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:
    non sort: An
    title: EM-AVE algorithm for variance component estimation with simple diagnostics
  title info:
    title: Expectation-maximization average variance extracted algorithm for variance component estimation with simple diagnostics
  name:
    name part: Hocking, R. R. (Ronald R.)
    name part: 1932-
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Gómez Meza, Marco V.
    role:
      role term: author.
  name:
    name part: Texas A & M University
    name part: Department of Statistics,
    role:
      role term: issuing body.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: txu
    date issued: 1992
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: 33 leaves, 2 unnumbered leaves : illustrations ; 28 cm
  abstract: The purpose of this paper is to describe a new approach to computing estimates of variance components in a general class of unbalanced, mixed linear models. The computation is based on the method of restricted maximum likelihood (REML) and uses a combination of the EM algorithm and the AVE approach which has been applied in balanced designs. An added feature of the procedure is that it yields simple diagnostic information on the data and the model assumptions. A numerical example which illustrates the procedure and the diagnostic analysis is included.
  note: R.R. Hocking and M.V. Gomez-Meza.
  note: Includes bibliographical references (leaves 32-33).
  subject:
    topic: Expectation-maximization algorithms
  subject:
    topic: Analysis of variance
  subject:
    topic: Analysis of covariance
  subject:
    topic: Linear models (Statistics)
  subject:
    topic: Estimation theory
  subject:
    topic: Mathematical statistics
  subject:
    topic: Statistics
    topic: Linear inference, regression
    topic: Diagnostics
  subject:
    topic: Mixed models
  subject:
    topic: REML estimation
  subject:
    topic: Restricted maximum likelihood estimation
  subject:
    topic: Residual maximum likelihood estimation
  subject:
    topic: Reduced maximum likelihood estimation
  subject:
    topic: EM algorithm
  subject:
    topic: AVE method
  subject:
    topic: Average variance extracted method
  classification: QA276.A12 T4 no.185
  related item:
    title info:
      title: Technical report (Texas A & M University. Department of Statistics) ; no. 185
  record info:
    record content source: TXA
    record creation date: 180412
    record change date: 20180412100358.0
    record identifier: in00004017524
    language of cataloging:
      language term: eng