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Efficient circular neighbour designs for spatial interference model
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3D Semi-Landmark based Statistical Face Reconstruction
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On the adaptive wavelet estimation of a multidimensional regression function ...
We investigate the estimation of a multidimensional regression function $f$ from $n$ observations of a $\alpha$-mixing process $(Y,X)$ with $Y=f(X)+\xi$, where $X$... -
Sur les intervalles de confiance bilatéraux en modèle exponentiel discret
La construction d'intervalles de confiance pour le paramètre d'un modèle exponentiel pose un problème structurel dans le cas discret. On cherche dans cette étude à... -
Multifidelity variance reduction for pick-freeze Sobol index estimation
Many mathematical models involve input parameters, which are not precisely known. Global sensitivity analysis aims to identify the parameters whose uncertainty has the... -
Statistical inference for Sobol pick freeze Monte Carlo method
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Asymptotic normality and efficiency of two Sobol index estimators
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A completely random T-tessellation model and Gibbsian extensions
A revised version of this paper has been published in Spatial Statistics, 2013, volume 6, pages 118- 138. -
Some limitations of Sliced Inverse Regression
In this paper we consider a semiparametric regression model involving a $p$-dimensional explanatory variable ${\mathbf{x}}$ and including a dimension reduction of... -
A gate level methodology for efficient statistical leakage estimation in comp...
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Invariance properties of Sliced Inverse Regression
In this paper we consider a semiparametric regression model involving a $p$-dimensional explanatory variable ${\mathbf{x}}$ and including a dimension reduction of... -
Karhunen-Loeve expansion revisited for vector-valued random fields: scaling, ...
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A quasi-score marginal approach in generalized linear mixed models
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Improving extremal fit: a Bayesian regularization procedure
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THEME-SEER: a multidimensional exploratory technique to analyze a structural ...
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The cluster index of regularly varying sequences with applications to limit t...
We introduce the cluster index of a multivariate regularly varying stationary sequence and characterize the index in terms of the spectral tail process. This index... -
Supervised Component Generalized Linear Regression using a PLS-extension of t...
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Generalized Linear Factor Models: a local EM estimation algorithm
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Bayesian posteriors of uncertainty quantification in computational structural...
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Multidimensional Exploratory Analysis of a Structural Model using a class of ...
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