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Introduction to the Special Issue: Advancing the State-of-the-Science in Reading Research through Modeling

机译:特刊简介:通过建模提高阅读研究的科学水平

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摘要

Reading research is increasingly a multi-disciplinary endeavor involving more complex, team-based science approaches. These approaches offer the potential of capturing the complexity of reading development, the emergence of individual differences in reading performance over time, how these differences relate to the development of reading difficulties and disability, and more fully understanding the nature of skilled reading in adults. This special issue focuses on the potential opportunities and insights that early and richly integrated advanced statistical and computational modeling approaches can provide to our foundational (and translational) understanding of reading. The issue explores how computational and statistical modeling, using both observed and simulated data, can serve as a contact point among research domains and topics, complement other data sources and critically provide analytic advantages over current approaches.
机译:阅读研究越来越成为一种跨学科的工作,涉及更复杂的,基于团队的科学方法。这些方法提供了捕捉阅读发展的复杂性,随着时间的推移出现阅读表现的个体差异,这些差异与阅读困难和残疾发展之间的关系以及更充分地理解成年人熟练阅读的本质的潜力。本期专刊着重于潜在的机会和见解,早期和高度集成的高级统计和计算建模方法可以为我们对阅读的基础(和翻译)理解提供帮助。本期杂志探讨了使用观察到的数据和模拟数据进行的计算和统计建模如何可以充当研究领域和主题之间的联系点,补充其他数据源,并提供与当前方法相比具有分析优势的方法。

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