Provide a mathematical proof for the transformation of weighted mean with weights Wi, i= 1, ..., n, a measure of location, when all values of data are shifted by a constant a E R. Further, provide a mathematical proof of a statement about the transformation of sample variance, a measure of variability, when all values of data are multiplied by a positive constant b E R, b > 0.

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