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This solutions manual provides solutions to the problems contained in the first edition of our book STATISTICAL AND ADAPTIVE SIGNAL PROCESSING. The solutions have been prepared and written by David Marden and ourselves. We have attempted to provide very detailed solutions to the problems with notation consistent with that used in the book. Where applicable, we have also given a printout of Matlab code and figures for the problem solution.