An objective theory of statistical testing

@article{Mayo2005AnOT,
  title={An objective theory of statistical testing},
  author={Deborah G. Mayo},
  journal={Synthese},
  year={2005},
  volume={57},
  pages={297-340}
}
Theories of statistical testing may be seen as attempts to provide systematic means for evaluating scientific conjectures on the basis of incomplete or inaccurate observational data. The Neyman-Pearson Theory of Testing (NPT) has purported to provide an objective means for testing statistical hypotheses corresponding to scientific claims. Despite their widespread use in science, methods of NPT have themselves been accused of failing to be objective; and the purported objectivity of scientific… CONTINUE READING