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Long Memory Stochastic volatility (LMSV) models capture two standardized features of financial data: the log-returns are uncorrelated, but their squares, or absolute values are (highly) dependent and they may have heavy tails. EGARCH and…

统计理论 · 数学 2013-02-12 Rafal Kulik , Philippe Soulier

We present a theory of option pricing and hedging, designed to address non-perfect arbitrage, market friction and the presence of `fat' tails. An implied volatility `smile' is predicted. We give precise estimates of the residual risk…

凝聚态物理 · 物理学 2016-08-31 Jean-Philippe Bouchaud , Giulia Iori , Didier Sornette

This paper addresses heavy-tailed large deviation estimates for the distribution tail of functionals of a class of spectrally one-sided L\'evy process. Our contribution is to show that these estimates remain valid in a near-critical regime.…

概率论 · 数学 2017-02-03 Bart Kamphorst , Bert Zwart

This paper studies properties of functions having monotone tails. We extend Theorem 1 of Dhaene et al. (2002a) and show how the tail quantiles of a random variable transformed with a monotone tail function can be expressed as the…

概率论 · 数学 2025-08-19 Hamza Hanbali , Daniel Linders

In the paper, we find exact asymptotics of the left tail of renewal measure for a broad class of two-sided random walks. We only require that an exponential moment of the left tail is finite. Through a simple change of measure approach, our…

概率论 · 数学 2017-08-01 Bartosz Kołodziejek

Many processes must complete in the presence of failures. Different systems respond to task failure in different ways. The system may resume a failed task from the failure point (or a saved checkpoint shortly before the failure point), it…

We solve the first-passage problem for the Heston random diffusion model. We obtain exact analytical expressions for the survival and hitting probabilities to a given level of return. We study several asymptotic behaviors and obtain…

统计金融 · 定量金融 2010-03-25 Jaume Masoliver , Josep Perello

We investigate a way of comparing and classifying tails of random variables. Our approach extends the notion of classical indices, such as exponential and moment indices, which are widely used measuring heaviness of tail functions. A…

概率论 · 数学 2013-10-07 Jaakko Lehtomaa

In this thesis, the tail properties of multivariate Archimedean copulas are investigated using known representation theorems involving L1-norm symmetric distributions and the Williamson d-transform. Several new results on the asymptotic…

概率论 · 数学 2010-08-11 Martin Larsson

We consider a regression framework where the design points are deterministic and the errors possibly non-i.i.d. and heavy-tailed (with a moment of order $p$ in $[1,2]$). Given a class of candidate regression functions, we propose a…

统计理论 · 数学 2025-06-03 Yannick Baraud , Guillaume Maillard

We analyze the left-tail asymptotics of deformed Tracy-Widom distribution functions describing the fluctuations of the largest eigenvalue in invariant random matrix ensembles after removing each soft edge eigenvalue independently with…

数学物理 · 物理学 2022-10-19 Thomas Bothner , Robert Buckingham

We deduce the non-asymptotical (bilateral) estimates for moment inequalities for multiple sums of non-negative (more precisely, non-negative) independent random variables, on the other words, the well known U or V-statistics. Our…

概率论 · 数学 2018-01-24 E. Ostrovsky , L. Sirota

In this paper we discuss the asymptotic behaviour of random contractions $X=RS$, where $R$, with distribution function $F$, is a positive random variable independent of $S\in (0,1)$. Random contractions appear naturally in insurance and…

概率论 · 数学 2013-05-14 Enkelejd Hashorva , Anthony G. Pakes , Qihe Tang

We introduce a novel multi-factor Heston-based stochastic volatility model, which is able to reproduce consistently typical multi-dimensional FX vanilla markets, while retaining the (semi)-analytical tractability typical of affine models…

证券定价 · 定量金融 2015-03-20 Alvise De Col , Alessandro Gnoatto , Martino Grasselli

An asymptotic model for extreme behavior of certain Markov chains is the "tail chain". Generally taking the form of a multiplicative random walk, it is useful in deriving extremal characteristics such as point process limits. We place this…

概率论 · 数学 2011-12-30 Sidney I. Resnick , David Zeber

We review and illustrate how the volatility smile translates into a probability distribution, the market-implied probability distribution representing believes priced in. The effects of changes in the smile are examined. Special attention…

证券定价 · 定量金融 2009-11-05 Ulrich Kirchner

We present a stochastic-local volatility model for derivative contracts on commodity futures able to describe forward-curve and smile dynamics with a fast calibration to liquid market quotes. A parsimonious parametrization is introduced to…

证券定价 · 定量金融 2020-01-27 Emanuele Nastasi , Andrea Pallavicini , Giulio Sartorelli

There are several ways to establish the asymptotic normality of $L$-statistics, which depend on the choice of the weights-generating function and the cumulative distribution selection of the underlying model. In this study, we focus on…

统计理论 · 数学 2024-07-23 Chudamani Poudyal

We invert the Black-Scholes formula. We consider the cases low strike, large strike, short maturity and large maturity. We give explicitly the first 5 terms of the expansions. A method to compute all the terms by induction is also given. At…

证券定价 · 定量金融 2016-11-25 Cyril Grunspan

We study the tail behavior of the distribution of the sum of asymptotically independent risks whose marginal distributions belong to the maximal domain of attraction of the Gumbel distribution. We impose conditions on the distribution of…

概率论 · 数学 2009-06-29 Abhimanyu Mitra , Sidney I. Resnick