I'm applying for a data scientist job, which requires a lot of knowledge in A/B testing/Experimental design. But actually I'm not very familiar with it.

For A/B testing I was recommended a great book called Trustworthy Online Controlled Experiments. but I still want to know what's your textbooks for A/B testing/Experimental design?

And is there a A/B testing case study problem set I can look into?

  • $\begingroup$ This question is basically asking for example interview questions. These are hard to source and the quality varies a lot. At the basic level, you can review questions around concepts (p-value, confidence intervals, t-tests, etc.). Good reviewers will ask open-ended questions based on their own recent projects. Please prove me wrong, but there just aren't good experiment questions out there to prepare for interviews. $\endgroup$
    – wahid
    Aug 24, 2022 at 0:59

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