DataFunSummit
May 11, 2023 · Artificial Intelligence
Applying Causal Inference to Financial User Operations: Scenarios, Challenges, and Practices
This article introduces the application of causal inference in financial user operations, outlining typical scenarios such as programmatic advertising and user outreach, discussing data and business challenges, and presenting practical implementations including propensity score matching, sample library construction, experiment design, and full‑stack uplift modeling.
Data Challengescausal inferencefinancial marketing
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