Statistical Challenges in Online Controlled Experiments: A Review of A/B Testing Methodology
Author:
Affiliation:
1. Department of Statistics, North Carolina State University, Raleigh, CA
2. Airbnb, Seattle, WA
3. Sole Proprietor, Los Altos, CA
4. Department of Statistics & Actuarial Science, University of Waterloo, Waterloo, Canada
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/00031305.2023.2257237
Reference145 articles.
1. Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
2. A Nonparametric Sequential Test for Online Randomized Experiments
3. Recursive partitioning for heterogeneous causal effects
4. Applying A/B Testing to Clinical Decision Support: Rapid Randomized Controlled Trials
5. Controlling the false discovery rate via knockoffs
Cited by 7 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. A Review of Design of Experiments Courses Offered to Undergraduate Students at American Universities;The American Statistician;2024-08-26
2. On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top- n Recommendation;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
3. Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning;Proceedings of the 19th International Symposium on Software Engineering for Adaptive and Self-Managing Systems;2024-04-15
4. XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development;Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results;2024-04-14
5. From User Behavior to Subscription Sales: An Insight Into E-Book Platform Leveraging Customer Segmentation and A/B Testing;Services Marketing Quarterly;2024-02-13
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3