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Asymptotics for exponential Lévy processes and their volatility smile: survey and new results, Int (2013)

by L Andersen, A Lipton
Venue:J. Theor. Appl. Finance
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A new look at short-term implied volatility in asset price models with jumps

by Aleksandar Mijatovic, Peter Tankov - IN MATHEMATICAL FINANCE , 2013
"... We analyse the behaviour of the implied volatility smile for options close to expiry in the exponential Lévy class of asset price models with jumps. We introduce a new renormalisation of the strike variable with the property that the implied volatility converges to a non-constant limiting shape, w ..."
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We analyse the behaviour of the implied volatility smile for options close to expiry in the exponential Lévy class of asset price models with jumps. We introduce a new renormalisation of the strike variable with the property that the implied volatility converges to a non-constant limiting shape, which is a function of both the diffusion component of the process and the jump activity (Blumenthal-Getoor) index of the jump component. Our limiting implied volatility formula relates the jump activity of the underlying asset price process to the short end of the implied volatility surface and sheds new light on the difference between finite and infinite variation jumps from the viewpoint of option prices: in the latter, the wings of the limiting smile are determined by the jump activity indices of the positive and negative jumps, whereas in the former, the wings have a constant model-independent slope. This result gives a theoretical justification for the preference of the infinite variation Lévy models over the finite variation ones in the calibration based on short-maturity option prices.
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...orter. For instance, in the FX option markets, which are among the most liquid derivatives markets in the world, options with fixed values of the Black-Scholes delta are quoted for each maturity (see =-=[2]-=- for the details on the conventions in FX option markets and a natural parameterisation of the smile using the Black-Scholes delta). The market data in Figure 1 therefore suggests that, in order to un...

The small-maturity Heston forward smile

by Antoine Jacquier, Patrick Roome - SIAM J. on Financial Mathematics , 2013
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...ey options converges to the volatility of the diffusion component as the maturity tends to zero. Small-maturity asymptotics for models with jumps (including Lévy processes) have been investigated in =-=[2, 3, 48, 45, 44, 16]-=-. However, these asymptotics do not provide any information on the forward smile or forward-start-based payoffs, such as cliquets and forward-start options and the literature on this topic is sparse. ...

Efficient solution of backward jump-diffusion PIDEs with splitting and matrix exponentials

by Andrey Itkin, Numerix Llc - Journal of Computational
"... We propose a new, unified approach to solving jump-diffusion partial integro-differential equations (PIDEs) that often appear in mathematical finance. Our method consists of the following steps. First, a second-order operator splitting on financial pro-cesses (diffusion and jumps) is applied to thes ..."
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We propose a new, unified approach to solving jump-diffusion partial integro-differential equations (PIDEs) that often appear in mathematical finance. Our method consists of the following steps. First, a second-order operator splitting on financial pro-cesses (diffusion and jumps) is applied to these PIDEs. To solve the diffusion equation, we use standard finite-difference methods, which for multi-dimensional problems could also include splitting on various dimensions. For the jump part, we transform the jump integral into a pseudo-differential operator. Then for various jump models we show how to construct an appropriate first and second order approximation on a grid which supersets the grid that we used for the diffusion part. These approximations make the scheme to be unconditionally stable in time and preserve positivity of the solution which is computed either via a matrix exponential, or via Páde approximation of the matrix exponent. Various numerical experiments are provided to justify these results. 1

The small-maturity implied volatility slope for Lévy models. Available at arXiv:1310.3061

by Stefan Gerhold, Ismail , 2014
"... Abstract. We consider the at-the-money strike derivative of implied volatil-ity as the maturity tends to zero. Our main results quantify the growth of the slope for infinite activity exponential Lévy models. As auxiliary results, we obtain the limiting values of short maturity digital call options, ..."
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Abstract. We consider the at-the-money strike derivative of implied volatil-ity as the maturity tends to zero. Our main results quantify the growth of the slope for infinite activity exponential Lévy models. As auxiliary results, we obtain the limiting values of short maturity digital call options, using Mellin transform asymptotics. Finally, we discuss when the at-the-money slope is consistent with the steepness of the smile wings, as given by Lee’s moment formula. 1.
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...epness of the smile wings, as given by Lee’s moment formula. 1. Introduction Recent years have seen an explosion of the literature on asymptotics of option prices and implied volatilities (see, e.g., =-=[3, 17]-=- for many references). Such results are of practical relevance for fast model calibration, qualitative model assessment, and parametrization design. The small-time behavior of the level of implied vol...

UNIFORM BOUNDS FOR BLACK–SCHOLES IMPLIED VOLATILITY

by Michael R. Tehranchi
"... Abstract. The Black–Scholes implied total variance function is defined by VBS(k, c) = v ⇔ Φ ( − k/√v +√v/2) − ekΦ( − k/√v −√v/2) = c. The new formula VBS(k, c) = inf x∈R Φ−1 c + ekΦ(x)) − x]2 is proven. Uniform bounds on the function VBS are deduced and illustrated numerically. As a by-product of ..."
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Abstract. The Black–Scholes implied total variance function is defined by VBS(k, c) = v ⇔ Φ ( − k/√v +√v/2) − ekΦ( − k/√v −√v/2) = c. The new formula VBS(k, c) = inf x∈R Φ−1 c + ekΦ(x)) − x]2 is proven. Uniform bounds on the function VBS are deduced and illustrated numerically. As a by-product of this analysis, it is proven that F is the distribution function of a log-concave probability measure if and only if F (F−1(·) + b) is concave for all b ≥ 0. From this, an interesting class of peacocks is constructed. 1.
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...[10]) is constructed. 2. A duality formula for Black–Scholes call prices The main result of this section is the following duality formula: Lemma 2.1. For all k ∈ R and v ≥ 0 we have CBS(k, v) = sup u∈=-=[0,1]-=- [ Φ ( Φ−1(u) + √ v )− eku] . Proof. Fix k ∈ R and v ≥ 0 and let g(u) = Φ ( Φ−1(u) + √ v )− eku. If v = 0 then g(u) = u(1 − ek) ≤ (1 − ek)+ with equality if u = 1{k<0}. So suppose v > 0. Note that the...

Implied volatility of basket options . . .

by Archil Gulisashvili, Peter Tankov , 2014
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A note on high-order short-time expansions for ATM option prices under the CGMY model

by José E. Figueroa-lópez, Ruoting Gong, Christian Houdré , 2013
"... The short-time asymptotic behavior of option prices for a variety of models with jumps has received much attention in recent years. In the present work, a novel third-order approximation for ATM option prices under the CGMY Lévy model is derived, and extended to a model with an additional independen ..."
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The short-time asymptotic behavior of option prices for a variety of models with jumps has received much attention in recent years. In the present work, a novel third-order approximation for ATM option prices under the CGMY Lévy model is derived, and extended to a model with an additional independent Brownian component. Our results shed new light on the connection between both the volatility of the continuous component and the jump parameters and the behavior of ATM option prices near expiration.
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...volatility. 1 Introduction Stemming in part from its importance for model calibration and testing, small-time asymptotics of option prices have received a lot of attention in recent years (see, e.g., =-=[3]-=-, [5], [6], [10], [11], [12], [13], [15], and references therein). In the present paper, we study the small-time behavior for at-the-money (ATM) call (or equivalently, put) option prices [ Π(t) := E (...

Third-Order Short-Time Expansions for Close-to-the-Money Option Prices Under the CGMY Model

by Jose E. Figueroa-lópez, Ruoting Gong , 2015
"... The short-time asymptotic behavior of option prices for a variety of models with jumps has received much attention in recent years. In the present work, novel third-order approximations for close-to-the-money European option prices under an infinite-variation CGMY Lévy model are derived, and are th ..."
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The short-time asymptotic behavior of option prices for a variety of models with jumps has received much attention in recent years. In the present work, novel third-order approximations for close-to-the-money European option prices under an infinite-variation CGMY Lévy model are derived, and are then extended to a model with an additional independent Brownian component. The asymptotic regime considered, in which the strike is made to converge to the spot stock price as the maturity approaches zero, is relevant in applications since the most liquid options have strikes that are close to the spot price. Our results shed new light on the connection between both the volatility of the continuous component and the jump parameters and the behavior of option prices near expiration when the strike is close to the spot price. In particular, a new type of transition phenomenon is uncovered in which the third order term exhibits two distinct asymptotic regimes depending on whether
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...volatility. 1 Introduction Stemming in part from its importance for model testing and calibration, small-time asymptotics of option prices have received a lot of attention in recent years (see, e.g., =-=[3]-=-, [5], [10], [11], [18], [19], [20], [22], [25], and references therein). The fact that option prices and implied volatilities exhibit sharply different behaviors under different model assumptions pro...

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by Archil Gulisashvili A, Josep Vives B
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...thout jumps in [15] and for the Kou model in [29] and [16]. These formulas can be extended to include five terms and an error estimate. We would also like to bring the reader’s attention to the paper =-=[3]-=- concerning the asymptotic behavior of the implied volatility in exponential Lévy models. We will next briefly overview the contents of the present paper. In Subsection 2.1, we define the Mellin conv...

LARGE-MATURITY REGIMES OF THE HESTON FORWARD SMILE

by Antoine Jacquier, Patrick Roome , 2014
"... ..."
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...2 ANTOINE JACQUIER AND PATRICK ROOME (including Lévy processes), studied in the above references for large maturities and extreme strikes, ‘explode’ in small time, in a precise sense investigated in =-=[1, 2, 61, 55, 54, 20]-=-. On the other hand the literature on asymptotics of forward-start options and the forward smile is sparse. Glasserman and Wu [33] use different notions of forward volatilities to assess their predict...

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