Essec\Faculty\Model\Contribution {#2233
  #_index: "academ_contributions"
  #_id: "12545"
  #_source: array:26 [
    "id" => "12545"
    "slug" => "smc2-an-efficient-algorithm-for-sequential-analysis-of-state-space-models"
    "yearMonth" => "2013-06"
    "year" => "2013"
    "title" => "SMC2: an efficient algorithm for sequential analysis of state space models"
    "description" => "CHOPIN, N., JACOB, P. et PAPASPILIOPOULOS, O. (2013). SMC2: an efficient algorithm for sequential analysis of state space models. <i>Journal of the Royal Statistical Society: Series B (Statistical Methodology)</i>, 75(3), pp. 397-426."
    "authors" => array:3 [
      0 => array:3 [
        "name" => "JACOB Pierre"
        "bid" => "B00795650"
        "slug" => "jacob-pierre"
      ]
      1 => array:1 [
        "name" => "CHOPIN N."
      ]
      2 => array:1 [
        "name" => "PAPASPILIOPOULOS O."
      ]
    ]
    "ouvrage" => ""
    "keywords" => []
    "updatedAt" => "2023-01-27 01:00:40"
    "publicationUrl" => "https://doi.org/10.1111/j.1467-9868.2012.01046.x"
    "publicationInfo" => array:3 [
      "pages" => "397-426"
      "volume" => "75"
      "number" => "3"
    ]
    "type" => array:2 [
      "fr" => "Articles"
      "en" => "Journal articles"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "We consider the generic problem of performing sequential Bayesian inference in a state space model with observation process y, state process x and fixed parameter θ."
      "en" => "We consider the generic problem of performing sequential Bayesian inference in a state space model with observation process y, state process x and fixed parameter θ."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2024-11-21T19:21:45.000Z"
    "docTitle" => "SMC2: an efficient algorithm for sequential analysis of state space models"
    "docSurtitle" => "Articles"
    "authorNames" => "<a href="/cv/jacob-pierre">JACOB Pierre</a>, CHOPIN N., PAPASPILIOPOULOS O."
    "docDescription" => "<span class="document-property-authors">JACOB Pierre, CHOPIN N., PAPASPILIOPOULOS O.</span><br><span class="document-property-authors_fields">Systèmes d'Information, Data Analytics et Opérations</span> | <span class="document-property-year">2013</span>"
    "keywordList" => ""
    "docPreview" => "<b>SMC2: an efficient algorithm for sequential analysis of state space models</b><br><span>2013-06 | Articles </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://doi.org/10.1111/j.1467-9868.2012.01046.x" target="_blank">SMC2: an efficient algorithm for sequential analysis of state space models</a>"
  ]
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 8.763928
  +"parent": null
}