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Snell Envelope


The Snell envelope of an adapted stochastic process (Y_n)_(n=0)^N representing rewards is defined backward by

Z_N=Y_N,
(1)
Z_n=max{Y_n,E[Z_(n+1)|F_n]}, for n=N-1,...,0.
(2)

It is the smallest integrable stochastic process that dominates Y and satisfies E[Z_(n+1)|F_n]<=Z_n. Under standard hypotheses, Z_n is the value of an optimal stopping problem, and the first stopping time at which Z_n=Y_n is optimal. In particular, the discounted stochastic process giving the value of an American option is a Snell envelope.


See also

American Option, Conditional Expectation, Filtration, Martingale, Optimal Stopping, Stopping Time

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References

Peskir, G. and Shiryaev, A. Optimal Stopping and Free-Boundary Problems. Basel, Switzerland: Birkhäuser, 2006. https://doi.org/10.1007/978-3-7643-7390-0.Snell, J. L. "Applications of Martingale System Theorems." Trans. Amer. Math. Soc. 73, 293-312, 1952. https://doi.org/10.2307/1990670.

Cite this as:

Weisstein, Eric W. "Snell Envelope." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/SnellEnvelope.html

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