On sensitivity estimation for nonlinear mathematical models. Sobol', I. M. Matematicheskoe Modelirovanie, 2(1):112–-118, 1990. Mathematical Modeling & Computational Experiment (Engl.), 1993, 1, 407–414.abstract bibtex A theorem about decomposition of an integrable function into summands of different dimensions is proved. A Monte Carlo algorithm is proposed for estimating the sensitivity of a function with respect to arbitrary groups of variables.
@Article{ Sobol_1990aa,
abstract = {A theorem about decomposition of an integrable function into summands of different dimensions is proved. A Monte Carlo algorithm is proposed for estimating the sensitivity of a function with respect to arbitrary groups of variables.},
author = {Sobol', Ilya M.},
file = {Sobol_1990aa.pdf},
journal = {Matematicheskoe Modelirovanie},
keywords = {uncertainty,sensitivity,sobol},
langid = {russian},
note = {Mathematical Modeling \& Computational Experiment (Engl.), 1993, 1, 407–414.},
number = {1},
pages = {112–-118},
title = {On sensitivity estimation for nonlinear mathematical models},
volume = {2},
year = {1990}
}
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