Concise Introduction to the Theory of Integration by Daniel W. Stroock (1998, Hardcover)
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By Daniel W. Stroock. Stroock's approach is the one taken originally by Norbert Wiener and the Parseval's formula, as well as the Fourier inversion formula via Hermite functions. New exercises and solutions have been added for this edition.