Bayesian smoothing and regression for longitudinal, spatial and event history data

Bringing together recent advances in smoothing and semiparametric regression from a Bayesian perspective, this book demonstrates, with worked examples, theapplication of these statistical methods to a variety of fields including forestry, development economics, medicine and marketing. INDICE: 1: Introduction: Scope of the Book and Applications; 2: Basic Concepts for Smoothing and Semiparametric Regression; 3: Generalised Linear Mixed Models; 4: Semiparametric Mixed Models for Longitudinal Data; 5: Spatial Smothing, Interactions and Geoadditive Regression; 6: Event History Data

• ISBN: 978-0-19-953302-2
• Editorial: Oxford University
• Encuadernacion: Cartoné
• Páginas: 536
• Fecha Publicación: 01/04/2011
• Nº Volúmenes: 1
• Idioma: Inglés