Statistical Methods for the Analysis of Repeated Measurements

• Main Author: Davis, Charles S. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2002.
• Series: Springer Texts in Statistics,
• Subjects: Mathematics.; Mathematical models.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Mathematical Modeling and Industrial Mathematics.; Statistics, general.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

This book provides a comprehensive summary of a wide variety of statistical methods for the analysis of repeated measurements. It is designed to be both a useful reference for practitioners and a textbook for a graduate-level course focused on methods for the analysis of repeated measurements. This...

Table of Contents:

• Univariate Methods
• Normal-Theory Methods: Unstructured Multivariate Approach
• Normal-Theory Methods: Multivariate Analysis of Variance
• Normal-Theory Methods: Repeated Measures ANOVA
• Normal-Theory Methods: Linear Mixed Models
• Weighted Least Squares Analysis of Repeated Categorical Outcomes
• Randomization Model Methods for One-Sample Repeated Measurements
• Methods Based on Extensions of Generalized Linear Models
• Nonparametric Methods.