Teaching One‐Way ANOVA with engaging NBA data and R Shiny within a flexdashboard

IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Teaching Statistics Pub Date : 2023-03-28 DOI:10.1111/test.12332
Danielle Sisso, Nicole Bass, Immanuel Williams
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引用次数: 1

Abstract

This paper provides introductory statistics instructors with the capacity to use engaging National Basketball Association (NBA) data within a web application to either strengthen students' understanding or introduce the concept of variance and one‐way analysis of variance. Using engaging data within the classroom provides context to data that students deem applicable to their lives. This paper not only provides a lesson plan for teaching these concepts but also provides a web application and the engaging NBA dataset if the instructor decides to use the app or the data in another context. The NBA data selected to focus on the debate “Who is the greatest NBA player of all time?”. By using context students are familiar with and interested in, we can get them interested in and further engaged in statistics.
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教学单向方差分析与参与NBA数据和R闪亮在一个灵活的仪表板
本文为入门统计讲师提供了在web应用程序中使用引人入胜的美国国家篮球协会(NBA)数据的能力,以加强学生的理解或介绍方差的概念和单向方差分析。在课堂上使用引人入胜的数据为学生认为适用于他们生活的数据提供了背景。本文不仅提供了教授这些概念的课程计划,还提供了一个web应用程序和引人入胜的NBA数据集,如果教练决定在另一个上下文中使用该应用程序或数据。NBA数据的选择聚焦于“谁是NBA历史上最伟大的球员?”利用学生熟悉和感兴趣的语境,使学生对统计学产生兴趣,并进一步从事统计学研究。
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来源期刊
Teaching Statistics
Teaching Statistics EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
2.10
自引率
25.00%
发文量
31
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