Estimating Long-Run Treatment Effects Using Surrogate Indices [Instacart]
An episode of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Estimating Long-Run Treatment Effects Using Surrogate Indices [Instacart]" was published on March 10, 2025 and runs 8 minutes.
March 10, 2025 ·8m · Snacks Weekly on Data Science
Summary
In this episode, we will explore how Instacart uses data science to optimize its incentive promotions. We will discuss the business challenge, introduce the concept of surrogate indices, and walk through the step-by-step process of building and applying one.For more details, you can refer to their published tech blog, linked here for your reference: https://tech.instacart.com/instacarts-economics-team-using-surrogate-indices-to-estimate-long-run-heterogeneous-treatment-0bf7bc96c6e6
Episode Description
In this episode, we will explore how Instacart uses data science to optimize its incentive promotions. We will discuss the business challenge, introduce the concept of surrogate indices, and walk through the step-by-step process of building and applying one.
For more details, you can refer to their published tech blog, linked here for your reference: https://tech.instacart.com/instacarts-economics-team-using-surrogate-indices-to-estimate-long-run-heterogeneous-treatment-0bf7bc96c6e6
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