不仅仅是公式 -- 统计教育中的诚信、交流、计算和可复制性

Eva Furrer, Annina Cincera, Reinhard Furrer
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引用次数: 0

摘要

本文介绍了苏黎世大学生物统计学硕士课程中的一种新颖课程设计,它将计算技能、有效沟通、可重复性和科学诚信整合在一门课程中。该课程采用翻转课堂模式,旨在使学生具备必要的能力,以应对现实世界中的数据分析挑战和有效的统计实践。课程包括实用工具,如使用 Git 进行版本控制、动态报告、统一测试和容器化,以促进统计实践的可重复性和完整性。实施后从教职员工和学生那里收集到的反馈表明,该课程大大提高了学生在专业和学术环境中的准备程度,证明了这种教育方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
More than Formulas -- Integrity, Communication, Computing and Reproducibility in Statistics Education
This paper introduces a novel course design in the Master Program in Biostatistics at the University of Zurich that integrates computing skills, effective communication, reproducibility, and scientific integrity within one course. Utilizing a flipped classroom model, the course aims to equip students with the necessary competencies to handle real-world data analysis challenges and effective statistical practice in general. The curriculum includes practical tools such as version control with Git, dynamic reporting, unit testing and containerization to foster reproducibility, and integrity in statistical practice. Feedback gathered from both staff and students post-implementation indicates that the course significantly enhances student readiness for professional and academic environments, demonstrating the effectiveness of this educational approach.
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