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  "_exports": [
    "augmentLHS",
    "correlatedLHS",
    "create_galois_field",
    "create_oalhs",
    "createAddelKemp",
    "createAddelKemp3",
    "createAddelKempN",
    "createBose",
    "createBoseBush",
    "createBoseBushl",
    "createBush",
    "createBusht",
    "geneticLHS",
    "get_library_versions",
    "improvedLHS",
    "maximinLHS",
    "nestedLHS",
    "oa_to_oalhs",
    "optAugmentLHS",
    "optimumLHS",
    "optSeededLHS",
    "poly_prod",
    "poly_sum",
    "poly2int",
    "qdirichlet",
    "qfactor",
    "qinteger",
    "randomLHS",
    "runifint",
    "slicedLHS"
  ],
  "_help": [
    {
      "page": "augmentLHS",
      "title": "Augment a Latin Hypercube Design",
      "topics": [
        "augmentLHS"
      ]
    },
    {
      "page": "correlatedLHS",
      "title": "Transformed Latin hypercube with a multivariate distribution",
      "topics": [
        "correlatedLHS"
      ]
    },
    {
      "page": "create_galois_field",
      "title": "Create a Galois field",
      "topics": [
        "create_galois_field"
      ]
    },
    {
      "page": "create_oalhs",
      "title": "Create an orthogonal array Latin hypercube",
      "topics": [
        "create_oalhs"
      ]
    },
    {
      "page": "createAddelKemp",
      "title": "Create an orthogonal array using the Addelman-Kempthorne algorithm.",
      "topics": [
        "createAddelKemp"
      ]
    },
    {
      "page": "createAddelKemp3",
      "title": "Create an orthogonal array using the Addelman-Kempthorne algorithm with '2q^3' rows.",
      "topics": [
        "createAddelKemp3"
      ]
    },
    {
      "page": "createAddelKempN",
      "title": "Create an orthogonal array using the Addelman-Kempthorne algorithm with alternate strength with '2q^n' rows.",
      "topics": [
        "createAddelKempN"
      ]
    },
    {
      "page": "createBose",
      "title": "Create an orthogonal array using the Bose algorithm.",
      "topics": [
        "createBose"
      ]
    },
    {
      "page": "createBoseBush",
      "title": "Create an orthogonal array using the Bose-Bush algorithm.",
      "topics": [
        "createBoseBush"
      ]
    },
    {
      "page": "createBoseBushl",
      "title": "Create an orthogonal array using the Bose-Bush algorithm with alternate strength >= 3.",
      "topics": [
        "createBoseBushl"
      ]
    },
    {
      "page": "createBush",
      "title": "Create an orthogonal array using the Bush algorithm.",
      "topics": [
        "createBush"
      ]
    },
    {
      "page": "createBusht",
      "title": "Create an orthogonal array using the Bush algorithm with alternate strength.",
      "topics": [
        "createBusht"
      ]
    },
    {
      "page": "geneticLHS",
      "title": "Latin Hypercube Sampling with a Genetic Algorithm",
      "topics": [
        "geneticLHS"
      ]
    },
    {
      "page": "get_library_versions",
      "title": "Get version information for all libraries in the lhs package",
      "topics": [
        "get_library_versions"
      ]
    },
    {
      "page": "improvedLHS",
      "title": "Improved Latin Hypercube Sample",
      "topics": [
        "improvedLHS"
      ]
    },
    {
      "page": "maximinLHS",
      "title": "Maximin Latin Hypercube Sample",
      "topics": [
        "maximinLHS"
      ]
    },
    {
      "page": "nestedLHS",
      "title": "Construct a nested Latin hypercube design",
      "topics": [
        "nestedLHS"
      ]
    },
    {
      "page": "oa_to_oalhs",
      "title": "Create a Latin hypercube from an orthogonal array",
      "topics": [
        "oa_to_oalhs"
      ]
    },
    {
      "page": "optAugmentLHS",
      "title": "Optimal Augmented Latin Hypercube Sample",
      "topics": [
        "optAugmentLHS"
      ]
    },
    {
      "page": "optimumLHS",
      "title": "Optimum Latin Hypercube Sample",
      "topics": [
        "optimumLHS"
      ]
    },
    {
      "page": "optSeededLHS",
      "title": "Optimum Seeded Latin Hypercube Sample",
      "topics": [
        "optSeededLHS"
      ]
    },
    {
      "page": "poly_prod",
      "title": "Multiplication in polynomial representation",
      "topics": [
        "poly_prod"
      ]
    },
    {
      "page": "poly_sum",
      "title": "Addition in polynomial representation",
      "topics": [
        "poly_sum"
      ]
    },
    {
      "page": "poly2int",
      "title": "Convert polynomial to integer in <code>0..q-1</code>",
      "topics": [
        "poly2int"
      ]
    },
    {
      "page": "quanttrans",
      "title": "Quantile Transformations",
      "topics": [
        "qdirichlet",
        "qfactor",
        "qinteger"
      ]
    },
    {
      "page": "randomLHS",
      "title": "Construct a random Latin hypercube design",
      "topics": [
        "randomLHS"
      ]
    },
    {
      "page": "runifint",
      "title": "Create a Random Sample of Uniform Integers",
      "topics": [
        "runifint"
      ]
    },
    {
      "page": "slicedLHS",
      "title": "Construct a sliced Latin hypercube design",
      "topics": [
        "slicedLHS"
      ]
    }
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      "title": "An Example of Augmenting a Latin Hypercube",
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        "Theory of Latin Hypercube Sampling",
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        "Method | Min Distance btwn pts | Mean Distance btwn pts | Max Correlation btwn pts:-----|:-----:|:-----:|:-----:randomLHS | r min(dist(A)) | r mean(dist(A)) | r max(abs(cor(A)-diag(10)))optimumLHS | r min(dist(A1)) | r mean(dist(A1)) | r max(abs(cor(A1)-diag(10)))maximinLHS | r min(dist(A2)) | r mean(dist(A2)) | r max(abs(cor(A2)-diag(10)))improvedLHS | r min(dist(A3)) | r mean(dist(A3)) | r max(abs(cor(A3)-diag(10)))geneticLHS (S) | r min(dist(A4)) | r mean(dist(A4)) | r max(abs(cor(A4)-diag(10)))geneticLHS (Maximin) | r min(dist(A5)) | r mean(dist(A5)) | r max(abs(cor(A5)-diag(10)))"
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      "engine": "knitr::rmarkdown",
      "headings": [
        "Example 1: Simple Correlation",
        "Example 2: Dirichlet distribution",
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        "Method 2: q_dirichlet",
        "Example 3: Rejection Sample"
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      "created": "2024-05-05 23:44:31",
      "modified": "2024-06-22 17:23:49",
      "commits": 2
    },
    {
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      "author": "Rob Carnell",
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      "headings": [
        "Question 1",
        "Answer",
        "Question 2",
        "Question 3",
        "Question 5",
        "Question 6"
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      "created": "2019-01-18 02:05:31",
      "modified": "2024-06-22 17:23:49",
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