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Handbook of Diagnostic Classification Models - YOUNG-SUN LEE - MATTHIAS VON DAVIER

Handbook of Diagnostic Classification Models

Titre de l'éditeur : Handbook of Diagnostic Classification Models

YOUNG-SUN LEE
MATTHIAS VON DAVIER

 
217,26 $
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EN SAVOIR PLUS Résumé

This handbook provides an overview of major developments around diagnostic classification models (DCMs) with regard to modeling, estimation, model checking, scoring, and applications. It brings together not only the current state of the art, but also the theoretical background and models developed for diagnostic classification. The handbook also offers applications and special topics and practical guidelines how to plan and conduct research studies with the help of DCMs.

Commonly used models in educational measurement and psychometrics typically assume a single latent trait or at best a small number of latent variables that are aimed at describing individual differences in observed behavior. While this allows simple rankings of test takers along one or a few dimensions, it does not provide a detailed picture of strengths and weaknesses when assessing complex cognitive skills.

DCMs, on the other hand, allow the evaluation of test taker performance relative to a potentially large number of skill domains. Most diagnostic models provide a binary mastery/non-mastery classification for each of the assumed test taker attributes representing these skill domains. Attribute profiles can be used for formative decisions as well as for summative purposes, for example in a multiple cut-off procedure that requires mastery on at least a certain subset of skills.

The number of DCMs discussed in the literature and applied to a variety of assessment data has been increasing over the past decades, and their appeal to researchers and practitioners alike continues to grow. These models have been used in English language assessment, international large scale assessments, and for feedback for practice exams in preparation of college admission testing, just to name a few.

Nowadays, technology-based assessments provide increasingly rich data on a multitude of skills and allow collection of data with respect to multiple types of behaviors. Diagnostic models can be understood as an ideal match for these types of data collections to provide more in-depth information about test taker skills and behavioral tendencies.



Détails
Prix : 217,26 $
Catégorie :
Auteur :  YOUNG-SUN LEE
MATTHIAS VON DAVIER
Titre : Handbook of Diagnostic Classification Models
Date de parution : octobre 2019
Éditeur : LIVRES NUMÉRIQUES DIVERS
Sujet : NUL DIVERS
ISBN : 9783030055844 (3030055841)
Référence Renaud-Bray : 3054873
No de produit : 3054873
Droits numériques
Format : EPUB
Disponibilité : Canada, consultez la liste des pays autorisés.
Gestion des droits numériques : Adobe DRM
Entrepôt numérique : NUMILOG
Nombre d'appareils autorisés : 3
Nombre de copier/coller : 0
Impression : 0

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Handbook of Diagnostic Classification Models , LEE , YOUNG-SUN*VON DAVIER , MATTHIAS
© LIVRES NUMÉRIQUES DIVERS 2019