Teaching principles in Type 1 error and reproducible research using dice

Abstract Controlling Type 1 error and encouraging reproducible research are important in clinical and translational research. These concepts are frequently discussed in lectures with mathematical language, analytic examples, and probability distributions that demonstrate the issues. However, first‐time learners in biostatistics courses focusing on fundamental topics may benefit from a more interactive demonstration in which learners participate, contribute to the results, and have a personal stake in the outcomes. This article summarizes a simple activity using dice to simulate Type 1 error that requires minimal preparation and cost. The activity may be appropriate for learners enrolled in a first course in statistics, biostatistics, or probability.

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Journal
Teaching Statistics
Published
2024-11-13
DOI
https://doi.org/10.1111/test.12392
Primary Topic
Health Sciences Research and Education
Type
article
Field-Weighted Citation Impact
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article

Teaching principles in Type 1 error and reproducible research using dice

Charles Gene Minard
Teaching Statistics
Health Sciences Research and Education
article

Teaching principles in Type 1 error and reproducible research using dice

Charles Gene Minard
article en

Abstract

Abstract Controlling Type 1 error and encouraging reproducible research are important in clinical and translational research. These concepts are frequently discussed in lectures with mathematical language, analytic examples, and probability distributions that demonstrate the issues. However, first‐time learners in biostatistics courses focusing on fundamental topics may benefit from a more interactive demonstration in which learners participate, contribute to the results, and have a personal stake in the outcomes. This article summarizes a simple activity using dice to simulate Type 1 error that requires minimal preparation and cost. The activity may be appropriate for learners enrolled in a first course in statistics, biostatistics, or probability.

Teaching StatisticsVol. 47(2)
Baylor College of Medicine (US), Houston Institute for Clinical Research (US)
Quality Education
Openalex Percentile: Top 64%
Health Sciences Research and Education
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