By (author) A. C. Davison
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Statistical Models by A. C. Davison
Book DescriptionModels and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as well as on more standard topics such as likelihood and linear and generalized linear models. Each chapter contains a wide range of problems and exercises. Practicals in the S language designed to build computing and data analysis skills, and a library of data sets to accompany the book, are available over the Web.
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Book DetailsISBN: 9780521734493
(253mm x 177mm x 37mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 30-Jun-2008
Country of Publication: United Kingdom
Books By Author A. C. Davison
Applied Asymptotics, Hardback (May 2007)
First practical treatment of small-sample asymptotics, enabling practitioners to apply new methods with confidence.
Celebrating Statistics, Hardback (September 2005)
Originating from a meeting celebrating the 80th birthday of Sir David Cox, this book presents a collection of chapters by major statistical researchers on current developments across a wide range of research areas from epidemiology, environmental science, finance, computing and medicine.
Statistical Models, Hardback (August 2003)
This 2003 book gives an integrated development of models and likelihood that blends theory and practice.
Bootstrap Methods and their Application, Paperback (October 1997)» View all books by A. C. Davison
This book on statistical methods was first published in 1997 and has code on a supporting website.
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