Sample Size Estimation in A/B Testing: Easy Explanation for Data Science Interviews
Emma Ding
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Sample Size Estimation in A/B Testing: Easy Explanation for Data Science Interviews
37 006 просмотров · 4 года назад
Emma Ding
66,6 тыс. подписчиков
37 006 просмотров · 4 года назад
In this video, we will go over one of the top A/B testing questions I've seen in data science interviews: how to estimate sample size in A/B testing? This is the first video of a video series - Top A/B testing questions in Data Science interviews.
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✔️ Derivation of sample size equation - Statistical Rules of Thumb - Chapter 2: Sample Size http://vanbelle.org/chapters/webchapt...
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Contents of this video:
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0:00 Intro
0:40 How A/B Testing Questions Appear in Interviews
2:03 Rule of thumb formula
3:20 Alpha (Significance Level)
4:15 Beta (Type II Error)
4:56 Variance
5:36 Delta
6:36 Summary
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