bokomslag Variance Components
Vetenskap & teknik

Variance Components

Poduri S R S Rao

Inbunden

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  • 350 sidor
  • 1997
Variance Components Estimation deals with the evaluation of the variation between observable data or classes of data. This is an up-to-date, comprehensive work that is both theoretical and applied. Topics include ML and REML methods of estimation; Steepest-Acent, Newton-Raphson, scoring, and EM algorithms; MINQUE and MIVQUE, confidence intervals for variance components and their ratios; Bayesian approaches and hierarchical models; mixed models for longitudinal data; repeated measures and multivariate observations; as well as non-linear and generalized linear models with random effects.
  • Författare: Poduri S R S Rao
  • Format: Inbunden
  • ISBN: 9780412728600
  • Språk: Engelska
  • Antal sidor: 350
  • Utgivningsdatum: 1997-06-01
  • Förlag: CRC Press