用DataCamp教授统计学导论

IF 2.2 Q3 Social Sciences
Benjamin S. Baumer, Andrew Bray, Mine Çetinkaya-Rundel, Johanna S. Hardin
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引用次数: 3

摘要

摘要我们为DataCamp在线学习平台设计了一系列课程,这些课程近似于典型的统计学入门课程的内容。我们讨论了这些课程的设计和实施,并说明了如何将它们成功地集成到实体课程中。我们反思了为在线消费者创建内容的过程,反思了我们面临的教学考虑,并描述了一个统计推断的R包,该包成为了这一开发过程的副产品。我们讨论了创建课程序列的利弊,并表达了我们的观点,即某些方面特别有问题。所提出的问题应该与几乎所有的统计教员有关。本文的补充材料可在线获取。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Teaching Introductory Statistics with DataCamp
Abstract We designed a sequence of courses for the DataCamp online learning platform that approximates the content of a typical introductory statistics course. We discuss the design and implementation of these courses and illustrate how they can be successfully integrated into a brick-and-mortar class. We reflect on the process of creating content for online consumers, ruminate on the pedagogical considerations we faced, and describe an R package for statistical inference that became a by-product of this development process. We discuss the pros and cons of creating the course sequence and express our view that some aspects were particularly problematic. The issues raised should be relevant to nearly all statistics instructors. Supplementary materials for this article are available online.
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来源期刊
Journal of Statistics Education
Journal of Statistics Education EDUCATION, SCIENTIFIC DISCIPLINES-
CiteScore
1.20
自引率
0.00%
发文量
0
审稿时长
12 weeks
期刊介绍: The "Datasets and Stories" department of the Journal of Statistics Education provides a forum for exchanging interesting datasets and discussing ways they can be used effectively in teaching statistics. This section of JSE is described fully in the article "Datasets and Stories: Introduction and Guidelines" by Robin H. Lock and Tim Arnold (1993). The Journal of Statistics Education maintains a Data Archive that contains the datasets described in "Datasets and Stories" articles, as well as additional datasets useful to statistics teachers. Lock and Arnold (1993) describe several criteria that will be considered before datasets are placed in the JSE Data Archive.
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