Exact tests for the equality of several linear models are developed using permutation techniques. Two cases of the linear model, characterized by either stochastic or nonstochastic predictors, are considered: th
An Introduction to Generalized Linear ModelsLinear models (StatisticsSomewhat revised new edition of the author's An introduction to statistical modelling (1983), intended to acquaint graduate students and advanced undergraduates with the theoretical and practical fundamentals of the topic to which the ...
Motivation In this lecture we extend the ideas of linear regression to the more general idea of a generalized linear model (GLM). The essence of linear models is that the response variable is continuous and normally distributed: here we relax these assumptions and consider cases where the ...
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...
An Introduction To Generalized Linear Models - Solutions (Third Edition, 2008) By Annette Dobson Adrian Barnett文档.pdf23页 内容提供方:seunk 大小:514.94 KB 字数:约7.07万字 发布时间:2018-04-07发布于湖北 浏览人气:83 下载次数:仅上传者可见 ...
Although a very useful framework, there are some situations where general l inear models are not appropriate , the range of Y is restricted (e g binary, count) , thevariance of Y depends on the mean Generalized linear models extend the general l inear model framework to address both of ...
An Introduction To Generalized Linear Models - Solutions (Third Edition, 2008) By Annette Dobson & Adrian Barnett 热度: Chapman & Hall - An Introduction to Generalized Linear Models, Second Edition - Annette J. Dobson, Annette.J. Dobson - 1584881658.pdf 热度: Generalized Additive Models_...
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An Introduction to Generalized Linear Models. By A. J. Dobson. ISBN 0 412 31110 0. Chapman and Hall, London, 1990. 174 pp. 13.50.doi:10.2307/2347633Meech, RobertJohn Wiley & Sons, LtdJournal of the Royal Statistical Society: Series C (Applied Statistics)...