Modern Psychometrics with R

• Main Author: Mair, Patrick (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Use R!,
• Subjects: Statistics .; Psychometrics.; Psychology-Methodology.; Psychological measurement.; Statistics for Social Sciences, Humanities, Law.; Psychological Methods/Evaluation.; Statistics and Computing/Statistics Programs.

This textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed over the last few years; computationally as well as me...

Table of Contents:

• Classical Test Theory.-Factor Analysis
• Path Analysis and Structural Equation Models
• Item Response Theory
• Preference Modeling
• Principal Component Analysis and Extensions
• Correspondence Analysis
• Gifi Methods
• Multidimensional Scaling
• Biplots
• Networks
• Parametric Cluster Analysis and Mixture Regression
• Modeling Trajectories and Time Series
• Analysis of fMRI Data.