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Why do we use the Z-test when comparing proportions? What is a Z-Score?

What does the standard deviation tell us about our data? How is it different from standard error?

What does significance and power mean in an ab test? What are type I and type II errors?

What measures are suited for a Mann-Whitney test? What is the logic behind this type of testing?