EPISODE · Jul 29, 2024 · 13 MIN
Making Informed Decisions in A/B Tests with Multiple Metrics [Spotify]
from Snacks Weekly on Data Science · host Pan Wu
In this episode, we will touch on the importance of A/B testing in the product decision-making process. We will share the four types of metrics and the decision-making framework used by the Data Science team at Spotify, as well as the necessary statistical adjustments that need to be incorporated into experimentation to ensure a solid statistical foundation. For more details, you can refer to their published tech blog, linked here for your reference:https://engineering.atspotify.com/2024/03/risk-aware-product-decisions-in-a-b-tests-with-multiple-metrics/
What this episode covers
In this episode, we will touch on the importance of A/B testing in the product decision-making process. We will share the four types of metrics and the decision-making framework used by the Data Science team at Spotify, as well as the necessary statistical adjustments that need to be incorporated into experimentation to ensure a solid statistical foundation. For more details, you can refer to their published tech blog, linked here for your reference:https://engineering.atspotify.com/2024/03/risk-aware-product-decisions-in-a-b-tests-with-multiple-metrics/
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Making Informed Decisions in A/B Tests with Multiple Metrics [Spotify]
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