• Title/Summary/Keyword: doubly robustified estimating function

Search Result 1, Processing Time 0.015 seconds

A DOUBLY ROBUSTIFIED ESTIMATING FUNCTION FOR ARCH TIME SERIES MODELS

  • Kim, Sahm;Hwang, S.Y.
    • Journal of the Korean Statistical Society
    • /
    • v.36 no.3
    • /
    • pp.387-395
    • /
    • 2007
  • We propose a doubly robustified estimating function for the estimation of parameters in the context of ARCH models. We investigate asymptotic properties of estimators obtained as solutions of robust estimating equations. A simulation study shows that robust estimator from specified doubly robustified estimating equation provides better performance than conventional robust estimators especially under heavy-tailed distributions of innovation errors.