Statistics education from a data‐centric perspective

IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH
Matthias Gehrke, Tanja Kistler, Karsten Lübke, Norman Markgraf, Bianca Krol, Sebastian Sauer
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引用次数: 6

Abstract

The ubiquitous acquisition and generation of data require a reworking of curricula in introductory statistics in tertiary education. We present a renewed curriculum that focuses on scientific thinking, modeling, and simulation‐based inference, utilizing R and various R tools such as shiny and learnr apps. We teach statistics from a data‐centric perspective, enabling the students to become data literate. Initial feedback of students and educators at our university of applied sciences shows that students' conceptual understanding improved and they understood the practical applicability of statistics better.
以数据为中心的统计学教育
无处不在的数据获取和生成要求高等教育中统计入门课程的重新设计。我们提出了一个更新的课程,重点是科学思维,建模和基于仿真的推理,利用R和各种R工具,如shiny和learnr应用程序。我们教统计学从数据为中心的角度来看,使学生成为数据素养。应用科学大学学生和教育工作者的初步反馈表明,学生的概念理解有所提高,他们对统计的实际适用性有了更好的理解。
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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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