How many users the test needs

How many users the test needs

Duolingo A/B Testing Interview Question

A new onboarding screen is going to be tested. Ten percent of new signups currently finish their first lesson, and the team wants to be able to detect a two percentage point lift at 80% power and the usual 5% significance level. About a thousand people sign up a day. How many signups does each arm need?

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