How to share data for collaboration.

IF 1.8 4区 数学 Q1 STATISTICS & PROBABILITY
American Statistician Pub Date : 2018-01-01 Epub Date: 2018-04-24 DOI:10.1080/00031305.2017.1375987
Shannon E Ellis, Jeffrey T Leek
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引用次数: 0

Abstract

Within the statistics community, a number of guiding principles for sharing data have emerged; however, these principles are not always made clear to collaborators generating the data. To bridge this divide, we have established a set of guidelines for sharing data. In these, we highlight the need to provide raw data to the statistician, the importance of consistent formatting, and the necessity of including all essential experimental information and pre-processing steps carried out to the statistician. With these guidelines we hope to avoid errors and delays in data analysis.

Abstract Image

Abstract Image

如何共享协作数据。
在统计界,已经出现了一些共享数据的指导原则;但是,这些原则并不总是能让数据生成者清楚地了解。为了弥合这一分歧,我们制定了一套数据共享指导原则。其中,我们强调了向统计人员提供原始数据的必要性、格式一致的重要性,以及向统计人员提供所有基本实验信息和预处理步骤的必要性。我们希望通过这些指南避免数据分析中的错误和延误。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
American Statistician
American Statistician 数学-统计学与概率论
CiteScore
3.50
自引率
5.60%
发文量
64
审稿时长
>12 weeks
期刊介绍: Are you looking for general-interest articles about current national and international statistical problems and programs; interesting and fun articles of a general nature about statistics and its applications; or the teaching of statistics? Then you are looking for The American Statistician (TAS), published quarterly by the American Statistical Association. TAS contains timely articles organized into the following sections: Statistical Practice, General, Teacher''s Corner, History Corner, Interdisciplinary, Statistical Computing and Graphics, Reviews of Books and Teaching Materials, and Letters to the Editor.
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