In probability theory, the telegraph process is a memoryless continuous-time stochastic process that shows two distinct values.
Contents
If these are called a and b, the process can be described by the following master equations:
and
The process is also known under the names Kac process , dichotomous random process.
Properties
Knowledge of an initial state decays exponentially. Therefore, for a time in the remote future, the process will reach the following stationary values, denoted by subscript s:
Mean:
Variance:
One can also calculate a correlation function:
Application
This random process finds wide application in model building:
References
Telegraph process Wikipedia(Text) CC BY-SA