Variance Components: Mixed Models, Methodologies and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Rao, Poduri S.R.S.

ISBN 10: 0412728605 / ISBN 13: 9780412728600

Published by Chapman and Hall/CRC, 1997

About this Item

Seller Inventory # mon0004041837

Bibliographic Details

• Title: Variance Components: Mixed Models, Methodologies and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
• Publisher: Chapman and Hall/CRC
• Publication Date: 1997
• Language: English
• ISBN 10: 0412728605
• ISBN 13: 9780412728600
• Binding: hardcover
• Condition: Very Good

About this title

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.