Application of R Software in Educational Statistics Through Big Data Analysis

Educational statistics is a discipline that collects, organizes, analyzes, interprets and presents data. Under the background of big data, the construction of educational statistics curriculum should not only strengthen students' understanding of statistical theoretical knowledge, but also cultivate students' ability to collect, analyze and display practical educational big data. As an important programming language, R language has powerful statistical analysis and data graphics display capabilities. As an excellent statistical analysis software, R software is rarely used in educational statistics. This paper discusses the application of R software in educational statistics in detail to deepen students' understanding of statistical theory and improve their ability of data analysis.

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Published
2025-03-17
DOI
https://doi.org/10.1109/eespe63401.2025.10987051
Primary Topic
Data Mining and Machine Learning Applications
Type
article
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article

Application of R Software in Educational Statistics Through Big Data Analysis

Jianhua Wu, Yaodong Hu, Ying Zhang
Data Mining and Machine Learning Applications
article

Application of R Software in Educational Statistics Through Big Data Analysis

Jianhua Wu, Yaodong Hu, Ying Zhang
article en

Abstract

Educational statistics is a discipline that collects, organizes, analyzes, interprets and presents data. Under the background of big data, the construction of educational statistics curriculum should not only strengthen students' understanding of statistical theoretical knowledge, but also cultivate students' ability to collect, analyze and display practical educational big data. As an important programming language, R language has powerful statistical analysis and data graphics display capabilities. As an excellent statistical analysis software, R software is rarely used in educational statistics. This paper discusses the application of R software in educational statistics in detail to deepen students' understanding of statistical theory and improve their ability of data analysis.

University of Jinan (CN)
Openalex Percentile: Top 86%
Data Mining and Machine Learning Applications
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