Hilbert Space Methods in Probability and Statistical Inference

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

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 forContinuous Time Stochastic Processes.

Hilbert Spaces and Spline Density Estimation.

Bibliography.

Index.