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Café Data 2.0: New Data From a New and Improved Café

机译:CaféData 2.0:来自经过改进的新Café的新数据

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In this article, we revisit the café story first introduced in 2011. Recent data from this café run by business students at a Midwestern public university are explored and analyzed. The data were collected using a point-of-sale system over a 3-month period during the spring semester of 2015. These data can be used in introductory statistics courses to illustrate the use of time series and forecasting, applications of data mining and visualization, as well as sampling, confidence intervals, and inference using ANOVA and chi-square tests for independence. Since the data pertain to a student-run business, we believe that statistics students, especially those in business disciplines, will find the data's context to be relevant and interesting. In addition to the technical exercises, we provide background and context for several managerial issues that these data can be used to address, thus emphasizing the importance of data-driven decision making.
机译:在本文中,我们将回顾2011年首次引入的咖啡馆的故事。该咖啡馆是由中西部公立大学的商科学生经营的咖啡馆,其最新数据得到了研究和分析。在2015年春季学期的3个月内,使用销售点系统收集了这些数据。这些数据可用于统计入门课程,以说明时间序列和预测的使用,数据挖掘的应用和可视化,以及使用ANOVA和卡方检验进行独立性的抽样,置信区间和推断。由于数据与学生经营的企业有关,因此我们相信统计专业的学生,​​尤其是那些商业学科的学生,会发现数据的背景是相关且有趣的。除了技术练习之外,我们还提供了一些可用于处理这些数据的管理问题的背景和上下文,从而强调了数据驱动决策的重要性。

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