Categorical responses, counts, and survival

Categorical responses, counts, and survival
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分类反应、计数和生存

DOI:
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发表时间:
2012
期刊:
影响因子:
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通讯作者:
A. Skrondal
A. Skrondal
中科院分区:
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文献类型:
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作者:
S. Rabe;A. Skrondal

文献摘要

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第二卷是专门为二进制,分类,计数和生存结果的广义线性混合模型。第二卷共七章,分为四个部分。第二卷的前三个部分涵盖了分类响应的模型,包括二进制,序数和名义(一个新的章节);计数数据模型;以及生存数据模型,包括离散时间和连续时间(一个新的章节)生存反应。第二卷的最后一部分描述了具有嵌套和交叉随机效应的模型,重点是二元结果。
Volume II is devoted to generalized linear mixed models for binary, categorical, count, and survival outcomes. The second volume has seven chapters also organized in four parts. The first three parts in volume II cover models for categorical responses, including binary, ordinal, and nominal (a new chapter); models for count data; and models for survival data, including discrete-time and continuous-time (a new chapter) survival responses. The final part in volume II describes models with nested and crossed-random effects with an emphasis on binary outcomes.