The Statistical Philosophy of High Energy Physics: Pragmatism

Abstract

The recent discovery of a Higgs boson prompted increased attention of statisticians and philosophers of science to the statistical methodology of High Energy Physics. Amidst long-standing debates within the field, HEP has adopted a mixed statistical methodology drawing upon both frequentist and Bayesian methods, but with standard frequentist techniques such as significance testing and confidence interval estimation playing a primary role. Physicists within HEP typically deny that their methodological decisions are guided by philosophical convictions, but are instead based on “pragmatic” considerations, thus distancing themselves from what they perhaps perceive as an ongoing pitched ideological battle between frequentists and Bayesians. Here I argue that there is a philosophical orientation to HEP that is neither exclusively frequentist nor Bayesian, but that lies squarely in the tradition of philosophical pragmatism. I further argue that understanding the statistical methodology of HEP through the perspective of pragmatism clarifies the role of and rationale for significance testing in the search for new phenomena such as the Higgs boson.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,610

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

  • Only published works are available at libraries.

Similar books and articles

The case of the composite Higgs: The model as a “Rosetta stone” in contemporary high-energy physics.Arianna Borrelli - 2012 - Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 43 (3):195-214.
Statistical Data and Mathematical Propositions.Cory Juhl - 2015 - Pacific Philosophical Quarterly 96 (1):100-115.
Significance Testing in Theory and Practice.Daniel Greco - 2011 - British Journal for the Philosophy of Science 62 (3):607-637.
Naturalness, the autonomy of scales, and the 125GeV Higgs.Porter Williams - 2015 - Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 51:82-96.
Ethics and statistical methodology in clinical trials.C. R. Palmer - 1993 - Journal of Medical Ethics 19 (4):219-222.

Analytics

Added to PP
2015-09-07

Downloads
19 (#794,398)

6 months
1 (#1,463,894)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Kent Staley
Saint Louis University

Citations of this work

No citations found.

Add more citations

References found in this work

No references found.

Add more references