Item talk:Q258210

{

 "USGS Publications Warehouse": {
   "@context": "https://schema.org",
   "@type": "CreativeWork",
   "additionalType": "Book Chapter",
   "name": "Random effects and shrinkage estimation in capture-recapture models",
   "identifier": [
     {
       "@type": "PropertyValue",
       "propertyID": "USGS Publications Warehouse IndexID",
       "value": "5211160",
       "url": "https://pubs.usgs.gov/publication/5211160"
     },
     {
       "@type": "PropertyValue",
       "propertyID": "USGS Publications Warehouse Internal ID",
       "value": 5211160
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   ],
   "inLanguage": "en",
   "datePublished": "2002",
   "dateModified": "2012-02-02",
   "abstract": "We discuss the analysis of random effects in capture-recapture models, and outline Bayesian and frequentists approaches to their analysis.  Under a normal model, random effects estimators derived from Bayesian or frequentist considerations have a common form as shrinkage estimators.  We discuss some of the difficulties of analysing random effects using traditional methods, and argue that a Bayesian formulation provides a rigorous framework for dealing with these difficulties. In capture-recapture models, random effects may provide a parsimonious compromise between constant and completely time-dependent models for the parameters (e.g. survival probability).  We consider application of random effects to band-recovery models, although the principles apply to more general situations, such as Cormack-Jolly-Seber models.  We illustrate these ideas using a commonly analysed band recovery data set.",
   "description": "669",
   "publisher": {
     "@type": "Organization",
     "name": "U.S. Geological Survey"
   },
   "author": [
     {
       "@type": "Person",
       "name": "Link, W. A.",
       "givenName": "W. A.",
       "familyName": "Link",
       "identifier": {
         "@type": "PropertyValue",
         "propertyID": "ORCID",
         "value": "0000-0002-9913-0256",
         "url": "https://orcid.org/0000-0002-9913-0256"
       }
     },
     {
       "@type": "Person",
       "name": "Royle, J. Andrew",
       "givenName": "J. Andrew",
       "familyName": "Royle",
       "identifier": {
         "@type": "PropertyValue",
         "propertyID": "ORCID",
         "value": "0000-0003-3135-2167",
         "url": "https://orcid.org/0000-0003-3135-2167"
       }
     }
   ],
   "funder": [
     {
       "@type": "Organization",
       "name": "Patuxent Wildlife Research Center",
       "url": "https://www.usgs.gov/centers/pwrc"
     }
   ]
 }

}