Issue no. 1 Table of Contents

Quantization/Clustering: when and why does k -means work?
A survey of statistical methods for gene-gene interaction in case-control genome-wide association studies
On the Consistency of Kernel Classification Rule for Functional Random Field
On numerical computation for the distribution of the convolution of N independent rectified Gaussian variables
Aptitude des modèles des plus proches voisins à la réduction de l’erreur expérimentale en expérimentation agronomique sur champ : Une illustration
[Aptitude of the nearest neighbors’ models to reduce the experimental error on the field trial]

Issue no. 2 Table of Contents

Décrire, prendre en compte, imputer et évaluer les valeurs manquantes dans les études statistiques : une revue des approches existantes
[Exploring, handling, imputing and evaluating missing data in statistical analyses: a review of existing approaches]
Investigating Gene- and Pathway-environment Interaction analysis approaches
A Mutual Information-based method to select informative pairs of variables in case-control genetic association studies to improve the power of detecting interaction between genetic variants
Reconstruction automatique de formulaires d’enquête médicale sur la culture de sécurité des patients par une méthode de factorisation matricielle bayésienne
[Bayesian matrix factorization for reconstruction of removed items in a medical survey]
Bayesian selection of mixed covariates from a latent layer: application to hierarchical modeling of soil carbon dynamics

Issue no. 3 Table of Contents

Détection non-supervisée d’observations atypiques en contrôle de qualité : un survol
[Unsupervised outlier detection in quality control: an overview]
The log-xgamma distribution with inference and application
A case study : Influence of dimension reduction on regression trees-based algorithms - Predicting aeronautics loads of a derivative aircraft
Revue Bibliographique des Méthodes de Couplage des Bases de Données : Applications et Perspectives dans le Cas des Données de Santé Publique
[An Overview of Record Linkage Methods: Applications and Perspective on Health Data]
Special Issue on Models and Inference in Population Genetics
Editorial for the Special Issue on Models and Inference in Population Genetics
Special Issue on Models and Inference in Population Genetics
Simulation of stochastic models of structured population in population genetics under neutrality
Special Issue on Models and Inference in Population Genetics
Likelihood computation and inference of demographic and mutational parameters from population genetic data under coalescent approximations
Special Issue on Models and Inference in Population Genetics
Model choice using Approximate Bayesian Computation and Random Forests: analyses based on model grouping to make inferences about the genetic history of Pygmy human populations