Longitudinal Data with Serial Correlation

A State-Space Approach

Richard .H. Jones (Autor)

Buch | Hardcover

240 Seiten

1993
Chapman & Hall/CRC (Verlag)
978-0-412-40650-8 (ISBN)

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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.

Jones, Richard .H.

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

Erscheint lt. Verlag	1.2.1993
Sprache	englisch
Maße	152 x 229 mm
Gewicht	489 g
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-10	0-412-40650-0 / 0412406500
ISBN-13	978-0-412-40650-8 / 9780412406508
Zustand	Neuware