Covariance is a measure of the joint variability of two random variable variables.
represents the covariance between two jointly distributed real-valued random variables and
If the random variable pair can take on the values
for
with equal probabilities
, then the covariance can be written as:
if probabilities are not equal, the covariance could be:
