Issue no. 1 Table of Contents

Quantization/Clustering: when and why does k -means work?
p. 1-26
A survey of statistical methods for gene-gene interaction in case-control genome-wide association studies
p. 27-67
On the Consistency of Kernel Classification Rule for Functional Random Field
p. 68-87
On numerical computation for the distribution of the convolution of N independent rectified Gaussian variables
p. 88-111
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]
p. 112-137

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]
p. 1-55
Investigating Gene- and Pathway-environment Interaction analysis approaches
p. 56-83
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
p. 84-110
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]
p. 111-127
Bayesian selection of mixed covariates from a latent layer: application to hierarchical modeling of soil carbon dynamics
p. 128-155

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]
p. 1-39
The log-xgamma distribution with inference and application
p. 40-55
A case study : Influence of dimension reduction on regression trees-based algorithms - Predicting aeronautics loads of a derivative aircraft
p. 56-78
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]
p. 79-123
Special Issue on Models and Inference in Population Genetics
Editorial for the Special Issue on Models and Inference in Population Genetics
p. 124-125
Special Issue on Models and Inference in Population Genetics
Simulation of stochastic models of structured population in population genetics under neutrality
p. 126-141
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
p. 142-166
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
p. 167-190