Proposes an adaptive transfer LASSO quantile estimator incorporating source data via penalties, claiming consistency, sparsity, convergence rates, and an algorithm for computation, validated on simulations and protein data.
Penalized expectile regression: an alternative to penalized quantile regression
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Transfert learning and adaptive LASSO quantile
Proposes an adaptive transfer LASSO quantile estimator incorporating source data via penalties, claiming consistency, sparsity, convergence rates, and an algorithm for computation, validated on simulations and protein data.