Conditional variance

In statistics conditional variance is a special form of the variance statistics. If we have a conditional distribution y|x the conditional variance is defined as

$Var(y|x)=E((y-E(y|x))^{2}|x)$,

where E is the expectation operator. Conditional variances are important parts of ARCH models.