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This chapter introduces EdSurvey, an R package for analyzing large-scale, complex survey response data with an assessment. The chapter begins with an overview of the package and its essential methodology for handling complex sampling designs and plausible values. Empirical examples illustrate how to use EdSurvey to perform data processing, exploration, manipulation, and some statistical analyses, including tables, gap analysis, and linear and logistic regressions.

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Analyzing Large-Scale Assessment Data in R: EdSurvey

  • 章节

  • 发表日期：

    2025年

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  • Ting Zhang,
  • Emmanuel Sikali,
  • Paul Bailey

摘要

This chapter introduces EdSurvey, an R package for analyzing large-scale, complex survey response data with an assessment. The chapter begins with an overview of the package and its essential methodology for handling complex sampling designs and plausible values. Empirical examples illustrate how to use EdSurvey to perform data processing, exploration, manipulation, and some statistical analyses, including tables, gap analysis, and linear and logistic regressions.