Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation (Statistics for Social and Behavioral Sciences) - Image 1

£141.13

Springer Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation (Statistics for Social and Behavioral Sciences)

Name: Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation (Statistics for Social and Behavioral Sciences)
Brand: Springer
Price: 141.13 GBP
Availability: InStock

Psychometrics

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Description

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.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3031311884
Category: Books > Subjects > Health, Family & Lifestyle > Psychology & Psychiatry > Methodology > Psychometrics
Domain: Amazon UK
Release Date: 10 July 2024
Listed Since: 11 July 2024

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Springer Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation (Statistics for Social and Behavioral Sciences)

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