• Media type: E-Article
  • Title: R-Estimation of the Parameters of Autoregressive [Ar (p)] Models
  • Contributor: Koul, Hira L.
  • imprint: Institute of Mathematical Statistics, 1993
  • Published in: The Annals of Statistics
  • Language: English
  • ISSN: 0090-5364
  • Keywords: Time Series
  • Origination:
  • Footnote:
  • Description: <p>In an AR(p) model, R-estimation of a subset of parameters is considered when the complementary subset is possibly redundant. Along with the rank test of the full hypothesis and the subhypothesis of the parameters, both preliminary test and shrinkage R-estimators are considered. In the light of asymptotic distributional risk, the relative asymptotic risk-efficiency results are given. Though, the shrinkage R-estimator may dominate their classical versions, they do not in general dominate the preliminary test R-estimators.</p>
  • Access State: Open Access