The group lasso estimator for logistic regression is shown to be statistically consistent even if the number of predictors is much larger than sample size but with sparse true underlying structure. We ...

For example, you can calculate the weighted average beta of the stocks in your portfolio to get a sense of how volatile you can expect your investments to be on a day-to-day basis.