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  "Package": "USP",
  "Title": "U-Statistic Permutation Tests of Independence for all Data Types",
  "Version": "0.1.2",
  "Author": "Thomas B. Berrett <tom.berrett@warwick.ac.uk> [aut,cre],\nIoannis Kontoyiannis <yiannis@maths.cam.ac.uk> [aut], Richard\nJ. Samworth <r.samworth@statslab.cam.ac.uk> [aut]",
  "Maintainer": "Thomas B. Berrett <tom.berrett@warwick.ac.uk>",
  "Description": "Implements various independence tests for discrete,\ncontinuous, and infinite-dimensional data. The tests are based\non a U-statistic permutation test, the USP of Berrett,\nKontoyiannis and Samworth (2020) <arXiv:2001.05513>, and shown\nto be minimax rate optimal in a wide range of settings. As the\npermutation principle is used, all tests have exact,\nnon-asymptotic Type I error control at the nominal level.",
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  "Packaged": {
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    "User": "root"
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  "Date/Publication": "2021-01-27 08:30:21 UTC",
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    "extra/citation.json",
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      "page": "coeffs",
      "title": "Calculate coefficients of a function's series expansion",
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      "page": "DiscStat",
      "title": "Test statistic for dependence in contingency table",
      "topics": [
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      "title": "Fourier basis functions",
      "topics": [
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      ]
    },
    {
      "page": "FourierKernel",
      "title": "Kernel matrix for Fourier basis",
      "topics": [
        "FourierKernel"
      ]
    },
    {
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      "title": "Kernel for infinite-dimensional example",
      "topics": [
        "InfKern"
      ]
    },
    {
      "page": "KernStat",
      "title": "Test statistic calculated from two kernel matrices",
      "topics": [
        "KernStat"
      ]
    },
    {
      "page": "sumbasis",
      "title": "Kernel entries in infinite dimensional case",
      "topics": [
        "sumbasis"
      ]
    },
    {
      "page": "USP",
      "title": "Permutation test of independence.",
      "topics": [
        "USP"
      ]
    },
    {
      "page": "USP.test",
      "title": "Independence test for discrete data",
      "topics": [
        "USP.test"
      ]
    },
    {
      "page": "USPFourier",
      "title": "Independence test for continuous data",
      "topics": [
        "USPFourier"
      ]
    },
    {
      "page": "USPFourierAdapt",
      "title": "Adaptive permutation test of independence for continuous data.",
      "topics": [
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      ]
    },
    {
      "page": "USPFunctional",
      "title": "Independence test for functional data",
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