Explains how Hilbert space techniques cross the boundaries into the foundations of probability and statistics. Focuses on the theory of martingales stochastic integration, interpolation and density estimation. Includes a copious amount of problems and examples.

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Christopher G. Small and Don L. McLeish are the authors of Hilbert Space Methods in Probability and Statistical Inference, published by Wiley.

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