甭說瞭吧,categorical data analysis方麵的書,不看Alan Agresti 的,還看誰的呢?嗬嗬
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.
發表於2024-11-28
Categorical Data Analysis 2024 pdf epub mobi 電子書 下載
這本書真的很好。我讀瞭很大一部分,沒有完全讀完。許多我之前學generalized linear model遇到的睏難在這本書上多少都會提到,例如各類ordinal regression的情況。我們知道在心理學,計量經濟學等學科,許多時候信息依賴於問捲調查之類的評分。這方麵的統計信息如何做推斷一直...
評分這本書真的很好。我讀瞭很大一部分,沒有完全讀完。許多我之前學generalized linear model遇到的睏難在這本書上多少都會提到,例如各類ordinal regression的情況。我們知道在心理學,計量經濟學等學科,許多時候信息依賴於問捲調查之類的評分。這方麵的統計信息如何做推斷一直...
評分這本書真的很好。我讀瞭很大一部分,沒有完全讀完。許多我之前學generalized linear model遇到的睏難在這本書上多少都會提到,例如各類ordinal regression的情況。我們知道在心理學,計量經濟學等學科,許多時候信息依賴於問捲調查之類的評分。這方麵的統計信息如何做推斷一直...
評分這本書真的很好。我讀瞭很大一部分,沒有完全讀完。許多我之前學generalized linear model遇到的睏難在這本書上多少都會提到,例如各類ordinal regression的情況。我們知道在心理學,計量經濟學等學科,許多時候信息依賴於問捲調查之類的評分。這方麵的統計信息如何做推斷一直...
評分這本書真的很好。我讀瞭很大一部分,沒有完全讀完。許多我之前學generalized linear model遇到的睏難在這本書上多少都會提到,例如各類ordinal regression的情況。我們知道在心理學,計量經濟學等學科,許多時候信息依賴於問捲調查之類的評分。這方麵的統計信息如何做推斷一直...
圖書標籤: Statistics 數據分析 Textbook Agresti 統計學 美國 統計 社會學/人類學
Harris Khamis老師是這本書眾多數據和例子的提供者,非常感謝指導,是今年讀的最舒服的一課瞭。讀完後發現實驗設計和抽樣的基礎好差。之後會經常迴看的書
評分能想象一門課參考書六本都要看要考的嗎
評分期末死看一周終於活過來瞭。。。這個算是我有成就感在top裏的一次逆襲考試吧。。。雖然過程及其絕望。。。
評分…………完全沒想到老爺子講都沒講課本………………
評分STA 138 Categorical Data Analysis 課本
Categorical Data Analysis 2024 pdf epub mobi 電子書 下載