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广义线性模型导论 (澳)安妮特 J.杜布森(Annette J.Dobson),(澳)艾德里安 G.巴奈特(Adrian 新华书店正版,关注店铺成为会员可享店铺专属优惠,团购客户请咨询在线客服!
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Product Details 基本信息 ISBN-13 书号 9781138741683 Author 作者 Annette J. Dobson and Adrian Barnett Format 版本 精装 Pages Number 页数 392页 Publisher 出版社 Chapman and Hall/CRC Publication Date 出版日期 2018-05-04 Language 语种 英语 Book Contents 内容简介 An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice.
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Product Details 基本信息 ISBN-13 书号 9781138741515 Author 作者 Annette J. Dobson and Adrian Barnett Format 版本 平装-胶订 Pages Number 页数 392页 Publication Date 出版日期 2018-05-04 Language 语种 英语 Book Contents 内容简介 An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice. Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming thi
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Product Details 基本信息 ISBN-13 书号 9781584889502 Author 作者 Annette J. Dobson and Adrian Barnett Format 版本 精装 Pages Number 页数 320页 Publication Date 出版日期 2008-05-12 Shipping Weight 商品重量 453g Language 语种 英语 Book Contents 内容简介 Updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis, this new edition of a bestseller continues to provide a cohesive framework for statistical modeling. Emphasizing numerical and graphical methods, it enables readers to understand the unifying structure that underpins GLMs. The text discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, and longitudinal analysis. It contains numerous examples from business, medicine, engineering, and the social sciences and offers the data sets and solutions to the exercises online.
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Product Details 基本信息 ISBN-13 书号 9787111503187 Author 作者 (澳)安妮特 J.杜布森(Annette J.Dobson),(澳)艾德里安 G.巴奈特(Adrian G.Barnet Format 版本 平装-胶订 Pages Number 页数 307页 Publisher 出版社 机械工业出版社 Publication Date 出版日期 2015-06-01 Product Dimensions 商品尺寸 16开 Language 语种 其它(含多语) Book Contents 内容简介 本书首先介绍了广义线性模型的理论背景,其次着重分析特定类型的数据,其中包含正态分布、泊松分布和二项分布;线性回归模型;经典的估计和模型拟合方法;以及统计推断的方法。在此基础上,作者又探究了线性回归、方差分析(ANOVA)、逻辑斯谛回归、对数线性模型、生存分析、多水平建模、贝叶斯分析和马尔可夫链蒙特卡罗方法(MCMC)。书中为统计建模提供了一个紧密的框架,更强调数值和图
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