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math.ST2015★ 2 cited
Model selection in high-dimensional quantile regression with seamless penalty
Gabriela Ciuperca
In this paper we are interested in parameters estimation of linear model when number of parameters increases with sample size. Without any assumption about moments of the model err…
math.ST2015
Empirical likelihood test for high-dimensional two-sample model
Gabriela Ciuperca, Zahraa Salloum
A non parametric method based on the empirical likelihood is proposed for detecting the change in the coefficients of high-dimensional linear model where the number of model variab…