Item talk:Q318464

{

 "DOI": {
   "doi": "10.5066/p9b2he47",
   "identifiers": [],
   "creators": [
     {
       "name": "William D Walter",
       "nameType": "Personal",
       "affiliation": [
         "United States Geological Survey"
       ],
       "nameIdentifiers": [
         {
           "schemeUri": "https://orcid.org",
           "nameIdentifier": "https://orcid.org/0000-0003-3068-1073",
           "nameIdentifierScheme": "ORCID"
         }
       ]
     },
     {
       "name": "Frances Buderman",
       "nameType": "Personal",
       "affiliation": [
         "The Pennsylvania State University"
       ],
       "nameIdentifiers": [
         {
           "schemeUri": "https://orcid.org",
           "nameIdentifier": null,
           "nameIdentifierScheme": "ORCID"
         }
       ]
     },
     {
       "name": "Kathleen Gundermann",
       "nameType": "Personal",
       "affiliation": [
         "The Pennsylvania State University"
       ],
       "nameIdentifiers": [
         {
           "schemeUri": "https://orcid.org",
           "nameIdentifier": null,
           "nameIdentifierScheme": "ORCID"
         }
       ]
     }
   ],
   "titles": [
     {
       "title": "Change-point models for identifying single behavioral transitions in wild animals"
     }
   ],
   "publisher": "U.S. Geological Survey",
   "container": {},
   "publicationYear": 2023,
   "subjects": [
     {
       "subject": "telemetry"
     },
     {
       "subject": "change-point model"
     },
     {
       "subject": "movement behavior"
     }
   ],
   "contributors": [],
   "dates": [
     {
       "date": "2023",
       "dateType": "Issued"
     }
   ],
   "language": null,
   "types": {
     "ris": "COMP",
     "bibtex": "misc",
     "citeproc": "article",
     "schemaOrg": "SoftwareSourceCode",
     "resourceType": "Software",
     "resourceTypeGeneral": "Software"
   },
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   "version": null,
   "rightsList": [],
   "descriptions": [
     {
       "description": "We present two change-point models for identifying singular changes in movement behavior: a location-based change-point model (LCPM) and a movement metric-based change-point model (MMCPM). This software includes R scripts to: 1) run both the LCPM and MMCPM on telemetry data in a Bayesian hierarchical framework using NIMBLE (mmcpm.R and lcpm.R), 2) generate realistic movement behavior parameters for the simulation study (simulate_data.R), and 3) run both the LCPM and MMCPM on the simulated data (mmcpm_sim.R and lcpm_sim.R).",
       "descriptionType": "Abstract"
     }
   ],
   "geoLocations": [],
   "fundingReferences": [],
   "url": "https://code.usgs.gov/cooperativeresearchunits/pennsylvania/change-point-models",
   "contentUrl": null,
   "metadataVersion": 1,
   "schemaVersion": "http://datacite.org/schema/kernel-4",
   "source": "mds",
   "isActive": true,
   "state": "findable",
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   "created": "2023-09-01T17:45:13Z",
   "registered": "2023-09-01T17:45:14Z",
   "published": null,
   "updated": "2024-07-12T14:55:26Z"
 }

}