Categorical data analysis using the sas® system, 2nd edition
Categorical data analysis using the sas® system, 2nd edition
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使用 sas® 系统进行分类数据分析，第二版
DOI：
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发表时间：
2000
期刊：
影响因子：
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通讯作者：
G. Koch
中科院分区：
文献类型：
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作者：
M. Stokes;C. S. Davis;G. Koch
统计学家和研究人员会发现这本书是一个有用的讨论分类数据分析技术，以及一个宝贵的援助，在应用这些方法与SAS。来自广泛应用的实际示例说明了FREQ、LOGISTIC、GENMOD和CATMOD程序在各种分析中的使用。讨论的其他程序包括PHREG和NPAR1WAY程序。讨论的主题包括评估关联列联表和表集，逻辑回归和条件逻辑回归，加权最小二乘建模，重复测量分析，对数线性模型和生物测定分析。第二版已作修订，以便与SAS 8一起使用。新的主题包括额外的精确测试，广义估计方程，在LOGISTIC程序中使用CLASS语句，使用LOGISTIC程序的精确logistic回归，以及使用特定于主题的模型与人口平均模型的比较。
Statisticians and researchers will find this book to be a useful discussion of categorical data analysis techniques as well as an invaluable aid in applying these methods with SAS. Practical examples from a broad range of applications illustrate the use of the FREQ, LOGISTIC, GENMOD, and CATMOD procedures in a variety of analyses. Other procedures discussed include the PHREG and NPAR1WAY procedures. Topics discussed include assessing association in contingency tables and sets of tables, logistic regression and conditional logistic regression, weighted least squares modeling, repeated measurements analyses, log-linear models, and bioassay analysis. The second edition has been revised for use with SAS 8. New topics include additional exact tests, generalized estimating equations, use of the CLASS statement in the LOGISTIC procedure, exact logistic regression using the LOGISTIC procedure, and comparisons of the use of subject-specific models versus population-averaged models.