1 Ocak 2018 Dergi makalesi Açık Erişim

Donovan, D.; Burrage, K.; Burrage, P.; McCourt, T. A.; Thompson, B.; Yazici, E. S.

JSON-LD (schema.org)

{
  "@context": "https://schema.org/", 
  "@id": 30475, 
  "@type": "ScholarlyArticle", 
  "creator": [
    {
      "@type": "Person", 
      "affiliation": "Univ Queensland, Sch Math & Phys, Brisbane, Qld 4072, Australia", 
      "name": "Donovan, D."
    }, 
    {
      "@type": "Person", 
      "name": "Burrage, K."
    }, 
    {
      "@type": "Person", 
      "affiliation": "Queensland Univ Technol, ARC Ctr Excellence Math & Stat Frontiers, Brisbane, Qld, Australia", 
      "name": "Burrage, P."
    }, 
    {
      "@type": "Person", 
      "affiliation": "Univ Plymouth, Dept Math & Stat, Plymouth, Devon, England", 
      "name": "McCourt, T. A."
    }, 
    {
      "@type": "Person", 
      "affiliation": "Univ Queensland, Sch Math & Phys, Brisbane, Qld 4072, Australia", 
      "name": "Thompson, B."
    }, 
    {
      "@type": "Person", 
      "affiliation": "Koc Univ, Dept Math, TR-34450 Istanbul, Turkey", 
      "name": "Yazici, E. S."
    }
  ], 
  "datePublished": "2018-01-01", 
  "description": "In this paper we use counting arguments to prove that the expected percentage coverage of a d dimensional parameter space of size n when performing k trials with either Latin Hypercube sampling or Orthogonal Array-based Latin Hypercube sampling is the same. We then extend these results to an experimental design setting by projecting onto a t < d dimensional subspace. These results are confirmed by simulations. The theory presented has both theoretical and practical significance in modelling and simulation science when sampling over high dimensional spaces. (C) 2017 Elsevier Inc. All rights reserved.", 
  "headline": "Estimates of the coverage of parameter space by Latin Hypercube and Orthogonal Array-based sampling", 
  "identifier": 30475, 
  "image": "https://aperta.ulakbim.gov.tr/static/img/logo/aperta_logo_with_icon.svg", 
  "license": "http://www.opendefinition.org/licenses/cc-by", 
  "name": "Estimates of the coverage of parameter space by Latin Hypercube and Orthogonal Array-based sampling", 
  "url": "https://aperta.ulakbim.gov.tr/record/30475"
}