Neighbourhood selection
= Neighbourhood selection
= Neighborhood selection
{synonym}
For Gaussian data, regress each variable on all remaining variables using <Lasso>. Nonzero coefficients estimate its neighbours in the <conditional independence graph>. Symmetrize the separate regressions using either the union or the intersection of their selected directed neighbourhoods.