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: Lectures on empirical processes
  title info:
    sub title: Theory and statistical applications
  title info: title
  name:
    name part: Del Barrio, Eustasio
    role:
      role term: creator
  type of resource: text
  origin info:
    place:
      place term: xx
    place:
      place term: Zurich, Switzerland
    publisher: European Mathematical Society
    date issued: 2007
    date issued: 9999
    issuance: monographic
  language:
    language term: und
  physical description:
    form: print
  abstract: The theory of empirical processes constitutes the mathematical toolbox of asymptotic statistics. Its growth was accelerated by the 1950s work on the Functional Central Limit Theorem and the Invariance Principle. The theory has developed in parallel with statistical methodologies, and has been successfully applied to a large diversity of problems related to the asymptotic behaviour of statistical procedures. The three sets of lecture notes in the book offer a wide panorama of contemporary empirical processes theory. Techniques are developed in the framework of probability in Banach spaces, Hungarian-style strong approximations, using tools from general stochastic process theory. Other tools appear in this text in connection with historical as well as modern applications, such as goodness-of-fit tests, density estimation or general M-estimators. This book gives an excellent overview of the broad scope of the theory of empirical processes. It will be an invaluable aid for students and researchers interested in an advanced and well-documented approach to the selected topics. A publication of the European Mathematical Society (EMS). Distributed within the Americas by the American Mathematical Society.
  note: Eustasio del Barrio, Paul Deheuvels, Sara van de Geer
  subject:
    topic: Mathematical statistics,Thống kê toán
  subject:
    topic: Asymptotic theory.,Thuyết tiệm cận
  classification: 516.3
  classification: B275
  record info:
    record creation date: 210402
    record identifier: CTU_134119