Statistical Methods for the Analysis of Repeated Measurements
(Sprache: Englisch)
A comprehensive introduction to 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...
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A comprehensive introduction to 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. The important features of this book include a comprehensive coverage of classical and recent methods for continuous and categorical outcome variables; numerous homework problems at the end of each chapter; and the extensive use of real data sets in examples and homework problems.
Klappentext zu „Statistical Methods for the Analysis of Repeated Measurements “
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. The important features of this book include a comprehensive coverage of classical and recent methods for continuous and categorical outcome variables; numerous homework problems at the end of each chapter; and the extensive use of real data sets in examples and homework problems. The 80 data sets used in the examples and homework problems can be downloaded from www.springer-ny.com at the list of author websites. Since many of the data sets can be used to demonstrate multiple methods of analysis, instructors can easily develop additional homework problems and exam questions based on the data sets provided. In addition, overhead transparencies produced using TeX and solutions to homework problems.
Inhaltsverzeichnis zu „Statistical Methods for the Analysis of Repeated Measurements “
Introduction 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
Bibliographische Angaben
- Autor: Charles S. Davis
- 2003, 1st Corrected ed. 2002. Corr. 2nd printing 2003., 416 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, New York
- ISBN-10: 0387953701
- ISBN-13: 9780387953700
- Erscheinungsdatum: 06.11.2003
Sprache:
Englisch
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