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: Logistic Regression with Missing Values in the Covariates
  name:
    name part: Vach, Werner.
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: nyu
    date issued: 1994
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (ix, 139 pages)
  abstract: In many areas of science a basic task is to assess the influence of several factors on a quantity of interest. If this quantity is binary logistic, regression models provide a powerful tool for this purpose. This monograph presents an account of the use of logistic regression in the case where missing values in the variables prevent the use of standard techniques. Such situations occur frequently across a wide range of statistical applications. The emphasis of this book is on methods related to the classical maximum likelihood principle. The author reviews the essentials of logistic regression and discusses the variety of mechanisms which might cause missing values while the rest of the book covers the methods which may be used to deal with missing values and their effectiveness. Researchers across a range of disciplines and graduate students in statistics and biostatistics will find this a readable account of this.
  note: by Werner Vach.
  note: Electronic resource.
  subject:
    topic: Mathematics
  subject:
    topic: Statistics
  subject:
    topic: Mathematics
  subject:
    topic: Statistics
  classification: QA1-939
  classification: 510
  related item:
    title info:
      title: Lecture notes in statistics (Springer-Verlag) ; 86
  identifier: 9781461226505 (electronic bk.)
  identifier: 1461226503 (electronic bk.)
  identifier: 9780387942636
  identifier: 0387942637
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 121227
    record change date: 20260422195547.8
    record identifier: in00003569240
    language of cataloging:
      language term: eng