书目名称 | Handbook of Diagnostic Classification Models |
副标题 | Models and Model Ext |
编辑 | Matthias von Davier,Young-Sun Lee |
视频video | |
概述 | A major collection that describes the state of the art of diagnostic classification models (DCMs).Provides chapters on the majority of popular DCMs as well as cutting edge model extensions developed b |
丛书名称 | Methodology of Educational Measurement and Assessment |
图书封面 |  |
描述 | .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 c |
出版日期 | Book 2019 |
关键词 | Educational measurement; LCDM; G-DINA; Psychometrics; Diagnostic Classification Models; GDM; Adaptive test |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-05584-4 |
isbn_ebook | 978-3-030-05584-4Series ISSN 2367-170X Series E-ISSN 2367-1718 |
issn_series | 2367-170X |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |