Trends and Challenges in Categorical Data Analysis is popular PDF and ePub book, written by Maria Kateri in 2023-07-08, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Trends and Challenges in Categorical Data Analysis can be Read Online from any device for your convenience.
Trends and Challenges in Categorical Data Analysis Book PDF Summary
This book provides a selection of modern and sophisticated methodologies for the analysis of large and complex univariate and multivariate categorical data. It gives an overview of a substantive and broad collection of topics in the analysis of categorical data, including association, marginal and graphical models, time series and fixed effects models, as well as modern methods of estimation such as regularization, Bayesian estimation and bias reduction methods, along with new simple measures for model interpretability. Methodological innovations and developments are illustrated and explained through real-world applications, together with useful R packages, allowing readers to replicate most of the analyses using the provided code. The applications span a variety of disciplines, including education, psychology, health, economics, and social sciences.
Detail Book of Trends and Challenges in Categorical Data Analysis PDF
- Author : Maria Kateri
- Release : 08 July 2023
- Publisher : Springer Nature
- ISBN : 9783031311864
- Genre : Mathematics
- Total Page : 323 pages
- Language : English
- PDF File Size : 14,5 Mb
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