The Ten Commandments of Statistical Inference

  1. Thou shalt not hunt statistical inference with a shotgun.
  2. Thou shalt not enter the valley of the methods of inference without an experimental design.
  3. Thou shalt not make statistical inference in the absence of a model.
  4. Thou shalt honor the assumptions of thy model.
  5. Thy shalt not adulterate thy model to obtain significant results.
  6. Thy shalt not covet thy colleagues’ data.
  7. Thy shalt not bear false witness against thy control group.
  8. Thou shalt not worship the 0.05 significance level.
  9. Thy shalt not apply large sample approximation in vain.
  10. Thou shalt not infer causal relationships from statistical significance

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