Statistical Models

Name: Statistical Models
Price: 35.47 USD
Availability: InStock
ISBN: 9780521734493

ISBN-10: 0521734495

ISBN-13: 9780521734493

Edition: 2008

Authors: A. C. Davison

List price: $69.99

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Description:

Models and likelihood are the backbone of modern statistics and data analysis. The coverage is unrivalled, 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. Anthony Davison blends theory and practice to provide an integrated text for advanced undergraduate and graduate students, researchers and practicioners. Its comprehensive coverage makes this the standard text and reference in the subject.

Book details

List price: $69.99
Copyright year: 2008
Publisher: Cambridge University Press
Publication date: 6/30/2008
Binding: Paperback
Pages: 738
Size: 7.00" wide x 10.00" long x 1.50" tall
Weight: 3.674
Language: English




Introduction



Variation



Uncertainty



Likelihood



Models



Stochastic models



Estimation and hypothesis testing



Linear regression models



Designed experiments



Nonlinear regression models



Bayesian models



Conditional and marginal inference