The least absolute shrinkage and selection operator (Lasso) estimation of regression coefficients can be expressed as Bayesian posterior mode estimation of the regression coefficients under various ...

We review the statistical methods available for carrying out genotype imputation and compare their properties and performance. We also review the downstream uses of imputation, including boosting the ...

We present a method for Bayesian model-based hierarchical coclustering of gene expression data and use it to study the temporal transcription responses of an Anopheles gambiae cell line upon challenge ...