Understand probability as the measure of how likely an event is to occur. Understand conditional probability – the probability of event A, given that event B has already occurred.

It is shown that certain conditional distributions, obtained by conditioning on a sufficient statistic, can be used to transform a set of random variables into a smaller set of random variables that ...