Central limit theorem for degenerate U-Statistics of Absolutely Regular Processes with Applications to Model Specification Testing Academic Article uri icon

abstract

  • Under quite general conditions we establish a central limit theorem for second order degenerate U-statistics of absolutely regular processes. The new central limit theorem is then used to establish the validity of an asymptotic test for the parametric functional form of a general regression model involving time series.

published proceedings

  • Journal of Nonparametric Statistics

author list (cited authors)

  • Fan, Y., & Li, Q. i.

citation count

  • 102

complete list of authors

  • Fan, Yanqin||Li, Qi

publication date

  • January 1999