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This paper addresses the use of decomposed algorithms for numerical computation of parameter estimates, where the estimation problem is solved in stages. At each stage, an estimate of a subset of parameters is computed by minimizing a cost function with the remaining parameters fixed. In this paper, we study the convergence speed performance of these algorithms, and present a method based on the...
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