by definition, \(p_{++}\) is the probability of event ++ in the entire population space, whereas \(\hat{p}_{++}\) is the occurrence ratio of event ++ in a set of sample events from one particular experiment run. Since any set of experimental sample event is only a subset of the population space, the replacement (\ref{eqn:replace}) is using a subset to represent the entire population space.