Continuous-time Markov chains have the usual transition matrices which are, in addition, parameterized by time, t {\displaystyle t\ } . Specifically, if E 1 , E 2 , E 3 , E 4 {\displaystyle E_{1},E_{2},E_{3},E_{4}\ } are the states, then the transition matrix