This dissertation contains three essays on nonprametric and semiparametric regression mod-
In the first essay, we propose an estimation procedure for value at risk (VaR) and expected
shortfall (TailVaR.) for conditional distributions of a time series of returns on a financial asset.
Our approach combines a local polynomial estimator of...