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The recursive direct weight optimization method is used to solve challenging nonlinear system identification problems. This note provides a new derivation and a new interpretation of the method. The key underlying the note is to acknowledge and exploit a certain structure inherent in the problem.doi:10.1109/tac.2014.2364979 fatcat:jmza5pxp2fdu5foqlqj3un2ula