2 papers
stat.AP2019★ 1 cited
Estimation of Gaussian directed acyclic graphs using partial ordering information with an application to dairy cattle data
Syed Rahman, Kshitij Khare, George Michailidis +2
Estimating a directed acyclic graph (DAG) from observational data represents a canonical learning problem and has generated a lot of interest in recent years. Research has focused…
q-bio.QM2017
Inferring the Partial Correlation Structure of Allelic Effects and Incorporating it in Genome-wide Prediction
Carlos A. Martínez, Kshitij Khare, Syed Rahman +1
In this study, we addressed the problem of genome-wide prediction accounting for partial correlation of marker effects when the partial correlation structure, or equivalently, the…