Book Details

Modeling Longitudinal Data

Publication year: 2005

ISBN: 978-0-387-28314-2

Internet Resource: Please Login to download book


This book teaches the art and statistical science of modern longitudinal data analysis. The author emphasizes specifying, understanding, and interpreting longitudinal data models. He inspects the longitudinal data graphically, analyzes the time trend and covariates, models the covariance matrix, and then draws conclusions. The book has many figures and tables illustrating longitudinal data and numerous homework problems. The associated web site contains many longitudinal data sets, examples of computer code, and labs to re-enforce the material.


Subject: Mathematics and Statistics, Analysis of variance, Covariance matrix, Excel, Regression analysis, data analysis, modeling, sets