johnramey

StackOverflow – How to efficiently use Rprof in R?

A Random Matrix-Theoretic Approach to Handling Singular Covariance Estimates

Shrinkage Discriminant Analysis and Feature Selection (along with sda package on CRAN)

Bayesian Model Averaging: A Tutorial (PDF)

Statistical Learning Based on High Dimensional Data (PDF: Master’s Thesis focused on Regularized Discriminant Analysis)

Objective Bayesian Analysis of Kullback-Liebler Divergence of Two Multivariate Normal Distributions with Common CovarianceMatrix and Star-shape Gaussian Graphical Model (PDF: Dissertation)