· 5 min
Conditional Heteroskedasticity and GARCH
A return is serially uncorrelated yet dependent, the dependence in its conditional variance. Detecting volatility clustering, the ARCH and GARCH recursions, the heavy tails and ARMA structure of the squares, quasi-likelihood estimation, and the asymmetric leverage models.