• Title of article

    Bootstrap confidence intervals for the simultaneous equations model under heavy-tailed contamination

  • Author/Authors

    Gatto، نويسنده , , R.، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2001
  • Pages
    12
  • From page
    1159
  • To page
    1170
  • Abstract
    A simulation study illustrates the good accuracy of the bootstrap bias-corrected accelerated confidence interval (BCa) by Efron [1] in the simultaneous equations model when the errors are generated from a normal distribution contaminated by a heavy-tailed distribution. When the sample size is small, the BCa confidence interval is shown to have a substantially smaller coverage error than the normal asymptotic interval, which is, however, often used in practice.
  • Keywords
    ?-Stable distribution , Asymptotic approximation , Bias-corrected accelerated confidence interval , Contaminated distribution , Likelihood function , M-estimator , Monte Carlo resampling , Small Sample Size , Influence function
  • Journal title
    Mathematical and Computer Modelling
  • Serial Year
    2001
  • Journal title
    Mathematical and Computer Modelling
  • Record number

    1592266