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Hi, Im Adriene Hill, and welcome back to Crash Course Statistics. You might have heard that Power Posing affects how powerful you feel and can change hormone levels. If it does wed expect to see that effect over and over and over. Study after study. And it would be pretty disappointing if one study concludes that eating carrots improves your vision, and then after you rushed to sign up for monthly carrot deliveries5 similar studies find no evidence that munching carrots is good for your eyes. To make sure that an experimental result is sound, we want to replicate the findings. Results need to be confirmed. Which is why replication--re-running studies to confirm results --and reproducible analysis--the ability for other scientists to repeat the analyses you did on your data--are essential in science. These issues affect basically every field from Artificial Intelligence research to social science. INTRO A few years ago scientists at a biotech company called Amgen decided to try to