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Subordinator (mathematics)

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In the mathematics of probability, a subordinator is a concept related to stochastic processes. A subordinator is itself a stochastic process of the evolution of time within another stochastic process, the subordinated stochastic process. In other words, a subordinator will determine the random number of "time steps" that occur within the subordinated process for a given unit of chronological time.

Contents

In order to be a subordinator a process must be a Lévy process. It also must be increasing, almost surely.

Definition

A subordinator is an increasing (a.s.) Lévy process.

Examples

The variance gamma process can be described as a Brownian motion subject to a gamma subordinator. If a Brownian motion, W ( t ) , with drift θ t is subjected to a random time change which follows a gamma process, Γ ( t ; 1 , ν ) , the variance gamma process will follow:

X V G ( t ; σ , ν , θ ) := θ Γ ( t ; 1 , ν ) + σ W ( Γ ( t ; 1 , ν ) ) .

The Cauchy process can be described as a Brownian motion subject to a Lévy subordinator.

References

Subordinator (mathematics) Wikipedia