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

Rao, Poduri S.R.S.

 
9780412728600: Variance Components: Mixed Models, Methodologies and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Hardcover
ISBN 10: 0412728605 ISBN 13: 9780412728600
Publisher: Chapman and Hall/CRC, 1997
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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.

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Review:
"This is an intermediate level monograph on variance component estimation. It is concise and well written... I recommend this book to any practicing statistician or researcher. It could also be used to supplement an intermediate or advanced course on linear models, analysis of variance, or variance components." -Technometrics, February 2002

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  • PublisherChapman and Hall/CRC
  • Publication date1997
  • ISBN 10 0412728605
  • ISBN 13 9780412728600
  • BindingHardcover
  • Edition number1
  • Number of pages350

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Rao, Poduri S.R.S.
Published by CHAPMAN & HALL (1997)
ISBN 10: 0412728605 ISBN 13: 9780412728600
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Book Description Hardcover. Condition: New. No Jacket. 1st Edition. This is a new hardcover first edition, first printing copy, no DJ, slick dark green binding. 204 pages with index. Seller Inventory # 103845

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