The world would just be this buzzing chaotic place if we weren't able to sift out of the noise, some patterns. So patterns are real. Just the question is signal detection problem, right? Which of the real patterns, which are not? You can make the type one error. You think the pattern is real when it's not, or you can make a type two error with the pattern is not real and you think it is, right? Yeah. The type three error is where you have the right answer basically, but you're looking at the wrong problem itself. And so, yeah, you know, so there you can have a situation where you are using the wrong sample size

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