Compositional data arise naturally in many practical problems and the analysis of such data presents many statistical ch......

We propose a Random Splitting Model Averaging procedure,RSMA,to achieve stable predictions in high-dimensional linear mo......

Causal inference practitioners are routinely presented with the challenge of wanting to adjust for large numbers of cova......