Statistical practice changes slowly because the teaching of statistics changes slowly … Once sociologists and physicians have learned about significance levels well enough to use them, a major reorganization of the thought process is required to adapt to decision theoretic or Bayesian analysis … With the help of theory, I have developed insights and intuitions that prevent me from giving weight to data dredging and other forms of statistical heresy. There are some adaptations I can imagine that would bring it in line with Robert Matthew’s Analysis of Credibility, to model a dialogue with a skeptical audience. Following the ideas fromĪ Theory of Experimenters, this description is how an individual with no need to convince an external audience, might use it. It incorporates a lot of ideas from dozens of papers and posts. I wanted to post this for some input to see if there was any flaw in my reasoning for the proposed procedure.
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