Stein factors for variance-gamma approximation in the Wasserstein and Kolmogorov distances
نویسندگان
چکیده
We obtain new bounds for the solution of variance-gamma (VG) Stein equation that are correct form approximations in terms Wasserstein and Kolmogorov metrics. These hold all parameters values four parameter VG class. As an application we explicit distance error a six moment theorem approximation double Wiener-Itô integrals.
منابع مشابه
Stein Type Estimators for Disturbance Variance in Linear Regression Model
This article has no abstract.
متن کاملthe search for the self in becketts theatre: waiting for godot and endgame
this thesis is based upon the works of samuel beckett. one of the greatest writers of contemporary literature. here, i have tried to focus on one of the main themes in becketts works: the search for the real "me" or the real self, which is not only a problem to be solved for beckett man but also for each of us. i have tried to show becketts techniques in approaching this unattainable goal, base...
15 صفحه اولOn Stein’s factors for Poisson approximation in Wasserstein distance
In this note, we provide a probabilistic proof of various Stein’s factors for Poisson approximation in terms of the Wasserstein distance.
متن کاملBootstrapping the Stein Variance Estimator
This paper applies the bootstrap methods proposed by Efron (1979) to the Stein variance estimator proposed by Stein (1964). It is shown by Monte Carlo experiments that the parametric bootstrap yields the considerable accurate estimates of mean, standard error and confidence limits of the Stein variance estimator.
متن کاملVariance-Gamma approximation via Stein’s method
Variance-Gamma distributions are widely used in financial modelling and contain as special cases the normal, Gamma and Laplace distributions. In this paper we extend Stein’s method to this class of distributions. In particular, we obtain a Stein equation and smoothness estimates for its solution. This Stein equation has the attractive property of reducing to the known normal and Gamma Stein equ...
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: Journal of Mathematical Analysis and Applications
سال: 2022
ISSN: ['0022-247X', '1096-0813']
DOI: https://doi.org/10.1016/j.jmaa.2022.126274