Hilbert Space Methods in Probability and Statistical Inference by Christopher G. SmallHilbert Space Methods in Probability and Statistical Inference by Christopher G. Small

Hilbert Space Methods in Probability and Statistical Inference

byChristopher G. Small, Don L. McLeish

Hardcover | April 1, 1994

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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.
Title:Hilbert Space Methods in Probability and Statistical InferenceFormat:HardcoverDimensions:270 pages, 9.41 × 6.36 × 0.72 inPublished:April 1, 1994Publisher:Wiley

The following ISBNs are associated with this title:

ISBN - 10:0471592811

ISBN - 13:9780471592815

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Table of Contents

Hilbert Spaces.

Probability Theory.

Estimating Functions.

Orthogonality and Nuisance Parameters.

Martingale Estimating Functions and Projected Likelihood.

Stochastic Integration and Product Integrals.

Estimating Functions and the Product Integral Likelihood for Continuous Time Stochastic Processes.

Hilbert Spaces and Spline Density Estimation.

Bibliography.

Index.