rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Spatial and spatio-temporal Bayesian models with R-INLA
  name:
    name part: Blangiardo, Marta
    role:
      role term: creator
    role:
      role term: aut
  name:
    name part: Cameletti, Michela
    role:
      role term: aut
  type of resource: text
  genre: handbook
  genre: příručky
  genre: handbooks and manuals
  origin info:
    place:
      place term: xxk
    date issued: 2015
    edition: First published
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    form: regular print
    extent: xii, 308 stran : ilustrace, mapy ; 24 cm
  abstract: Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio­-temporal models used within the Bayesian framework and a series of practical examples which allow the reader to link the statistical theory presented to real data problems. The numerous examples from the fields of epidemiology, biostatistics and social science all are coded in the R package R-INLA, which has proven to be a valid alternative to the commonly used Markov Chain Monte Carlo simulations
  target audience: specialized
  note: Marta Blangiardo , Michela Cameletti
  note: Obsahuje bibliografie a rejstřík
  subject:
    topic: Bayesova teorie
  subject:
    topic: prostorová statistika
  subject:
    topic: matematické modely
  subject:
    topic: časoprostorová data
  subject:
    topic: R (software)
  subject:
    topic: Bayesian theory
  subject:
    topic: spatial statistics
  subject:
    topic: mathematical models
  subject:
    topic: spatio-temporal data
  subject:
    topic: R (software)
  classification: 519.226
  classification: 519.22-023.5
  classification: 519.673
  classification: 519.25-022.3-023.5
  classification: 004.42R
  classification: (035)
  identifier: 9781118326558
  record info:
    record content source: GBV
    record creation date: 150121
    record change date: 20240829161804.0
    record identifier: 86616
    language of cataloging:
      language term: cze