【独家发布】Cognitive Assessment Models With Few Assumptions, and Connections With Non

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AbstractSome usability and interpretability issues for single-strategy cognitive assessment models are considered. These models posit a stochastic conjunctive relationship between a set of cognitive attributes to be assessed and performance on particular items/tasks in the assessment. The models considered make few assumptions about the relationship between latent attributes and task performance beyond a simple conjunctive structure. An example shows that these models can be sensitive to cognitive attributes, even in data designed to well fit the Rasch model. Several stochastic ordering and monotonicity properties are considered that enhance the interpretability of the models. Simple data summaries are identified that inform about the presence or absence of cognitive attributes when the full computational power needed to estimate the models is not available.

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关键词：Connections Assumptions connection Assessment assumption particular structure beyond between example

上传时由于疏忽题目不完整现在补充如下：
《Cognitive Assessment Models with Few Assumptions, and Connections with Nonparametric Item Response Theory》

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shengzhouwang 发表于 2016-6-19 19:23
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谢谢。。。

It was great to have material on cognitive or diagnostic assessment model which I was asked and told to help recently.  Thanks again for your sharing. xie xie