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Publications in Statistics

Testing Differential Networks With Applications to the Detection of Gene-Gene Interactions

Applied Mathematics

Biological Sciences

English

Wild Bootstrap for Quantile Regression

Applied Mathematics

Biological Sciences

English

Bidirectional Discrimination With Application to Data Visualization

Applied Mathematics

Biological Sciences

English

Efficient Inference for Spatial Extreme Value Processes Associated to Log-Gaussian Random Functions

Applied Mathematics

Biological Sciences

English

Spatial Regression Models Over Two-Dimensional Manifolds

Applied Mathematics

Biological Sciences

English

Fast Nonparametric Density-Based Clustering of Large Datasets Using a Stochastic Approximation Mean-Shift Algorithm

Journal of Computational and Graphical Statistics

Discrete Mathematics

English

Variational Approximations for Generalized Linear Latent Variable Models

Journal of Computational and Graphical Statistics

Discrete Mathematics

English

A Metaheuristic Adaptive Cubature Based Algorithm to Find Bayesian Optimal Designs for Nonlinear Models

Journal of Computational and Graphical Statistics

Discrete Mathematics

English

Penalized Nonparametric Scalar-On-Function Regression via Principal Coordinates

Journal of Computational and Graphical Statistics

Discrete Mathematics

English

Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

Journal of Computational and Graphical Statistics

Discrete Mathematics

English