In defense of P values.

@article{Murtaugh2014InDO,
  title={In defense of P values.},
  author={Paul A. Murtaugh},
  journal={Ecology},
  year={2014},
  volume={95 3},
  pages={611-7}
}
Statistical hypothesis testing has been widely criticized by ecologists in recent years. I review some of the more persistent criticisms of P values and argue that most stem from misunderstandings or incorrect interpretations, rather than from intrinsic shortcomings of the P value. I show that P values are intimately linked to confidence intervals and to differences in Akaike's information criterion (deltaAIC), two metrics that have been advocated as replacements for the P value. The choice of… CONTINUE READING

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