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Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 11) by Anthony Christopher Davison is a nonfiction available to read on EtoBox.

What is Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 11) about?

1 online resource (x, 726 pages) : Models 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 Includes bibliographical references (pages 699-711) and indexes Variation -- Uncertainty -- Likelihood -- Models -- Stochastic models -- Estimation and hypothesis testing -- Linear regression models -- Designed experiments -- Nonlinear regression models -- Bayesian models -- Conditional and marginal inference Print versi

Who reads Statistical Models (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 11)?

Author

Anthony Christopher Davison

Publisher

Cambridge, U.K. ; New York: Cambridge University Press

Published

2003

Language

EN

ISBN

9780521734493

Category

nonfiction

Subjects

Mathematics, Stem