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Statistics & AB Testing

Statistics & AB Testing

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Introduction to Statistics and A/B Testing
Hypothesis Testing
A/B Testing & Experiment Design
Confidence Intervals
A/B Testing Common Scenarios
A/B Testing Tradeoffs
Generalized Linear Models and Regression

Multiple Comparisons

As data scientists, we often need to understand the relationship between two variables. In the case of an A/B test, we often want to see if changing X feature results in Y change in a metric. This is all (reasonably) straightforward until there are multiple comparisons that we are trying to make.

Example - Your team wants to make several different

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