METHODS, SYSTEMS, AND DEVICES FOR COUNTERFACTUAL-BASED INCREMENTALITY MEASUREMENT IN DIGITAL AD-BIDDING PLATFORM
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United States of America Patent
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Issued Date -
Jun 6, 2024
app pub date -
Dec 14, 2022
filing date -
Aug 3, 2016
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Abstract
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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