Multidimensional Item Response Theory
Book 17 of 40: Statistics for Social and Behavioral SciencesMark D. Reckase
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Add to basket: Multidimensional Item Response Theory es un libro que ofrece una cobertura exhaustiva de esta área emergente de la psicometría. Describe los modelos de teoría de respuesta al ítem multidimensional (MIRT) comúnmente utilizados y los métodos importantes necesarios para su aplicación práctica. Estos métodos incluyen formas de determinar el número de dimensiones necesarias para modelar adecuadamente los datos, procedimientos para estimar los parámetros del modelo, formas de definir el espacio para un modelo MIRT y procedimientos para transformar las calibraciones de diferentes muestras para colocarlas en el mismo espacio. Se dedica un capítulo completo a los métodos para las pruebas adaptativas multidimensionales computarizadas. EAN: 9780387899756 Tipo: Libros Categoría: Ciencias Título: Multidimensional Item Response Theory Autor: Mark D. Reckase Editorial: Springer Idioma: en Páginas: 364 Formato: tapa dura.
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Multidimensional Item Response Theory is the first book to give thorough coverage to this emerging area of psychometrics. The book describes the commonly used multidimensional item response theory (MIRT) models and the important methods needed for their practical application. These methods include ways to determine the number of dimensions required to adequately model data, procedures for estimating model parameters, ways to define the space for a MIRT model, and procedures for transforming calibrations from different samples to put them in the same space. A full chapter is devoted to methods for multidimensional computerized adaptive testing.
The text is appropriate for an advanced course in psychometric theory or as a reference work for those interested in applying MIRT methodology. A working knowledge of unidimensional item response theory and matrix algebra is assumed. Knowledge of factor analysis is also helpful.
Multidimensional Item Response Theory is the first book to give thorough coverage to this emerging area of psychometrics. The book describes the commonly used multidimensional item response theory (MIRT) models and the important methods needed for their practical application. These methods include ways to determine the number of dimensions required to adequately model data, procedures for estimating model parameters, ways to define the space for a MIRT model, and procedures for transforming calibrations from different samples to put them in the same space. A full chapter is devoted to methods for multidimensional computerized adaptive testing.
The text is appropriate for an advanced course in psychometric theory or as a reference work for those interested in applying MIRT methodology. A working knowledge of unidimensional item response theory and matrix algebra is assumed. Knowledge of factor analysis is also helpful.
Mark D. Reckase is a professor of Measurement and Quantitative Methods in the College of Education at Michigan State University. He has been president of the National Council of Measurement in Education, Vice President of Division D of the American Educational Research Association, on the Board of Trustees of the Psychometric Society, and the editor of Applied Psychological Measurement and the Journal of Educational Measurement. He has been doing research in the area of MIRT since 1972.
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