MA
2016
Springer
8 years 7 months ago
2016
Springer
Introducing flexible covariance functions is critical for interpolating spatial data since the properties of interpolated surfaces depend on the covariance function used for Krig...
MA
2016
Springer
8 years 7 months ago
2016
Springer
A central limit theorem for bilinear forms of the type a∗ ˆCN (ρ)−1 b, where a, b ∈ CN are unit norm deterministic vectors and ˆCN (ρ) a robust-shrinkage estimator of sc...
MA
2016
Springer
8 years 7 months ago
2016
Springer
This paper propose a novel decomposable graphical model to accommodate skew Gaussian graphical models. We encode conditional independence structure among the components of the mul...
MA
2016
Springer
8 years 7 months ago
2016
Springer
Functional linear regression has recently attracted considerable interest. Many works focus on asymptotic inference. In this paper we consider in a non asymptotic framework a simp...