Using R as a Simulation Tool in Teaching Introductory Statistics
Xuemao Zhang 1 * , Zoe Maas 1
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1 East Stroudsburg University, USA* Corresponding Author

Abstract

The use of computer simulations in the teaching of introductory statistics can help undergraduate students understand difficult or abstract statistics concepts. The free software environment R is a good candidate for computer simulations since it allows users to add additional functionality by defining new functions. In this paper, we illustrate how computer simulations with R are used in statistics classrooms and student homework assignments by examples. These examples include sampling distributions and the central limit theorem, the t-distributions, confidence intervals, hypothesis testing, regression analysis and nonparametric tests.

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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Article Type: Research Article

INT ELECT J MATH ED, 2019, Volume 14, Issue 3, 599-610

https://doi.org/10.29333/iejme/5773

Publication date: 14 May 2019

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Article Downloads: 3406

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