If
is a normal random variable and the conditional distribution of
given
is (1) normal, (2) has a mean that is a linear function of
, and (3) has a variance that is constant (does not depend on
), then the pair
follows a bivariate normal distribution. The left image is a graph of the bivariate density function and the right image shows the conditional distribution of
when
takes the value of the
slider.
