图书标签: Statistics 数据分析 Textbook Agresti 统计学 美国 统计 社会学/人类学
发表于2024-11-26
Categorical Data Analysis pdf epub mobi txt 电子书 下载 2024
Praise for the Second Edition: "A must-have book for anyone expecting to do research and/or applications in categorical data analysis". ("Statistics in Medicine"). "It is a total delight reading this book". ("Pharmaceutical Research"). "If you do any analysis of categorical data, this is an essential desktop reference". ("Technometrics"). The use of statistical methods for analyzing categorical data has increased dramatically, particularly in the biomedical, social sciences, and financial industries. Responding to new developments, this book offers a comprehensive treatment of the most important methods for categorical data analysis. "Categorical Data Analysis, Third Edition" summarizes the latest methods for univariate and correlated multivariate categorical responses. Readers will find a unified generalized linear models approach that connects logistic regression and Poisson and negative binomial loglinear models for discrete data with normal regression for continuous data. This edition also features: an emphasis on logistic and probit regression methods for binary, ordinal, and nominal responses for independent observations and for clustered data with marginal models and random effects models; two new chapters on alternative methods for binary response data, including smoothing and regularization methods, classification methods such as linear discriminant analysis and classification trees, and cluster analysis; new sections introducing the Bayesian approach for methods in that chapter; more than 100 analyses of data sets and over 600 exercises; notes at the end of each chapter that provide references to recent research and topics not covered in the text, linked to a bibliography of more than 1,200 sources; and, a supplementary website showing how to use R and SAS; for all examples in the text, with information also about SPSS and Stata and with exercise solutions. "Categorical Data Analysis, Third Edition" is an invaluable tool for statisticians and methodologists, such as biostatisticians and researchers in the social and behavioral sciences, medicine and public health, marketing, education, finance, biological and agricultural sciences, and industrial quality control.
甭说了吧,categorical data analysis方面的书,不看Alan Agresti 的,还看谁的呢?呵呵
Harris Khamis老师是这本书众多数据和例子的提供者,非常感谢指导,是今年读的最舒服的一课了。读完后发现实验设计和抽样的基础好差。之后会经常回看的书
评分真的觉得这本教材编得不太好,方法都没讲透,开篇那几个test对于没有asymptotic theory基础的学生来说很难完全理解。
评分期末死看一周终于活过来了。。。这个算是我有成就感在top里的一次逆袭考试吧。。。虽然过程及其绝望。。。
评分…………完全没想到老爷子讲都没讲课本………………
评分做分类不找AA不靠谱。
这本书真的很好。我读了很大一部分,没有完全读完。许多我之前学generalized linear model遇到的困难在这本书上多少都会提到,例如各类ordinal regression的情况。我们知道在心理学,计量经济学等学科,许多时候信息依赖于问卷调查之类的评分。这方面的统计信息如何做推断一直...
评分这本书真的很好。我读了很大一部分,没有完全读完。许多我之前学generalized linear model遇到的困难在这本书上多少都会提到,例如各类ordinal regression的情况。我们知道在心理学,计量经济学等学科,许多时候信息依赖于问卷调查之类的评分。这方面的统计信息如何做推断一直...
评分这本书真的很好。我读了很大一部分,没有完全读完。许多我之前学generalized linear model遇到的困难在这本书上多少都会提到,例如各类ordinal regression的情况。我们知道在心理学,计量经济学等学科,许多时候信息依赖于问卷调查之类的评分。这方面的统计信息如何做推断一直...
评分这本书真的很好。我读了很大一部分,没有完全读完。许多我之前学generalized linear model遇到的困难在这本书上多少都会提到,例如各类ordinal regression的情况。我们知道在心理学,计量经济学等学科,许多时候信息依赖于问卷调查之类的评分。这方面的统计信息如何做推断一直...
评分这本书真的很好。我读了很大一部分,没有完全读完。许多我之前学generalized linear model遇到的困难在这本书上多少都会提到,例如各类ordinal regression的情况。我们知道在心理学,计量经济学等学科,许多时候信息依赖于问卷调查之类的评分。这方面的统计信息如何做推断一直...
Categorical Data Analysis pdf epub mobi txt 电子书 下载 2024