Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes

Author:

Deng Alex1ORCID,Du Michelle2ORCID,Matlin Anna2ORCID,Zhang Qing2ORCID

Affiliation:

1. Airbnb, Seattle, WA, USA

2. Airbnb, San Francisco, CA, USA

Publisher

ACM

Reference45 articles.

1. John Cai and Weinan Wang . 2022. A Systematic Paradigm for Detecting, Surfacing, and Characterizing Heterogeneous Treatment Effects (HTE). arXiv preprint arXiv:2211.01547 ( 2022 ). John Cai and Weinan Wang. 2022. A Systematic Paradigm for Detecting, Surfacing, and Characterizing Heterogeneous Treatment Effects (HTE). arXiv preprint arXiv:2211.01547 (2022).

2. George Casella and Roger L Berger . 2002. Statistical Inference . Duxbury Press : Pacific Grove, CA . George Casella and Roger L Berger. 2002. Statistical Inference. Duxbury Press: Pacific Grove, CA.

3. Modeling delayed feedback in display advertising

4. Laura Cosgrove Jen Townsend and Jonathan Litz. [n. d.]. Deep Dive Into Variance Reduction. https://www.microsoft.com/en-us/research/group/experimentation-platform-exp/articles/deep-dive-into-variance-reduction/. Laura Cosgrove Jen Townsend and Jonathan Litz. [n. d.]. Deep Dive Into Variance Reduction. https://www.microsoft.com/en-us/research/group/experimentation-platform-exp/articles/deep-dive-into-variance-reduction/.

5. The YouTube video recommendation system

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