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出版者:Cambridge University Press

作者:A. C. Davison

出品人:

页数:736

译者:

出版时间:2008-6-30

价格:USD 58.99

装帧:

isbn号码:9780521734493

丛书系列:Cambridge Series in Statistical and Probabilistic Mathematics

图书标签:

统计学
数学
教材
Statistics
统计导论
方法论
Quant

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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.