ML Reviews

marginal-distribution

A marginal distribution is determined by integrating over all other variables in a joint distribution:

For the discrete case: P(x)=yP(x,y)P(x) = \sum_y P(x,y)

For the continuous case: p(x)=p(x,y)dyp(x) = \int p(x,y) dy