R语言在统计学教学中的应用研究

Research on the Application of R Language in Statistics Teaching

在大数据和AI时代的背景下,统计学作为新的一级学科,越来越受到学术界的高度关注和认可。R语言具有功能强大、统计准确等优点,对统计教学起到很好的辅助作用。文章通过一些经典的例子,探讨在统计教学过程中R语言的运用,比较R在传统回归和现代回归方法中所发挥的不同作用,逐步引导学生应用R语言,解决统计分析中的问题。

Against the background of big data and AI,statistics has attracted more and more attention and recognition from academic community as a new first-level discipline.R language has the advantages of powerful function,accurate statistics,etc.It has become the best choice for Statistics teaching.The paper discusses its application in the teaching of statistics through examples and compares the different roles R plays in traditional regression and modern regression methods in order to guide students to solve problems in statistical analysis with R language.