{
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  "Package": "dbmss",
  "Type": "Package",
  "Title": "Distance-Based Measures of Spatial Structures",
  "Version": "2.11-0",
  "Authors@R": "c(\nperson(\"Eric\", \"Marcon\", email=\"eric.marcon@agroparistech.fr\", role=c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-5249-321X\")),\nperson(\"Gabriel\", \"Lang\", email=\"gabriel.lang@agroparistech.fr\", role=\"aut\", comment = c(ORCID = \"0000-0002-4325-6044\")),\nperson(\"Stephane\", \"Traissac\", email=\"stephane.traissac@agroparistech.fr\", role=\"aut\", comment = c(ORCID = \"0000-0001-9255-1616\")),\nperson(\"Florence\", \"Puech\", email=\"florence.puech@universite-paris-saclay.fr\", role=\"aut\", comment = c(ORCID = \"0000-0002-5279-6878\")),\nperson(\"Pierrot\", \"Froment\", email=\"pierrot.froment@gmail.com\", role=\"aut\")\n)",
  "Description": "Simple computation of spatial statistic functions of\ndistance to characterize the spatial structures of mapped\nobjects, following Marcon, Traissac, Puech, and Lang (2015)\n<doi:10.18637/jss.v067.c03>. Includes classical functions\n(Ripley's K and others) and more recent ones used by spatial\neconomists (Duranton and Overman's Kd, Marcon and Puech's M).\nRelies on 'spatstat' for some core calculation.",
  "URL": "https://ericmarcon.github.io/dbmss/,\nhttps://github.com/EricMarcon/dbmss/",
  "BugReports": "https://github.com/EricMarcon/dbmss/issues/",
  "License": "GNU General Public License",
  "VignetteBuilder": "knitr",
  "SystemRequirements": "pandoc, GNU make",
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  "Repository": "https://ericmarcon.r-universe.dev",
  "Date/Publication": "2025-06-17 14:59:33 UTC",
  "RemoteUrl": "https://github.com/ericmarcon/dbmss",
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  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-24 10:24:26 UTC",
    "User": "root"
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  "Author": "Eric Marcon [aut, cre] (ORCID: <https://orcid.org/0000-0002-5249-321X>),\nGabriel Lang [aut] (ORCID: <https://orcid.org/0000-0002-4325-6044>),\nStephane Traissac [aut] (ORCID:\n<https://orcid.org/0000-0001-9255-1616>),\nFlorence Puech [aut] (ORCID: <https://orcid.org/0000-0002-5279-6878>),\nPierrot Froment [aut]",
  "Maintainer": "Eric Marcon <eric.marcon@agroparistech.fr>",
  "_user": "ericmarcon",
  "_type": "src",
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  "_expires": "2026-10-12T19:31:33.000Z",
  "_created": "2026-06-24T10:24:26.000Z",
  "_published": "2026-07-04T19:31:35.673Z",
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    "author": "Eric Marcon <eric.marcon@agroparistech.fr>",
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  "_exports": [
    "as.Dtable",
    "as.wmppp",
    "autoplot",
    "DEnvelope",
    "Dhat",
    "Dtable",
    "envelope.Dtable",
    "FillEnvelope",
    "gEnvelope",
    "ghat",
    "GlobalEnvelope",
    "GoFtest",
    "is.wmppp",
    "KdEnvelope",
    "Kdhat",
    "KEnvelope",
    "Khat",
    "KinhomEnvelope",
    "Kinhomhat",
    "KmmEnvelope",
    "Kmmhat",
    "Ktest",
    "LEnvelope",
    "Lhat",
    "LmmEnvelope",
    "Lmmhat",
    "marks",
    "mEnvelope",
    "MEnvelope",
    "mhat",
    "Mhat",
    "rPopulationIndependenceK",
    "rPopulationIndependenceM",
    "rRandomLabeling",
    "rRandomLabelingM",
    "rRandomLocation",
    "rRandomPositionK",
    "wmppp"
  ],
  "_datasets": [
    {
      "name": "paracou16",
      "title": "Paracou field station plot 16, partial map",
      "object": "paracou16",
      "class": [
        "wmppp",
        "ppp"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "dbmss-package",
      "title": "Distance Based Measures of Spatial Structures",
      "topics": [
        "dbmss-package",
        "dbmss"
      ]
    },
    {
      "page": "as.Dtable",
      "title": "Converts data to class Dtable",
      "topics": [
        "as.Dtable",
        "as.Dtable.data.frame",
        "as.Dtable.ppp"
      ]
    },
    {
      "page": "as.wmppp",
      "title": "Converts data to class wmppp",
      "topics": [
        "as.wmppp",
        "as.wmppp.data.frame",
        "as.wmppp.ppp"
      ]
    },
    {
      "page": "autoplot",
      "title": "ggplot methods to plot dbmss objects",
      "topics": [
        "autoplot.envelope",
        "autoplot.fv",
        "autoplot.wmppp"
      ]
    },
    {
      "page": "dbmssEnvelope",
      "title": "Class of envelope of function values (fv)",
      "topics": [
        "dbmssEnvelope.object"
      ]
    },
    {
      "page": "DEnvelope",
      "title": "Estimation of the confidence envelope of the D function under its null hypothesis",
      "topics": [
        "DEnvelope"
      ]
    },
    {
      "page": "Dhat",
      "title": "Estimation of the D function",
      "topics": [
        "Dhat"
      ]
    },
    {
      "page": "Dtable",
      "title": "Create a Distance table object.",
      "topics": [
        "Dtable"
      ]
    },
    {
      "page": "envelope.Dtable",
      "title": "Computes simulation envelopes of a summary function.",
      "topics": [
        "envelope.Dtable"
      ]
    },
    {
      "page": "gEnvelope",
      "title": "Estimation of the confidence envelope of the g function under its null hypothesis",
      "topics": [
        "gEnvelope"
      ]
    },
    {
      "page": "ghat",
      "title": "Estimation of the g function",
      "topics": [
        "ghat"
      ]
    },
    {
      "page": "GoFtest",
      "title": "Goodness of Fit test between a distance based measure of spatial structure and simulations of its null hypothesis",
      "topics": [
        "GoFtest"
      ]
    },
    {
      "page": "is.wmppp",
      "title": "Test whether an object is a weighted, marked, planar point pattern",
      "topics": [
        "is.wmppp"
      ]
    },
    {
      "page": "KdEnvelope",
      "title": "Estimation of the confidence envelope of the Kd function under its null hypothesis",
      "topics": [
        "KdEnvelope"
      ]
    },
    {
      "page": "Kdhat",
      "title": "Estimation of the Kd function",
      "topics": [
        "Kdhat"
      ]
    },
    {
      "page": "KEnvelope",
      "title": "Estimation of the confidence envelope of the K function under its null hypothesis",
      "topics": [
        "KEnvelope"
      ]
    },
    {
      "page": "Khat",
      "title": "Estimation of the K function",
      "topics": [
        "Khat"
      ]
    },
    {
      "page": "KinhomEnvelope",
      "title": "Estimation of the confidence envelope of the Kinhom function under its null hypothesis",
      "topics": [
        "KinhomEnvelope"
      ]
    },
    {
      "page": "Kinhomhat",
      "title": "Estimation of the inhomogenous K function",
      "topics": [
        "Kinhomhat"
      ]
    },
    {
      "page": "KmmEnvelope",
      "title": "Estimation of the confidence envelope of the Lmm function under its null hypothesis",
      "topics": [
        "KmmEnvelope"
      ]
    },
    {
      "page": "Kmmhat",
      "title": "Estimation of the Kmm function",
      "topics": [
        "Kmmhat"
      ]
    },
    {
      "page": "Ktest",
      "title": "Test of a point pattern against Complete Spatial Randomness",
      "topics": [
        "Ktest"
      ]
    },
    {
      "page": "LEnvelope",
      "title": "Estimation of the confidence envelope of the L function under its null hypothesis",
      "topics": [
        "LEnvelope"
      ]
    },
    {
      "page": "Lhat",
      "title": "Estimation of the L function",
      "topics": [
        "Lhat"
      ]
    },
    {
      "page": "LmmEnvelope",
      "title": "Estimation of the confidence envelope of the Lmm function under its null hypothesis",
      "topics": [
        "LmmEnvelope"
      ]
    },
    {
      "page": "Lmmhat",
      "title": "Estimation of the Lmm function",
      "topics": [
        "Lmmhat"
      ]
    },
    {
      "page": "marks",
      "title": "marks method for Dtable and wmppp objects",
      "topics": [
        "marks.Dtable",
        "marks<-.Dtable",
        "marks<-.wmppp"
      ]
    },
    {
      "page": "m_Envelope",
      "title": "Estimation of the confidence envelope of the m function under its null hypothesis",
      "topics": [
        "mEnvelope"
      ]
    },
    {
      "page": "MEnvelope",
      "title": "Estimation of the confidence envelope of the M function under its null hypothesis",
      "topics": [
        "MEnvelope"
      ]
    },
    {
      "page": "m_hat",
      "title": "Estimation of the m function",
      "topics": [
        "mhat"
      ]
    },
    {
      "page": "Mhat",
      "title": "Estimation of the M function",
      "topics": [
        "Mhat"
      ]
    },
    {
      "page": "paracou16",
      "title": "Paracou field station plot 16, partial map",
      "topics": [
        "paracou16"
      ]
    },
    {
      "page": "print.dbmssEnvelope",
      "title": "Print a confidence envelope",
      "topics": [
        "print.dbmssEnvelope"
      ]
    },
    {
      "page": "rPopulationIndependenceK",
      "title": "Simulations of a point pattern according to the null hypothesis of population independence defined for K",
      "topics": [
        "rPopulationIndependenceK"
      ]
    },
    {
      "page": "rPopulationIndependenceM",
      "title": "Simulations of a point pattern according to the null hypothesis of population independence defined for M",
      "topics": [
        "rPopulationIndependenceM"
      ]
    },
    {
      "page": "rRandomLabeling",
      "title": "Simulations of a point pattern according to the null hypothesis of random labeling",
      "topics": [
        "rRandomLabeling"
      ]
    },
    {
      "page": "rRandomLabelingM",
      "title": "Simulations of a point pattern according to the null hypothesis of random labelling defined for M",
      "topics": [
        "rRandomLabelingM"
      ]
    },
    {
      "page": "rRandomLocation",
      "title": "Simulations of a point pattern according to the null hypothesis of random location",
      "topics": [
        "rRandomLocation"
      ]
    },
    {
      "page": "rRandomPositionK",
      "title": "Simulations of a point pattern according to the null hypothesis of random position defined for K",
      "topics": [
        "rRandomPositionK"
      ]
    },
    {
      "page": "Smooth.wmppp",
      "title": "Spatial smoothing of individual dbmss's",
      "topics": [
        "Smooth.wmppp"
      ]
    },
    {
      "page": "generic.spatstat",
      "title": "Methods for weighted, marked planar point patterns (of class wmppp) from spatstat",
      "topics": [
        "sharpen.wmppp",
        "superimpose.wmppp",
        "unique.wmppp",
        "[.wmppp"
      ]
    },
    {
      "page": "summary.dbmssEnvelope",
      "title": "Summary of a confidence envelope",
      "topics": [
        "summary.dbmssEnvelope"
      ]
    },
    {
      "page": "wmppp",
      "title": "Create a Weighted, Marked, Planar Point Pattern",
      "topics": [
        "wmppp"
      ]
    },
    {
      "page": "wmppp.object",
      "title": "Class of Weighted, Marked, Planar Point Patterns",
      "topics": [
        "wmppp.object"
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