Additive normal tempered stable processes for equity derivatives and power-law scaling
نویسندگان
چکیده
We introduce a simple additive process for equity index derivatives. The model generalizes Lévy Normal Tempered Stable processes (e.g. NIG and VG) with time-dependent parameters. It accurately fits the volatility surfaces in whole time range of quoted instruments, including options small time-horizon (days) long (years). via its characteristic function. This allows using classical Fourier pricing techniques. discuss calibration issues detail we show that, terms mean squared error, is on average two orders magnitude better than both Sato alternatives. that even if loses stationarity property processes, it presents interesting scaling properties calibrated
منابع مشابه
On the Transition Law of Tempered Stable Ornstein–uhlenbeck Processes
In this paper, a stochastic integral of Ornstein–Uhlenbeck type is represented to be the sum of two independent random variables: one has a tempered stable distribution and the other has a compound Poisson distribution. In distribution, the compound Poisson random variable is equal to the sum of a Poisson-distributed number of positive random variables, which are independent and identically dis...
متن کاملGeneralized Tempered Stable Processes
This work introduces the class of generalized tempered stable processes which encompass variations on tempered stable processes that have been introduced in the field, including “modified tempered stable processes [8],” “layered stable processes [6],” and “Lamperti stable processes [3].” Short and long time behavior of GTS Lévy processes is characterized and the absolute continuity of GTS proce...
متن کاملTempered Stable Distributions and Processes
We investigate the class of tempered stable distributions and their associated processes. Our analysis of tempered stable distributions includes limit distributions, parameter estimation and the study of their densities. Regarding tempered stable processes, we deal with density transformations and compute their p-variation indices. Exponential stock models driven by tempered stable processes ar...
متن کاملApproximating Multivariate Tempered Stable Processes
Abstract. We give a simple method to approximate multidimensional exponentially tempered stable processes and show that the approximating process converges in the Skorokhod topology to the tempered process. The approximation is based on the generation of a random angle and a random variable with a lower dimensional Lévy measure. We then show that if an arbitrarily small normal random variable i...
متن کاملParameter estimation for tempered power law distributions ∗
Tail estimates are developed for power law probability distributions with exponential tempering using a conditional maximum likelihood approach based on the upper order statistics. The method is demonstrated on simulated data from a tempered stable distribution, and for several data sets from geophysics and finance that show a power law probability tail with some tempering.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Quantitative Finance
سال: 2021
ISSN: ['1469-7696', '1469-7688']
DOI: https://doi.org/10.1080/14697688.2021.1983200