Strong consistency of kernel-based local variable selection for nonlinear nonparametric systems

Abstract

Local variable selection by first order expansion for nonlinear nonparametric systems is investigated in the paper. By substantially modifying the algorithms developed in our earlier work, the previous results have been considerably strengthened under much less restrictive conditions. Precisely, the estimates generated by the modified algorithms are shown… (More)
DOI: 10.1109/AUCC.2016.7868192

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