140 research outputs found
Some Results on Skorokhod Embedding and Robust Hedging with Local Time
In this paper, we provide some results on Skorokhod embedding with local time
and its applications to the robust hedging problem in finance. First we
investigate the robust hedging of options depending on the local time by using
the recently introduced stochastic control approach, in order to identify the
optimal hedging strategies, as well as the market models that realize the
extremal no-arbitrage prices. As a by-product, the optimality of Vallois'
Skorokhod embeddings is recovered. In addition, under appropriate conditions,
we derive a new solution to the two-marginal Skorokhod embedding as a
generalization of the Vallois solution. It turns out from our analysis that one
needs to relax the monotonicity assumption on the embedding functions in order
to embed a larger class of marginal distributions. Finally, in a full-marginal
setting where the stopping times given by Vallois are well-ordered, we
construct a remarkable Markov martingale which provides a new example of fake
Brownian motion
Pathwise super-replication via Vovk's outer measure
Since Hobson's seminal paper [D. Hobson: Robust hedging of the lookback
option. In: Finance Stoch. (1998)] the connection between model-independent
pricing and the Skorokhod embedding problem has been a driving force in robust
finance. We establish a general pricing-hedging duality for financial
derivatives which are susceptible to the Skorokhod approach.
Using Vovk's approach to mathematical finance we derive a model-independent
super-replication theorem in continuous time, given information on finitely
many marginals. Our result covers a broad range of exotic derivatives,
including lookback options, discretely monitored Asian options, and options on
realized variance.Comment: 18 page
The maximum maximum of a martingale with given marginals
We obtain bounds on the distribution of the maximum of a martingale with
fixed marginals at finitely many intermediate times. The bounds are sharp and
attained by a solution to -marginal Skorokhod embedding problem in
Ob{\l}\'oj and Spoida [An iterated Az\'ema-Yor type embedding for finitely many
marginals (2013) Preprint]. It follows that their embedding maximizes the
maximum among all other embeddings. Our motivating problem is superhedging
lookback options under volatility uncertainty for an investor allowed to
dynamically trade the underlying asset and statically trade European call
options for all possible strikes and finitely-many maturities. We derive a
pathwise inequality which induces the cheapest superhedging value, which
extends the two-marginals pathwise inequality of Brown, Hobson and Rogers
[Probab. Theory Related Fields 119 (2001) 558-578]. This inequality, proved by
elementary arguments, is derived by following the stochastic control approach
of Galichon, Henry-Labord\`ere and Touzi [Ann. Appl. Probab. 24 (2014)
312-336].Comment: Published at http://dx.doi.org/10.1214/14-AAP1084 in the Annals of
Applied Probability (http://www.imstat.org/aap/) by the Institute of
Mathematical Statistics (http://www.imstat.org
Model-independent pricing with insider information: a Skorokhod embedding approach
In this paper, we consider the pricing and hedging of a financial derivative
for an insider trader, in a model-independent setting. In particular, we
suppose that the insider wants to act in a way which is independent of any
modelling assumptions, but that she observes market information in the form of
the prices of vanilla call options on the asset. We also assume that both the
insider's information, which takes the form of a set of impossible paths, and
the payoff of the derivative are time-invariant. This setup allows us to adapt
recent work of Beiglboeck, Cox and Huesmann (2016) to prove duality results and
a monotonicity principle, which enables us to determine geometric properties of
the optimal models. Moreover, we show that this setup is powerful, in that we
are able to find analytic and numerical solutions to certain pricing and
hedging problems
Robust pricing and hedging of double no-touch options
Double no-touch options, contracts which pay out a fixed amount provided an
underlying asset remains within a given interval, are commonly traded,
particularly in FX markets. In this work, we establish model-free bounds on the
price of these options based on the prices of more liquidly traded options
(call and digital call options). Key steps are the construction of super- and
sub-hedging strategies to establish the bounds, and the use of Skorokhod
embedding techniques to show the bounds are the best possible.
In addition to establishing rigorous bounds, we consider carefully what is
meant by arbitrage in settings where there is no {\it a priori} known
probability measure. We discuss two natural extensions of the notion of
arbitrage, weak arbitrage and weak free lunch with vanishing risk, which are
needed to establish equivalence between the lack of arbitrage and the existence
of a market model.Comment: 32 pages, 5 figure
Optimal Skorokhod embedding under finitely-many marginal constraints
The Skorokhod embedding problem aims to represent a given probability measure
on the real line as the distribution of Brownian motion stopped at a chosen
stopping time. In this paper, we consider an extension of the optimal Skorokhod
embedding problem to the case of finitely-many marginal constraints. Using the
classical convex duality approach together with the optimal stopping theory, we
obtain the duality results which are formulated by means of probability
measures on an enlarged space. We also relate these results to the problem of
martingale optimal transport under multiple marginal constraints
On the monotonicity principle of optimal Skorokhod embedding problem
In this paper, we provide an alternative proof of the monotonicity principle
for the optimal Skorokhod embedding problem established by Beiglb\"ock, Cox and
Huesmann. This principle presents a geometric characterization that reflects
the desired optimality properties of Skorokhod embeddings. Our proof is based
on the adaptation of the Monge-Kantorovich duality in our context together with
a delicate application of the optional cross-section theorem and a clever
conditioning argument
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