北美最流行：纵向分类数据分析Longitudinal Categorical Data Analysis

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2014新书

纵向分类数据分析

Brajendra C. Sutradhar, "Longitudinal Categorical Data Analysis"
ISBN: 1493921363 | 2014 | PDF | 369 pages | 2 MB

This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses. This book is a natural generalization of the longitudinal binary data analysis to the multinomial data setup with more than two categories. Thus, unlike the existing books on cross-sectional categorical data analysis using log linear models, this book uses multinomial probability models both in cross-sectional and longitudinal setups. A theoretical foundation is provided for the analysis of univariate multinomial responses, by developing models systematically for the cases with no covariates as well as categorical covariates, both in cross-sectional and longitudinal setups. In the longitudinal setup, both stationary and non-stationary covariates are considered. These models have also been extended to the bivariate multinomial setup along with suitable covariates. For the inferences, the book uses the generalized quasi-likelihood as well as the exact likelihood approaches.
The book is technically rigorous, and, it also presents illustrations of the statistical analysis of various real life data involving univariate multinomial responses both in cross-sectional and longitudinal setups. This book is written mainly for the graduate students and researchers in statistics and social sciences, among other applied statistics research areas. However, the rest of the book, specifically the chapters from 1 to 3, may also be used for a senior undergraduate course in statistics.

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2014-11-7 10:02:22 上传

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关键词：Longitudinal Longitudina Categorical Analysis Analysi developed existing repeated dynamic natural

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非常感谢，看一看。

saintsophia 发表于 2014-11-7 10:08
2014新书纵向分类数据分析

好事，谢谢分享，而且还免费

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谢谢楼主分享哟