Question: What does Fallacy mean? Does this have to with error in reasoning or false reasoning? Or does it simply mean that whatever is going on

What does Fallacy mean? Does this have to with error in reasoning or false reasoning? Or does it simply mean that whatever is going on is false? Moreover, what does Fallacy have to do with statistics?

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