We use lasso methods to shrink, select and estimate the network linking the publicly-traded subset of the world's top …

coefficients, and the number of breaks and their locations by applying a version of the Lasso approach. We show that with …

We use the LASSO estimator to select among a large number of explanatory variables in wage regressions for a … decomposition of the gender wage gap. The LASSO selection with a one standard error rule removes about a quarter of the regressors …. We use the LASSO-selected regressors for OLSbased gender wage decompositions. This approach results in a smaller error …

limited liability companies for the period 2010-2021. We use logistic Lasso regressions to select bankruptcy predictors from a …