A generator matrix is a crucial component in continuous-time Markov chains that describes the rates of transition between states. It captures how quickly the process moves from one state to another, providing essential information about the behavior of the chain over time. The generator matrix is typically denoted as Q and is vital for determining the probabilities of transitioning between states, which is connected to forward and backward equations for calculating state probabilities at different times.
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