Longitudinal Data with Serial Correlation: A State-Space Approach

ISBN-13: 9780412406508 / Angielski / Twarda / 1993 / 240 str.

R. H. Jones; Jones H. Jones; Richard H. Jones

Opis

The emphasis in this book is on methods for analyzing unbalanced repeated measures of longitudinal data with possible serial correlation. This can be as simple as a repeated measures experiment with missing observations, or as complicated as time response curves for groups of subjects where each subject is observed at different times.

Spis treści

1. Introduction 2. A General Linear Mixed Model 3. First Order Autoregressive Errors 4. State Space Representations 5. The Laird-Ware Model in State Space Form 6. Autoregressive Moving Average Errors 7. Nonlinear Models 8. Multivariate Models

O autorze

Jones, Richard .H.