Algorithm design strategies such as divide and conquer. Elementary techniques for analysis; asymptotic analysis, recursion equations, estimation methods, elementary combinatorial arguments.

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The estimation problem in the linear model with prior information on a subvector of parameters is studied. The recursive least squares algorithm is extended to the case of singular matrices of ...