Monday, May 10, 2010

Conditional Heteroskedasticity

A regression exhibits conditional heteroskedasticity if the variance of the regression errors:
  • are not constant
  • and
  • changes as function of the regression independent variables.

The squared residual (i.e, residual is the estimated error) is used to proxy the error variance.

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