The normal distribution (also called the Gaussian distribution or the
famous ``bell-shaped'' curve) is the most important and widely used
distribution in statistics. The normal distribution is characterized
by two parameters, 
and 
, namely, the mean and variance
of the population having the normal distribution. We will use the
notation 
to denote a random variable which is
distributed normally with mean and variance .