Books  Data Analysis & Modelling  Data Analysis & Statistics 

Variance Components Estimation: Mixed Models, Methodologies and Applications

Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability Volume: 78

Edited By: Poduri SRS Rao

204 pages, Tabs

North-Holland

Hardback | Dec 1997 | #102930 | ISBN: 0412728605
Availability: Usually dispatched within 6 days Details
NHBS Price: £79.99 $100/€95 approx

About this book

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.


Contents

The Study of Variation. One-Way Classification. Two-Way Cross-Classification. Randomized Blocks. BIBDs and Latin Squares. Nested Classifications. Maximum Likelihood Estimation. The MINQUE and MIVQUE. Non-Negative Estimation of Variance Components.Confidence Intervals. Genetic and Environmental Effects.

Write a review

There are currently no reviews for this product. Be the first to review this product!

Bestsellers in this subject

Statistics for Ecologists Using R and Excel

NHBS Special Offer Price: £14.99 £29.99 (Save £15.00) $19/€18 approx (ends 31/03/2017)

Camera Trapping for Wildlife Research

NHBS Price: £34.99 $44/€41 approx

Getting Started with R

Clearance price: £14.29 £21.99 (Save £7.70) $18/€17 approx

Data Analysis in Vegetation Ecology

NHBS Special Offer Price: £24.99 £42.50 (Save £17.51) $31/€30 approx (ends 31/03/2017)

Handbook of Meta-analysis in Ecology and Evolution

NHBS Special Offer Price: £36.99 £62.95 (Save £25.96) $46/€44 approx (ends 31/03/2017)