Diagnosing Sample Ratio Mismatch in Online Controlled Experiments

Author:

Fabijan Aleksander1,Gupchup Jayant1,Gupta Somit1,Omhover Jeff1,Qin Wen1,Vermeer Lukas2,Dmitriev Pavel3

Affiliation:

1. Microsoft Corporation, Redmond, WA, USA

2. Booking.com, Amsterdam, Netherlands

3. Outreach.io, Seattle, WA, USA

Publisher

ACM

Reference35 articles.

1. Current State of Research on Continuous Experimentation: A Systematic Mapping Study

2. Designing and deploying online field experiments

3. Chen N. Liu M. and Xu Y. 2018. Automatic Detection and Diagnosis of Biased Online Experiments. arXiv preprint arXiv:1808.00114. (2018). Chen N. Liu M. and Xu Y. 2018. Automatic Detection and Diagnosis of Biased Online Experiments. arXiv preprint arXiv:1808.00114. (2018).

4. Trustworthy Analysis of Online A/B Tests

Cited by 17 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. Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

2. Balancing Approach for Causal Inference at Scale;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

3. A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature;2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP);2023-05

4. Investigating the effects of product popularity and time restriction: The moderating role of consumers’ goal specificity;Production and Operations Management;2023-04-17

5. Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering;Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining;2023-02-27

同舟云学术

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