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.
Authors
- Jianhua Wu (ORCID: https://orcid.org/0000-0002-9257-2350)
- Yaodong Hu (ORCID: https://orcid.org/0000-0003-3293-568X)
- Ying Zhang (ORCID: https://orcid.org/0009-0003-5146-3152)
Institutions
- University of Jinan (CN)
Publication Details
- Published
- 2025-03-17
- DOI
- https://doi.org/10.1109/eespe63401.2025.10987051
- Primary Topic
- Data Mining and Machine Learning Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00