Bayesian IRT Models with General and Specific Traits 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Yanyan Sheng 作者

VDM Verlag Dr. Mueller e.K.

译者

2008-02-20 出版日期

100 页数

USD 64.00 价格

Paperback

丛书系列

9783836464369 图书编码

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Bayesian IRT Models with General and Specific Traits 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Bayesian IRT Models with General and Specific Traits 在线电子书图书描述

Modeling the interaction between persons and items for binary response data, item response theory (IRT) has been found useful in a wide variety of applications. Over the past decades, studies have been conducted on the development and application of unidimensional as well as multidimensional IRT models. However, little literature exists on IRT-based models that incorporate one general trait and several specific trait dimensions. This book, therefore, proposes such models in the Bayesian hierarchical framework, assesses their performances in various testing situations and further compares them with the conventional IRT models using Bayesian model choice techniques. Results from the analysis suggest that the proposed models offer a better way to represent the test situations not realized in existing models. The methodology and analysis should shed some light on the development of complex IRT models and the statistical procedures for parameter estimation, and should be especially useful to professionals in educational and psychological measurement, or anyone who may be considering utilizing IRT models for assessing persons' continuous latent traits.

Bayesian IRT Models with General and Specific Traits 在线电子书下载 mobi epub pdf txt 在线电子书下载

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