Copula-Based Univariate Time Series Structural Shift Identification Test
  An approach is proposed to determine structural shift in time-series assuming non-linear dependence of lagged values of dependent variable. Copulas are used to model non-linear dependence of time series components. 
Henry Penikas
q-fin.GN