Covariate Selection in Causal Inference [Booking.com]

Episode 111 of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Covariate Selection in Causal Inference [Booking.com]" was published on November 10, 2025 and runs 12 minutes.

November 10, 2025 ·12m · Snacks Weekly on Data Science

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Summary

In this episode, we explore the importance of covariate selection in causal inference and how different types of variables can influence the results. The discussion highlights why careful covariate selection is essential for generating reliable insights and enabling smarter, evidence-based business decisions.For more details, you can refer to their published tech blog, linked here for your reference: https://booking.ai/covariate-selection-in-causal-inference-good-and-bad-controls-5f56126a984a

Episode Description

In this episode, we explore the importance of covariate selection in causal inference and how different types of variables can influence the results. The discussion highlights why careful covariate selection is essential for generating reliable insights and enabling smarter, evidence-based business decisions.
For more details, you can refer to their published tech blog, linked here for your reference: https://booking.ai/covariate-selection-in-causal-inference-good-and-bad-controls-5f56126a984a

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