Science/Engineering Longitudinal Data Analysis (Wiley Series in Probability and Statistics) (0471420271)

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Longitudinal Data Analysis (Wiley Series in Probability and Statistics)

Longitudinal data analysis for biomedical and behavioral sciences This innovative book sets forth and describes methods for the analysis of longitudinaldata, emphasizing applications to problems in the biomedical and behavioral sciences. Reflecting the growing importance and use of longitudinal data across many areas of research, the text is designed to help users of statistics better analyze and understand this type of data.

Much of the material from the book grew out of a course taught by Dr. Hedeker on longitudinal data analysis. The material is, therefore, thoroughly classroom tested and includes a number of features designed to help readers better understand and apply the material. Statistical procedures featured within the text include:

* Repeated measures analysis of variance

* Multivariate analysis of variance for repeated measures

* Random-effects regression models (RRM)

* Covariance-pattern models

* Generalized-estimating equations (GEE) models

* Generalizations of RRM and GEE for categorical outcomes

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