Asymptotic Behavior of the Number of Regression Quantile Breakpoints

Abstract

In the general regression model $y_i = x'_i \beta + e_i $, for $i = 1, \cdots ,n$ and $\beta \in {\bf R}^p $, the “regression quantile” $\hat{\beta } (\theta )$ estimates the coefficients of the li...