Mixture Quantiles Estimated by Constrained Linear Regression

Cheng Peng, Yizhou Li, Stan Uryasev

We study the problem of modeling univariate distributions via their quantile functions. We introduce a flexible family of distributions whose quantile function is a linear combinat…