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Is the first volume devoted entirely to stochastic inverse problems. Includes survey articles which makes it self-contained. Aimed at a diverse audience, including applied mathematicians, engineers, economists, and professionals from academia. Includes the most recent developments on the subject, which so far have only been available in the research literature.