Handbook of Educational Measurement and Psychometrics Using R 1st Edition by Christopher Desjardins, Okan Bulut 9781498770132 1498770134

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Product details:

ISBN 10: 1498770134

ISBN 13: 9781498770132

Author: Christopher D. Desjardins, Okan Bulut

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. The Handbook of Educational Measurement and Psychometrics Using R covers a variety of topics, including classical test theory; generalizability theory; the factor analytic approach in measurement; unidimensional, multidimensional, and explanatory item response modeling; test equating; visualizing measurement models; measurement invariance; and differential item functioning. This handbook is intended for undergraduate and graduate students, researchers, and practitioners as a complementary book to a theory-based introductory or advanced textbook in measurement. Practitioners and researchers who are familiar with the measurement models but need to refresh their memory and learn how to apply the measurement models in R, would find this handbook quite fulfilling. Students taking a course on measurement and psychometrics will find this handbook helpful in applying the methods they are learning in class. In addition, instructors teaching educational measurement and psychometrics will find our handbook as a useful supplement for their course.

Table of contents:

Chapter 1: Introduction to the R Programming Language

Chapter 2: Classical Test Theory

Chapter 3: Generalizability Theory

Chapter 4: Factor Analytic Approach in Measurement

Chapter 5: Item Response Theory for Dichotomous Items

Chapter 6: Item Response Theory for Polytomous Items

Chapter 7: Multidimensional Item Response Theory

Chapter 8: Explanatory Item Response Theory

Chapter 9: Visualizing Data and Measurement Models

Chapter 10: Equating

Chapter 11: Measurement Invariance and Differential Item Functioning

Chapter 12: More Advanced Topics in Measurement

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Tags: Christopher Desjardins, Okan Bulut, Handbook, Psychometrics