Title: Variance Components: Mixed Models, Methodologies and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability 78)
Publisher: CHAPMAN & HALL
Publication Date: 1997
Language: English
ISBN 10: 0412728605
ISBN 13: 9780412728600
Binding: Hardcover
Edition: 1st Edition
Printing: 1st Printing
Condition: New
Dust Jacket Condition: No Jacket

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Synopsis

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.

About the Author

Rao\, Poduri S.R.S.

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