Because r t can only be increased to γ + 1 or set to 0, the conditional probability is as follows: is the joint probability of the run length r t−1 and a set of documents D (γ) t when no change has occurred at time t and the run length becomes γ + 1.
we can simplify the equation by removing r t−1 =γ from the condition as follows: length parameter r t .