Humble S. Quantitative Analysis of Questionnaires: Techniques to Explore Structures and Relationships

Routledge, 2020. — 234 p. — ISBN: 978-0-367-02279-2.Количественный Анализ Анкетных опросов
Bringing together the techniques required to understand, interpret and quantify the processes involved when exploring structures and relationships in questionnaire data, Quantitative Analysis of Questionnaires provides the knowledge and capability for a greater understanding of choice decisions. The ideal companion for non-mathematical students with no prior knowledge of quantitative methods, it highlights how to uncover and explore what lies within data that cannot be achieved through descriptive statistics. This book introduces significance testing, contingency tables, correlations, factor analysis (exploratory and confirmatory), regression (linear and logistic), discrete choice theory and item response theory.Statistical significance and contingency tables
Factor analysis: Exploratory
Correlation and linear regression
Factor analysis: Confirmatory
Regression: Logistic
Making choices: Discrete choice theory
Item response theory
Appendixes
Multiple imputation
Distribution fitting...