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I've sort-of got a psychology degree (part of a double-major), and null hypothesis significance testing is all I know. I've known there were problems with it for a while, but I have no idea what the alternatives are (sure, Bayesian inference, but is that really a solution? I don't have the background to know,m but that journal doesn't think so). What are the alternatives?