Panel-observed multi-state likelihood

When a multi-state process is observed only at clinic times, an observed interval from state $r$ to state $s$ over duration $u$ contributes the transition probability $P_{rs}(u)$. An exactly observed transition $r\to s$ at the interval endpoint additionally contributes its transition intensity $q_{rs}$.