Experts do not agree on how to improve reliability, and these disagreements reflect philosophical battles–old and new– about the nature of inductive-statistical evidence and the roles of probability in statistical inference. SYMPOSIUM ABSTRACT: High powered methods, the big data revolution, and the crisis of replication in medicine and social sciences have prompted new reflections and debates in both statistics and philosophy about the role of traditional statistical methodology in current science. I invite your constructive comments there as well. I will write some reflections in the “comments” to this post. It was held in Pittsburgh on November 13, 2022. Below are slides from 4 of the talks given in our Philosophy of Science Association (PSA) session from last month: the PSA 22 Symposium: Multiplicity, Data-Dredging, and Error Control.
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