182
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MA
9 years 10 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...
105
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MA
9 years 10 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...
101
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MA
9 years 10 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...
100
Voted
MA
9 years 10 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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Communications