Mixed effects models for complex data

Title:

Author:

Wu, Lang, 1963-

ISBN:

9781420074086

Publication Information:

Boca Raton : Chapman & Hall/CRC Press, c2010.

Physical Description:

xx, 419 p. : ill.

Series:

Monographs on statistics and applied probability ; 113

Series Title:

Monographs on statistics and applied probability ; 113

Contents:

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.

Subject Term:

Multilevel models (Statistics)

Mathematical statistics -- Longitudinal studies.

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