In nonparametric multivariate regression analysis, we seek methods to reduce the dimensionality of the regression function to bypass the difficulty caused by the curse of dimensionality. The original ...

This is a preview. Log in through your library . Abstract In this paper we show how we can compute in a deterministic way the decomposition of a multivariate rational function with a recombination ...

Recent advances in estimation techniques have underscored the growing importance of shrinkage estimation and balanced loss functions in the analysis of multivariate normal distributions. These ...