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

摘要

We consider a simple regression model where a regressor iscomposed of order statistics, and a noise is Markov-modulated. We introducean empirical bridge of regression residuals and prove its weak convergenceto a centered Gaussian process. In the proof we