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: Asymptotics in Statistics
    sub title: Some Basic Concepts
  name:
    name part: Cam, Lucien.
    role:
      role term: creator
  name:
    name part: Yang, Grace.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: nyu
    date issued: 1990
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (VIII, 180 pages)
  abstract: The book grew out of lectures given over a period of about 30 to 35 years on Asymptotic Methods in sta- tistics. Most current texts, except the monographs by Le Cam (Springer-Verlag 1986) and Strasser (1985) emphasize a theory based on maximum likelihood estimates while this text emphasizes approximation by Gaussian families of measures, as well as quadratic expansions of log likelihood. The book presents in a short form some of the main results acquired in the past twenty years in the field of asymptotic statistical inference. The methods can be used very widely. The basic theorems are presented at a level that should not disturb a beginning graduate student. The authors have attempted a unified approach, in a simple setting, to methods to be found only in papers or specialized books.
  table of contents: Preface -- Introduction -- Experiments, Deficiencies, Distances -- Contiguity -- Hellinger Transforms -- Limit Laws for Likelihood Ratios Obtained from Independent Observations -- Locally Asymptotically Normal Families -- Independent, Identically Distributed Observations -- On Bayes Procedures -- Bibliography -- Author Index -- Subject Index.
  note: by Lucien Cam, Grace Yang.
  note: Electronic resource.
  subject:
    topic: Statistics
  subject:
    topic: Statistics
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer series in statistics
  identifier: 9781468403770 (electronic bk.)
  identifier: 146840377X (electronic bk.)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260420214346.9
    record identifier: in00003545903
    language of cataloging:
      language term: eng