Searle, Shayle R. creator Casella, George McCulloch, Charles E. text xxu New Jersey Wiley 2006 monographic eng

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xxiii, 501p.: 24cm. Contents: Introduction -- History and comment -- The 1-way classification -- Balanced data -- Analysis of variance estimation for unbalanced data -- Maximum likelihood (ML) and restricted maximum likelihood(REML) -- Prediction of random variables -- Computing ML and REML estimates -- Hierarchical models and bayesian estimation -- Binary and discrete data -- Other procedures -- The Dispersion-mean model -- Appendix F: estimation formulae for unbalanced data -- Appendix M: some results in matrix algebra -- Appendix S: some results in statistics. Shayle R. Searle, George Cassella and Charles E. McCulloch Includes index QA279.S43 9780470009598 141110