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Bayesian approaches to detection and attribution
Author(s) -
Annan J. D.
Publication year - 2010
Publication title -
wiley interdisciplinary reviews: climate change
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.678
H-Index - 75
eISSN - 1757-7799
pISSN - 1757-7780
DOI - 10.1002/wcc.47
Subject(s) - frequentist inference , attribution , bayesian probability , interpretation (philosophy) , authorship attribution , bayesian inference , natural (archaeology) , econometrics , artificial intelligence , computer science , mathematics , psychology , geography , social psychology , archaeology , programming language
We consider the Bayesian alternative to the classical frequentist approach to detection and attribution of climate change. Some of the notable advantages of the Bayesian paradigm include a more consistent approach to competing hypotheses, a coherent interpretation of all available data, and an intuitively natural interpretation of the results Copyright. © 2010 John Wiley & Sons, Ltd. This article is categorized under: Paleoclimates and Current Trends > Detection and Attribution