Transition density ($P_t(x,dy)=p_t(x,y)dy$)

A probability density function for the conditional future state of a Markov process given its current state. Integrating $p_t(x,y)$ over a measurable region gives its transition probability. A transition kernel need not admit a density; discrete or partly atomic transition laws require a different reference measure or a separate atomic part.