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METHODS, SYSTEMS, AND DEVICES FOR COUNTERFACTUAL-BASED INCREMENTALITY MEASUREMENT IN DIGITAL AD-BIDDING PLATFORM
METHODS, SYSTEMS, AND DEVICES FOR COUNTERFACTUAL-BASED INCREMENTALITY MEASUREMENT IN DIGITAL AD-BIDDING PLATFORM
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机译:数字广告竞价平台中基于反事实的增量测量方法、系统和设备
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摘要
A digital ad-buying platform uses counterfactual-based incrementality measurement by implementing randomization and/or a correction for auction win bias to avoid the need to identify counterfactual winner types in the control group. This approach can estimate impact at the individual consumer level. Confidence levels can be determined using Gibbs sampling in the context of causal analysis in the presence of non-compliance.
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