Milliways: Taming Multiverses through Principled Evaluation of Data Analysis Paths

Author:

Sarma Abhraneel1ORCID,Hwang Kyle2ORCID,Hullman Jessica3ORCID,Kay Matthew4ORCID

Affiliation:

1. Computer Science, Northwestern University, United States

2. Northwestern University, United States

3. Computer Science & Engineering, Northwestern University, United States

4. Computer Science and Communication, Northwestern University, United States

Funder

National Science Foundation

Publisher

ACM

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The multiverse of universes: A tutorial to plan, execute and interpret multiverses analyses using the R package multiverse;International Journal of Psychology;2024-07-18

2. Odds and Insights: Decision Quality in Exploratory Data Analysis Under Uncertainty;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

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