Correcting for Interference in Experiments: A Case Study at Douyin

Author:

Farias Vivek1ORCID,Li Hao2ORCID,Peng Tianyi1ORCID,Ren Xinyuyang2ORCID,Zhang Huawei2ORCID,Zheng Andrew1ORCID

Affiliation:

1. MIT, USA

2. Bytedance, China

Publisher

ACM

Reference38 articles.

1. Patrick Bajari , Brian Burdick , Guido  W Imbens , Lorenzo Masoero , James McQueen , Thomas Richardson , and Ido  M Rosen . 2021. Multiple Randomization Designs. arXiv preprint arXiv:2112.13495 (Dec . 2021 ). arxiv:2112.13495 [cs, econ, math, stat] Patrick Bajari, Brian Burdick, Guido W Imbens, Lorenzo Masoero, James McQueen, Thomas Richardson, and Ido M Rosen. 2021. Multiple Randomization Designs. arXiv preprint arXiv:2112.13495 (Dec. 2021). arxiv:2112.13495 [cs, econ, math, stat]

2. Why marketplace experimentation is harder than it seems

3. Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

4. Iavor Bojinov , David Simchi-Levi , and Jinglong Zhao . 2022. Design and analysis of switchback experiments. Management Science ( 2022 ). Iavor Bojinov, David Simchi-Levi, and Jinglong Zhao. 2022. Design and analysis of switchback experiments. Management Science (2022).

5. Nicholas Chamandy. 2016. Experimentation in a Ridesharing Marketplace. https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-b39db027a66e. Nicholas Chamandy. 2016. Experimentation in a Ridesharing Marketplace. https://eng.lyft.com/experimentation-in-a-ridesharing-marketplace-b39db027a66e.

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