Longitudinal Data with Serial Correlation: A State-Space Approach
Autor Richard .H. Jonesen Limba Engleză Paperback – 2 dec 2019
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Specificații
ISBN-13: 9780367450083
ISBN-10: 0367450089
Pagini: 240
Dimensiuni: 152 x 229 x 13 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 0367450089
Pagini: 240
Dimensiuni: 152 x 229 x 13 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
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Public țintă
Professional Practice & DevelopmentCuprins
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
Descriere
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.