A limit process for a sequence of partial sums of residuals of a simple regression against order statistics with Markov-modulated noise

Abstract

We consider a simple regression model where a regressor is composed of order statistics and a noise is Markov-modulated. We introduce an empirical bridge of regression residuals and prove its weak convergence to a centered Gaussian process.