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Wu, Lang, 1963-

Mixed effects models for complex data / Lang Wu. - Boca Raton, FL : Chapman & Hall/CRC Press, 2010. - xx, 419 p. : ill. ; 25 cm. - Monographs on statistics and applied probability ; 113. .

Includes bibliographical references and index.

Mixed effects models -- Missing data, measurement errors, and outliers -- Mixed effects models with missing data -- Mixed effects models with measurement errors -- Mixed effects models with censoring -- Survival mixed effects (frailty) models -- Joint modeling longitudinal and survival data -- Robust mixed effects models -- Generalized estimating equations (GEEs) -- Bayesian mixed effects models.

ISBN: 9781420074024 (hardcover : alk. paper) 1420074024 (hardcover : alk. paper)

Subjects--Topical Terms:
Multilevel models (Statistics)
Mathematical statistics--Longitudinal studies.

LC Class. No.: QA278 / .W85 2010

Dewey Class. No.: 519.54 / W85