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Linear AlgebraMediumOrthogonality & Least Squares

Orthogonality & Least Squares · Medium problem

A 44-sample audio signal s=(2,5,3,8)\mathbf s=(2,5,3,8) is filtered by projecting it onto the "clean" subspace spanned by the constant pattern (1,1,1,1)(1,1,1,1) and the linear-trend pattern (−3,−1,1,3)(-3,-1,1,3) (already orthogonal to each other), discarding everything else as noise. Find the magnitude of the discarded (residual) part.