Probability Distributions

Overview of Poisson-Multinomial Relationship

A sum of independent Poisson variables is Poisson with the summed rate. Conditioned on that sum, the individual counts follow a multinomial distribution.

Multivariate Normal Distribution

Deriving the marginal and conditional distributions of a partitioned multivariate normal.