Psychological Statistics and Psychometrics Using Stata

ISBN-13: 9781597183031 / Angielski

Scott Baldwin

Opis

This book also discusses measurement concepts that are crucial in psychometrics. For instance, the author explores how reliability and validity can be understood and evaluated using exploratory and confirmatory factor analysis. The author includes dozens of worked examples using real data to illustrate the theory and concepts.

Spis treści

Notation and typography.  Getting oriented to Stata.  Introduction.  Introduction to Stata.  Understanding relationships between variables.  Regression with continuous predictors.  Regression with categorical and continuous predictors.  t tests and one-way ANOVA.  Factorial ANOVA.  Repeated-measures models.  Planning studies: Power and sample-size calculations.  Multilevel models for cross-sectional data.  Multilevel models for longitudinal data.  Psychometrics through the lens of factor analysis.  Factor analysis: Reliability.  Factor analysis: Factorial validity.  Measurement invariance.  References.