Handbook of Educational Measurement and Psychometrics Using R

ISBN-13: 9780367734671 / Angielski / Miękka / 2020 / 302 str.

Christopher D. Desjardins; Okan Bulut

Opis

Currently there are many introductory textbooks on educational measurement and psychometrics as well as R. However, there is no single book that covers important topics in measurement and psychometrics as well as their applications in R. This book covers a variety of topics, including classical test theory; generalizability theory; the

Spis treści

1. Introduction to the R Programming Language 2. Classical Test Theory 3. Generalizability Theory 4. Factor Analytic Approach in Measurement 5. Item Response Theory for Dichotomous Items 6. Item Response Theory for Polytomous Items 7. Multidimensional Item Response Theory 8. Explanatory Item Response Theory 9. Visualizing Data and Measurement Models 10. Equating 11. Measurement Invariance and Differential Item Functioning 12. More Advanced Topics in Measurement

O autorze

Christopher Desjardins is a Research Associate at the University of Minnesota.

Okan Bulut is an Associate Professor of educational measurement at the University of Alberta.