Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata: 34 (Chapman & Hall/CRC Interdisciplinary Statistics) - Image 1

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Chapman and Hall/CRC Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata: 34 (Chapman & Hall/CRC Interdisciplinary Statistics)

Name: Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata: 34 (Chapman & Hall/CRC Interdisciplinary Statistics)
Brand: Chapman and Hall/CRC
Price: 75.0 GBP
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Psychometrics

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Description

Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata presents special statistical methods for analyzing data collected by questionnaires. The book takes an applied approach to testing and measurement tasks, mirroring the growing use of statistical methods and software in education, psychology, sociology, and other fields. It is suitable for graduate students in applied statistics and psychometrics and practitioners in education, health, and marketing. The book covers the foundations of classical test theory (CTT), test reliability, validity, and scaling as well as item response theory (IRT) fundamentals and IRT for dichotomous and polytomous items. The authors explore the latest IRT extensions, such as IRT models with covariates, multidimensional IRT models, IRT models for hierarchical and longitudinal data, and latent class IRT models. They also describe estimation methods and diagnostics, including graphical diagnostic tools, parametric and nonparametric tests, and differential item functioning. Stata and R software codes are included for each method. To enhance comprehension, the book employs real datasets in the examples and illustrates the software outputs in detail. The datasets are available on the authors’ web page.

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1466568496
Category: Books > Subjects > Health, Family & Lifestyle > Psychology & Psychiatry > Methodology > Psychometrics
Domain: Amazon UK
Release Date: 11 September 2015
Listed Since: 24 June 2012

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Chapman and Hall/CRC Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata: 34 (Chapman & Hall/CRC Interdisciplinary Statistics)

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