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来源类型Publication
Practical Issues in Estimating Achievement Gaps from Coarsened Data
Sean F. Reardon; Andrew D. Ho
发表日期2015
出版者Journal of Educational and Behavioral Statistics
出版年2015
语种英语
摘要

Ho and Reardon (2012) present methods for estimating achievement gaps when test scores are coarsened into a small number of ordered categories, preventing fine-grained distinctions between individual scores. They demonstrate that gaps can nonetheless be estimated with minimal bias across a broad range of simulated and real coarsened data scenarios. In this paper, we extend this previous work to obtain practical estimates of the imprecision imparted by the coarsening process and of the bias imparted by measurement error. In the first part of the paper, we derive standard error estimates and demonstrate that coarsening leads to only very modest increases in standard errors under a wide range of conditions. In the second part of the paper, we describe and evaluate a practical method for disattenuating gap estimates to account for bias due to measurement error.

主题Poverty and Inequality
子主题Methodology and Measurement
URLhttps://cepa.stanford.edu/content/practical-issues-estimating-achievement-gaps-coarsened-data
来源智库Center for Education Policy Analysis (United States)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/491715
推荐引用方式
GB/T 7714
Sean F. Reardon,Andrew D. Ho. Practical Issues in Estimating Achievement Gaps from Coarsened Data. 2015.
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