Python在应用统计学课程教学中的应用  

Application of Python in the Teaching of Applied Statistics Course

作　　者：郭鹏 GUO Peng(Xi'an Technology and Business College,Xi'an 710200,China)

机构地区：[1]西安工商学院,陕西西安710200

出　　处：《现代信息科技》2024年第14期183-189,共7页Modern Information Technology

基　　金：西安工商学院教育教学改革项目(22YJ14)。

摘　　要：应用统计学是高等院校绝大多数经管类专业的专业基础课程,对学生统计思想的培养和后续专业课程的学习起着承上启下的重要作用。文章旨在探讨将Python编程技术引入应用统计学课程的教学改革,以抽样分布(卡方分布、t分布和F分布)为例,深入研究其在统计学课程中的实际应用。通过分析Python在教学中的基础应用、抽样分布的应用实践,以及Python编程技术在教学中的积极影响发现,Python应用能使学生更好地理解抽样分布的概念、原理,可为高等院校的统计类课程培养数字时代所需人才的改革提供一些参考。Applied Statistics is a fundamental course for the majority of economics and management majors in higher education institutions,playing an important role in cultivating students'statistical thinking and studying of subsequent professional courses.This paper aims to explore the teaching reform of introducing Python programming technology into the course of Applied Statistics,using sampling distributions(Chi-square distribution,t distribution,and F distribution)as examples to deeply study their practical applications in statistics courses.By analyzing the basic application of Python in teaching,the practical application of sampling distribution,and the positive impact of Python programming technology in teaching,it is found that Python application can help students better understand the concept and principle of sampling distribution,and provide some reference for the reform of statistical courses in higher education institutions to cultivate talents needed in the digital era.

关 键 词：抽样分布 卡方分布 T分布 F分布 PYTHON 

分 类 号：TP39[自动化与计算机技术—计算机应用技术] G434[自动化与计算机技术—计算机科学与技术]