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Scaling Limits for Exponential Hedging in Trinomial Models

Yan Dolinsky, Xin Zhang

Abstract

We study scaled trinomial models converging to the Black--Scholes model, and analyze exponential certainty-equivalent prices for path-dependent European options. As the number of trading dates $n$ tends to infinity and the risk aversion is scaled as $nl$ for a fixed constant $l>0$, we derive a nontrivial scaling limit. Our analysis is purely probabilistic. Using a duality argument for the certainty equivalent, together with martingale and weak-convergence techniques, we show that the limiting problem takes the form of a volatility control problem with a specific penalty. For European options with Markovian payoffs, we analyze the optimal control problem and show that the corresponding delta-hedging strategy is asymptotically optimal for the primal problem.

Scaling Limits for Exponential Hedging in Trinomial Models

Abstract

We study scaled trinomial models converging to the Black--Scholes model, and analyze exponential certainty-equivalent prices for path-dependent European options. As the number of trading dates tends to infinity and the risk aversion is scaled as for a fixed constant , we derive a nontrivial scaling limit. Our analysis is purely probabilistic. Using a duality argument for the certainty equivalent, together with martingale and weak-convergence techniques, we show that the limiting problem takes the form of a volatility control problem with a specific penalty. For European options with Markovian payoffs, we analyze the optimal control problem and show that the corresponding delta-hedging strategy is asymptotically optimal for the primal problem.

Paper Structure

This paper contains 4 sections, 13 theorems, 110 equations.

Key Result

Theorem 1.1

We have that where $\blacktriangleleft$$\blacktriangleleft$

Theorems & Definitions (27)

  • Theorem 1.1
  • Lemma 2.1
  • proof
  • Corollary 2.2
  • proof
  • Lemma 2.3
  • proof
  • Corollary 2.4
  • proof
  • Lemma 3.1
  • ...and 17 more