What Properties Might Statistical Inferences Reasonably be Expected to Have?—Crisis and Resolution in Statistical Inference

Geoffrey K. Robinson

The American Statistician, 2019, vol. 73, issue 3, 243-252

Abstract: There is a crisis in the foundations of statistical inference. I believe that this crisis will eventually be resolved by regarding the subjective Bayesian paradigm as ideal in principle but often using standard procedures which are not subjective Bayesian for well-defined standard circumstances. As a step toward this resolution, this article looks at the question of what properties statistical inferences might reasonably be expected to have and argues that the use of p-values should be restricted to pure significance testing. The value judgments presented are supported by a range of examples.

Date: 2019
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DOI: 10.1080/00031305.2017.1415971

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