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: Local regression and likelihood
  name:
    name part: Loader, Clive.
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: nyu
    date issued: 1999
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xiii, 290 pages) : illustrations.
  abstract: Separation of signal from noise is the most fundamental problem in data analysis, and arises in many fields, for example, signal processing, econometrics, acturial science, and geostatistics. This book introduces the local regression method in univariate and multivariate settings, and extensions to local likelihood and density estimation. Basic theoretical results and diagnostic tools such as cross validation are introduced along the way. Examples illustrate the implementation of the methods using the LOCFIT software.
  table of contents: Introduction -- Univariate Local Regression -- Multivariate Local Regression -- Local Likelihood Estimation -- Density Estimation -- LOCFIT: Some additional methods Survival and Failure Time Analysis -- Discrimination and Classification -- Goodness of Fit -- Bandwidth Selection -- Adaptive Parameter Choice -- Computational Methods -- Asymptotic Theory.
  note: Clive Loader.
  note: Electronic resource.
  note: Includes bibliographical references and index.
  subject:
    topic: Regression analysis
  subject:
    topic: Estimation theory
  subject:
    topic: Analyse de régression
  subject:
    topic: Estimation, Théorie de l'
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    topic: Regression Analysis
  subject:
    topic: Estimation theory
  subject:
    topic: Regression analysis
  subject:
    topic: Electronic books
  subject:
    topic: Electronic books
  classification: QA276.8 .L6 1999eb
  classification: 519.5/36
  related item:
    title info:
      title: Local regression and likelihood
    name:
      name part: Loader, Clive.
    origin info:
      publisher: New York : Springer, 1999
    identifier: (DLC) 99014732
    identifier: (OCoLC)41002673
  related item:
    title info:
      title: Statistics and computing
  identifier: 0387227326 (electronic bk.)
  identifier: 9780387227320 (electronic bk.)
  identifier: 9780387987750
  identifier: 0387987754
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: N$T
    record creation date: 040331
    record change date: 20260420202114.5
    record identifier: in00003502255
    language of cataloging:
      language term: eng