generate binary data of general non-negative correlation\nmatrices with quadratic time complexity. Jiang, W., Song, S.,\nHou, L. and Zhao, H. \"A set of efficient methods to generate\nhigh-dimensional binary data with specified correlation\nstructures.\" The American Statistician. See\n<doi:10.1080/00031305.2020.1816213> for a detailed presentation\nof the method.",
  "License": "GPL-3",
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  "Repository": "https://shuangsong0110.r-universe.dev",
  "Date/Publication": "2020-11-14 08:20:02 UTC",
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    "author": "Shuang Song <song-s19@mails.tsinghua.edu.cn>",
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    "name": "Shuang Song",
    "description": "Postdoc@Harvard; Alumni@THU (Ph.D. & B.S.); Alumni@Oxford (joint Ph.D.)"
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    "extra/citation.json",
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      "date": "2020-11-14"
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  ],
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    "cBern",
    "cBern1dep",
    "cBernDCP",
    "cBernEx",
    "rhoMax1dep",
    "rhoMaxDCP",
    "rhoMaxEx"
  ],
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      "title": "Main function",
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      ]
    },
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      "title": "Generate binary data with 1-dependent correlated structure",
      "topics": [
        "cBern1dep"
      ]
    },
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      "title": "Generate binary data with decaying-product correlated structure",
      "topics": [
        "cBernDCP"
      ]
    },
    {
      "page": "cBernEx",
      "title": "Generate binary data with exchangeable correlated structure",
      "topics": [
        "cBernEx"
      ]
    },
    {
      "page": "rhoMax1dep",
      "title": "To calculate the maximal allowed correlations max for using cBern1dep to generate binary data with 1-dependent structure",
      "topics": [
        "rhoMax1dep"
      ]
    },
    {
      "page": "rhoMaxDCP",
      "title": "For calculating the maximal allowed correlations max for binary data with decaying-product structure.",
      "topics": [
        "rhoMaxDCP"
      ]
    },
    {
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      "title": "For calculating the maximal allowed correlation coefficient for binary data with exchangeable structure.",
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      ]
    }
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