Bayesian Errors and Rogue Effective Field Theories

Bayesian Errors and Rogue Effective Field Theories

Bibliographic Details
Main Author: Klco, Natalie
Language:English
Published: Ohio University Honors Tutorial College / OhioLINK 2015
Subjects:
Physics
Effective Field Theory
EFT
Uncertainty Quantification
Bayesian
Probability Theory
Online Access:http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors1429826958
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spelling ndltd-OhioLink-oai-etd.ohiolink.edu-ouhonors14298269582021-08-03T06:30:45Z Bayesian Errors and Rogue Effective Field Theories Klco, Natalie Physics Effective Field Theory EFT Uncertainty Quantification Bayesian Probability Theory This thesis is focused on the rigorous calculations of effective field theories made possible through the application of Bayesian inference. We begin with a complete Bayesian extraction of low-energy constants from a blind toy function. Logically following is the presentation of an extended discussion on the formulation of statistically significant confidence intervals on the predictions of such a theory. Finally, we return to the extraction procedure to gain insights into the indications of a dysfunctional relationship between the prior of a Bayesian analysis and the data. 2015-04-27 English text Ohio University Honors Tutorial College / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors1429826958 http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors1429826958 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws.
collection NDLTD
language English
sources NDLTD
topic Physics
Effective Field Theory
EFT
Uncertainty Quantification
Bayesian
Probability Theory
spellingShingle Physics
Effective Field Theory
EFT
Uncertainty Quantification
Bayesian
Probability Theory
Klco, Natalie
Bayesian Errors and Rogue Effective Field Theories
author Klco, Natalie
author_facet Klco, Natalie
author_sort Klco, Natalie
title Bayesian Errors and Rogue Effective Field Theories
title_short Bayesian Errors and Rogue Effective Field Theories
title_full Bayesian Errors and Rogue Effective Field Theories
title_fullStr Bayesian Errors and Rogue Effective Field Theories
title_full_unstemmed Bayesian Errors and Rogue Effective Field Theories
title_sort bayesian errors and rogue effective field theories
publisher Ohio University Honors Tutorial College / OhioLINK
publishDate 2015
url http://rave.ohiolink.edu/etdc/view?acc_num=ouhonors1429826958
work_keys_str_mv AT klconatalie bayesianerrorsandrogueeffectivefieldtheories
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