Sobol' Indices and Shapley Value
نویسندگان
چکیده
منابع مشابه
Sobol’ indices and Shapley value
Let f be a finite variance function of d independent input variables. Sobol’ indices are used to measure the importance of input variables and subsets of them. They are based on a variance decomposition. A similar problem arises in economics, when the value produced through the joint efforts of a team is to be attributed to individual members of that team. The Shapley value is widely used to so...
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ژورنال
عنوان ژورنال: SIAM/ASA Journal on Uncertainty Quantification
سال: 2014
ISSN: 2166-2525
DOI: 10.1137/130936233