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Statistical Analysis of Questionnaires

A Unified Approach Based on R and Stata

By Francesco Bartolucci, Silvia Bacci, Michela Gnaldi

Chapman and Hall/CRC – 2015 – 336 pages

Series: Chapman & Hall/CRC Interdisciplinary Statistics

Purchasing Options:

  • Pre-Order NowHardback: $89.95
    978-1-46-656849-5
    July 29th 2015
    Available for pre-order

Description

Mirroring the growing interest and use of statistical methods and software in education, health, and marketing, this book focuses on the statistical methods used to analyze and validate questionnaires adopted in these fields. The book features an applied approach to conducting testing and measurement in the three above-mentioned fields. The chapters build from foundations of classical measurement theory, test reliability, validity and scaling to item response theory (IRT) fundamentals, IRT for dichotomous and polytomous items, and the most recent IRT extensions.

Contents

Preliminaries. Classical Test Theory. Item Response Theory Models for Dichotomous Items. Item Response Theory Models for Polytomous Items. Estimation Methods and Diagnostics. Some Extensions of Traditional Item Response Theory Models. Bibliography. List of Main Symbols.

Name: Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata (Hardback)Chapman and Hall/CRC 
Description: By Francesco Bartolucci, Silvia Bacci, Michela Gnaldi. Mirroring the growing interest and use of statistical methods and software in education, health, and marketing, this book focuses on the statistical methods used to analyze and validate questionnaires adopted in these fields. The book features an applied...
Categories: Multivariate Statistics, Statistical Theory & Methods, Statistical Computing