The covariance is defined as ; my convention is to write it with . It's also often denoted (which might actually be a somewhat less confusing notation), or sometimes . (Presumably is the square root of the covariance.) I may have inadvertently dropped the in lecture today for some instances...

Kate Scholberg 2014-11-10