Statistical analysis of questionnaires : a unified approach based on R and Stata
Bartolucci, Francesco,; Bacci, Silvia; Gnaldi, Michela
Statistical analysis of questionnaires : a unified approach based on R and Stata - London CRC Press 2016 - xix, 305p. HB
Alpha 2393/27-02-17 Rs.5,399/-
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.
978-1466568495
Questionnaires
R - Computer program language
Social surveys--Methodology
Social sciences--Statistical methods--Computer programs
300.727 BAR
Statistical analysis of questionnaires : a unified approach based on R and Stata - London CRC Press 2016 - xix, 305p. HB
Alpha 2393/27-02-17 Rs.5,399/-
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.
978-1466568495
Questionnaires
R - Computer program language
Social surveys--Methodology
Social sciences--Statistical methods--Computer programs
300.727 BAR