Log-Linear Models and Logistic Regression 2024 pdf epub mobi 电子书

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发表于2024-05-08

Log-Linear Models and Logistic Regression 2024 pdf epub mobi 电子书

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出版者:Springer

作者:Ronald Christensen

出品人:

页数:484

译者:

出版时间:1997-9-18

价格:USD 144.00

装帧:Hardcover

isbn号码:9780387982472

丛书系列:Springer Texts in Statistics

图书标签: 统计学 statistics

Log-Linear Models and Logistic Regression 2024 pdf epub mobi 电子书图书描述

The primary focus here is on log-linear models for contingency tables, but in this second edition, greater emphasis has been placed on logistic regression. The book explores topics such as logistic discrimination and generalised linear models, and builds upon the relationships between these basic models for continuous data and the analogous log-linear and logistic regression models for discrete data. It also carefully examines the differences in model interpretations and evaluations that occur due to the discrete nature of the data. Sample commands are given for analyses in SAS, BMFP, and GLIM, while numerous data sets from fields as diverse as engineering, education, sociology, and medicine are used to illustrate procedures and provide exercises. Throughoutthe book, the treatment is designed for students with prior knowledge of analysis of variance and regression.

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