Past exam of the mathematical and Computational Biology course of the University of Cambridge / 2025 / Paper 1 / 6 / a / Solution

For independent geometric random variables supported on $1,2,\dots$, put $S={\sum }_i{x}_i$. Multiplication of their probability mass functions gives the likelihood functionThere are $n$ terminal successes and $S-n$ preceding failures.