{
  "_id": "6a1efd47b401979e73419a76",
  "Package": "geostats",
  "Title": "An Introduction to Statistics for Geoscientists",
  "Version": "1.6",
  "Date": "2023-01-02",
  "Authors@R": "person(\"Pieter\", \"Vermeesch\", , \"p.vermeesch@ucl.ac.uk\", role = c(\"aut\", \"cre\"))",
  "Description": "A collection of datasets and simplified functions for an\nintroductory (geo)statistics module at University College\nLondon. Provides functionality for compositional, directional\nand spatial data, including ternary diagrams, Wulff and Schmidt\nstereonets, and ordinary kriging interpolation. Implements\nlogistic and (additive and centred) logratio transformations.\nComputes vector averages and concentration parameters for the\nvon-Mises distribution. Includes a collection of natural and\nsynthetic fractals, and a simulator for deterministic chaos\nusing a magnetic pendulum example. The main purpose of these\nfunctions is pedagogical. Researchers can find more complete\nalternatives for these tools in other packages such as\n'compositions', 'robCompositions', 'sp', 'gstat' and 'RFOC'.\nAll the functions are written in plain R, with no compiled code\nand a minimal number of dependencies. Theoretical background\nand worked examples are available at\n<https://tinyurl.com/UCLgeostats/>.",
  "Author": "Pieter Vermeesch [aut, cre]",
  "Maintainer": "Pieter Vermeesch <p.vermeesch@ucl.ac.uk>",
  "License": "GPL-3",
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  "Repository": "https://pvermees.r-universe.dev",
  "Date/Publication": "2023-01-07 08:20:02 UTC",
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    "boxcount",
    "cantor",
    "circle.plot",
    "circle.points",
    "clr",
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    "ellipse",
    "fractaldim",
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    "kriging",
    "ksdist",
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    "meanangle",
    "Mode",
    "PCA2D",
    "pendulum",
    "randy",
    "Rbar",
    "Rbar2kappa",
    "rwyxz",
    "rxzyz",
    "ryxy",
    "semivariogram",
    "sierpinski",
    "sizefrequency",
    "skew",
    "stereonet",
    "ternary",
    "vonMises",
    "xyz2xy",
    "york"
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      "title": "A-CN-K compositions",
      "object": "ACNK",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Al2O3",
        "CaO+Na2O",
        "K20"
      ],
      "rows": 20,
      "table": true,
      "tojson": true
    },
    {
      "name": "Britain",
      "title": "British coast",
      "object": "Britain",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 512,
      "table": true,
      "tojson": true
    },
    {
      "name": "catchments",
      "title": "properties of 20 river catchments",
      "object": "catchments",
      "class": [
        "data.frame"
      ],
      "fields": [
        "lithology",
        "age",
        "springs",
        "pH",
        "CaMg",
        "vegetation"
      ],
      "rows": 20,
      "table": true,
      "tojson": true
    },
    {
      "name": "Corsica",
      "title": "rivers on Corsica",
      "object": "Corsica",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 512,
      "table": true,
      "tojson": true
    },
    {
      "name": "declustered",
      "title": "declustered earthquake data",
      "object": "declustered",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "month",
        "day",
        "hour",
        "minute",
        "second",
        "lat",
        "lon",
        "mag"
      ],
      "rows": 28267,
      "table": true,
      "tojson": true
    },
    {
      "name": "DZ",
      "title": "detrital zircon U-Pb data",
      "object": "DZ",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "earthquakes",
      "title": "earthquake data",
      "object": "earthquakes",
      "class": [
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      ],
      "fields": [
        "year",
        "month",
        "day",
        "hour",
        "minute",
        "second",
        "lat",
        "lon",
        "mag"
      ],
      "rows": 20000,
      "table": true,
      "tojson": true
    },
    {
      "name": "FAM",
      "title": "A-F-M data",
      "object": "FAM",
      "class": [
        "data.frame"
      ],
      "fields": [
        "affinity",
        "F",
        "A",
        "M"
      ],
      "rows": 1104,
      "table": true,
      "tojson": true
    },
    {
      "name": "fault",
      "title": "fault orientation data",
      "object": "fault",
      "class": [
        "data.frame"
      ],
      "fields": [
        "strike",
        "dip"
      ],
      "rows": 10,
      "table": true,
      "tojson": true
    },
    {
      "name": "Finland",
      "title": "Finnish lake data",
      "object": "Finland",
      "class": [
        "data.frame"
      ],
      "fields": [
        "area",
        "depth",
        "lat",
        "lon",
        "elevation"
      ],
      "rows": 2327,
      "table": true,
      "tojson": true
    },
    {
      "name": "forams",
      "title": "foram count data",
      "object": "forams",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "uvula",
        "scitula",
        "quinqueloba",
        "pachyderma",
        "incompta",
        "glutinata",
        "bulloides"
      ],
      "rows": 2,
      "table": true,
      "tojson": true
    },
    {
      "name": "fractures",
      "title": "fractures",
      "object": "fractures",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 512,
      "table": true,
      "tojson": true
    },
    {
      "name": "hills",
      "title": "hills",
      "object": "hills",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "Y",
        "Z"
      ],
      "rows": 150,
      "table": true,
      "tojson": true
    },
    {
      "name": "major",
      "title": "composition of Namib dune sand",
      "object": "major",
      "class": [
        "data.frame"
      ],
      "fields": [
        "SiO2",
        "Al2O3",
        "Fe2O3",
        "MgO",
        "CaO",
        "Na2O",
        "K2O",
        "TiO2",
        "P2O5",
        "MnO"
      ],
      "rows": 16,
      "table": true,
      "tojson": true
    },
    {
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      "object": "meuse",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x",
        "y",
        "elev",
        "cadmium",
        "lead",
        "zinc"
      ],
      "rows": 155,
      "table": true,
      "tojson": true
    },
    {
      "name": "palaeomag",
      "title": "palaeomagnetic data",
      "object": "palaeomag",
      "class": [
        "data.frame"
      ],
      "fields": [
        "decl",
        "incl"
      ],
      "rows": 10,
      "table": true,
      "tojson": true
    },
    {
      "name": "pebbles",
      "title": "pebble orientations",
      "object": "pebbles",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "rbsr",
      "title": "Rb-Sr data",
      "object": "rbsr",
      "class": [
        "data.frame"
      ],
      "fields": [
        "RbSr",
        "errRbSr",
        "SrSr",
        "errSrSr",
        "rho"
      ],
      "rows": 8,
      "table": true,
      "tojson": true
    },
    {
      "name": "striations",
      "title": "directions of glacial striations",
      "object": "striations",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "test",
      "title": "composition of a further 147 oceanic basalts",
      "object": "test",
      "class": [
        "data.frame"
      ],
      "fields": [
        "affinity",
        "SiO2",
        "TiO2",
        "Al2O3",
        "CaO",
        "MgO",
        "MnO",
        "K2O",
        "Na2O"
      ],
      "rows": 147,
      "table": true,
      "tojson": true
    },
    {
      "name": "training",
      "title": "composition of 646 oceanic basalts",
      "object": "training",
      "class": [
        "data.frame"
      ],
      "fields": [
        "affinity",
        "SiO2",
        "TiO2",
        "Al2O3",
        "CaO",
        "MgO",
        "MnO",
        "K2O",
        "Na2O"
      ],
      "rows": 646,
      "table": true,
      "tojson": true
    },
    {
      "name": "worldpop",
      "title": "world population",
      "object": "worldpop",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "population"
      ],
      "rows": 22,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "ACNK",
      "title": "A-CN-K compositions",
      "topics": [
        "ACNK"
      ]
    },
    {
      "page": "alr",
      "title": "additive logratio transformation",
      "topics": [
        "alr"
      ]
    },
    {
      "page": "boxcount",
      "title": "box counting",
      "topics": [
        "boxcount"
      ]
    },
    {
      "page": "Britain",
      "title": "British coast",
      "topics": [
        "Britain"
      ]
    },
    {
      "page": "cantor",
      "title": "Cantor set",
      "topics": [
        "cantor"
      ]
    },
    {
      "page": "catchments",
      "title": "properties of 20 river catchments",
      "topics": [
        "catchments"
      ]
    },
    {
      "page": "circle.plot",
      "title": "plot circular data",
      "topics": [
        "circle.plot"
      ]
    },
    {
      "page": "circle.points",
      "title": "add points to a circular plot",
      "topics": [
        "circle.points"
      ]
    },
    {
      "page": "clr",
      "title": "centred logratio transformation",
      "topics": [
        "clr"
      ]
    },
    {
      "page": "colourplot",
      "title": "colour plot",
      "topics": [
        "colourplot"
      ]
    },
    {
      "page": "Corsica",
      "title": "rivers on Corsica",
      "topics": [
        "Corsica"
      ]
    },
    {
      "page": "countQuakes",
      "title": "count the number of earthquakes per year",
      "topics": [
        "countQuakes"
      ]
    },
    {
      "page": "declustered",
      "title": "declustered earthquake data",
      "topics": [
        "declustered"
      ]
    },
    {
      "page": "DZ",
      "title": "detrital zircon U-Pb data",
      "topics": [
        "DZ"
      ]
    },
    {
      "page": "earthquakes",
      "title": "earthquake data",
      "topics": [
        "earthquakes"
      ]
    },
    {
      "page": "ellipse",
      "title": "ellipse",
      "topics": [
        "ellipse"
      ]
    },
    {
      "page": "exp",
      "title": "exponential transformation",
      "topics": [
        "exp",
        "exp.density"
      ]
    },
    {
      "page": "FAM",
      "title": "A-F-M data",
      "topics": [
        "FAM"
      ]
    },
    {
      "page": "fault",
      "title": "fault orientation data",
      "topics": [
        "fault"
      ]
    },
    {
      "page": "Finland",
      "title": "Finnish lake data",
      "topics": [
        "Finland"
      ]
    },
    {
      "page": "forams",
      "title": "foram count data",
      "topics": [
        "forams"
      ]
    },
    {
      "page": "fractaldim",
      "title": "calculate the fractal dimension",
      "topics": [
        "fractaldim"
      ]
    },
    {
      "page": "fractures",
      "title": "fractures",
      "topics": [
        "fractures"
      ]
    },
    {
      "page": "geostats",
      "title": "library(geostats)",
      "topics": [
        "geostats-package",
        "geostats",
        "_PACKAGE"
      ]
    },
    {
      "page": "gutenberg",
      "title": "create a Gutenberg-Richter plot",
      "topics": [
        "gutenberg"
      ]
    },
    {
      "page": "hills",
      "title": "hills",
      "topics": [
        "hills"
      ]
    },
    {
      "page": "koch",
      "title": "Koch snowflake",
      "topics": [
        "koch"
      ]
    },
    {
      "page": "kriging",
      "title": "kriging",
      "topics": [
        "kriging"
      ]
    },
    {
      "page": "ksdist",
      "title": "Kolmogorov-Smirnov distance matrix",
      "topics": [
        "ksdist"
      ]
    },
    {
      "page": "logit",
      "title": "logistic transformation",
      "topics": [
        "logit",
        "logit.default",
        "logit.density"
      ]
    },
    {
      "page": "major",
      "title": "composition of Namib dune sand",
      "topics": [
        "major"
      ]
    },
    {
      "page": "meanangle",
      "title": "mean angle",
      "topics": [
        "meanangle"
      ]
    },
    {
      "page": "meuse",
      "title": "Meuse river data set",
      "topics": [
        "meuse"
      ]
    },
    {
      "page": "Mode",
      "title": "get the mode of a dataset",
      "topics": [
        "Mode"
      ]
    },
    {
      "page": "palaeomag",
      "title": "palaeomagnetic data",
      "topics": [
        "palaeomag"
      ]
    },
    {
      "page": "PCA2D",
      "title": "Principal Component Analysis of 2D data",
      "topics": [
        "PCA2D"
      ]
    },
    {
      "page": "pebbles",
      "title": "pebble orientations",
      "topics": [
        "pebbles"
      ]
    },
    {
      "page": "pendulum",
      "title": "3-magnet pendulum experiment",
      "topics": [
        "pendulum"
      ]
    },
    {
      "page": "randy",
      "title": "generate bivariate random data",
      "topics": [
        "randy"
      ]
    },
    {
      "page": "Rbar",
      "title": "calculate \\bar{R}",
      "topics": [
        "Rbar"
      ]
    },
    {
      "page": "Rbar2kappa",
      "title": "\\bar{R} to kappa conversion",
      "topics": [
        "Rbar2kappa"
      ]
    },
    {
      "page": "rbsr",
      "title": "Rb-Sr data",
      "topics": [
        "rbsr"
      ]
    },
    {
      "page": "rwyxz",
      "title": "Spurious correlation",
      "topics": [
        "rwyxz",
        "rxzyz",
        "ryxy"
      ]
    },
    {
      "page": "semivariogram",
      "title": "semivariogram",
      "topics": [
        "semivariogram"
      ]
    },
    {
      "page": "sierpinski",
      "title": "Sierpinski carpet",
      "topics": [
        "sierpinski"
      ]
    },
    {
      "page": "sizefrequency",
      "title": "calculate the size-frequency distribution of things",
      "topics": [
        "sizefrequency"
      ]
    },
    {
      "page": "skew",
      "title": "calculate the skewness of a dataset",
      "topics": [
        "skew"
      ]
    },
    {
      "page": "stereonet",
      "title": "stereonet",
      "topics": [
        "stereonet"
      ]
    },
    {
      "page": "striations",
      "title": "directions of glacial striations",
      "topics": [
        "striations"
      ]
    },
    {
      "page": "ternary",
      "title": "ternary diagrams",
      "topics": [
        "ternary"
      ]
    },
    {
      "page": "test",
      "title": "composition of a further 147 oceanic basalts",
      "topics": [
        "test"
      ]
    },
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