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In therapy I learned about hypothesis testing for anxiety. A hypothesis is an educated guess based on information you already know. A hypothesis is used when doing experiments in science but can also be used with anxiety. It’s a fun way to distract yourself from the difficult feelings you’re dealing with, and test out whether or not your hypothesis was right or wrong. With hypothesis testing there are 5 parts. Question Information Hypothesis Test Result I’ve been trying to make a hypothesis befo
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Many junior data scientists set statistical power to 80% without understanding what it actually represents. Power is the probability of rejecting the null hypothesis when the alternative hypothesis is true. In this tutorial, I calculate the required sample size for 80% power in an A/B test, then run 10,000 experiments drawing from populations with those exact parameters. The result? We get statistically significant findings in roughly 80% of iterations. This demonstrates what power means in prac
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