This monograph is written for students at the graduate level in biostatistics, statistics or other disciplines that collect longitudinal data. It concentrates on the state space approach that provides a convenient way to compute likelihoods using the Kalman filter.
By:
Richard .H. Jones Imprint: Chapman & Hall/CRC Country of Publication: United Kingdom Dimensions:
Height: 229mm,
Width: 152mm,
Weight: 453g ISBN:9780367450083 ISBN 10: 0367450089 Pages: 240 Publication Date:02 December 2019 Audience:
General/trade
,
Professional and scholarly
,
College/higher education
,
ELT Advanced
,
Undergraduate
Format:Paperback Publisher's Status: Active
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