Almost Everywhere Convergence of a Wavelet Thresholding Risk Estimate in a Model with Correlated Noise

摘要

The problem of estimating a function in a model with correlated noise by thresholding its wavelet decomposition coefficients is considered. The risk estimate using this approach is shown to be strongly consistent.