Handbook of Educational Measurement and Psychometrics Using R
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ISBN-13:
9781498770132
Veröffentl:
2018
Erscheinungsdatum:
02.05.2018
Seiten:
302
Autor:
Christopher D Desjardins
Gewicht:
620 g
Format:
238x158x22 mm
Sprache:
Englisch
Beschreibung:
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 factor analytic approach in measurement; unidimensional, multidimensional, and explanatory item response modeling; test equating; visualizing measurement models; measurement invariance; and differential item functioning.
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
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