16 citations · 21 across the 4 of their papers we have counts for
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stat.CO2017★ 2 cited
Advanced Algorithms for Penalized Quantile and Composite Quantile Regression
Matthew Pietrosanu, Jueyu Gao, Linglong Kong +2
In this paper, we discuss a family of robust, high-dimensional regression models for quantile and composite quantile regression, both with and without an adaptive lasso penalty for…
math.ST2017★ 3 cited
Sparse Wavelet Estimation in Quantile Regression with Multiple Functional Predictors
Dengdeng Yu, Li Zhang, Ivan Mizera +2
In this manuscript, we study quantile regression in partial functional linear model where response is scalar and predictors include both scalars and multiple functions. Wavelet bas…