MA
8 years 5 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
8 years 5 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
8 years 5 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
8 years 5 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...
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