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Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3171389
Abstract: We examine the problem of testing a parametric form of the nonlinearity of Hammerstein systems against a nonparametric alternative. This article proposes test statistics relying on nonparametric orthogonal series regression function estimates. An asymptotic theory…
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Keywords:
nonparametric testing;
hammerstein systems;
systems nonparametric;
testing hammerstein ... See more keywords