Rank-based change-point analysis for long-range dependent time series
Rank-based change-point analysis for long-range dependent time series
We consider change-point tests based on rank statistics to test for structural changes in long-range dependent observations. Under the hypothesis of stationary time series and under the assumption of a change with decreasing change-point height, the asymptotic distributions of corresponding test statistics are derived. For this, a uniform reduction principle …