Fractional Brownian motion : approximations and projections
by
 
Banna, Oksana, author.

Title
Fractional Brownian motion : approximations and projections

Author
Banna, Oksana, author.

ISBN
9781119476771
 
9781119610335

Physical Description
1 online resource

Series
Mathematics and statistics series
 
Mathematics and statistics series (ISTE)

Contents
Projection of fBm on the Space of Martingales -- Distance Between fBm and Subclasses of Gaussian Martingales -- Approximation of fBm by Various Classes of Stochastic Processes -- Auxiliary Results from Mathematical, Functional and Stochastic Analysis -- Evaluation of the Chebyshev Center of a Set of Points in the Euclidean Space -- Simulation of fBm -- Solutions.

Abstract
This monograph studies the relationships between fractional Brownian motion (fBm) and other processes of more simple form. In particular, this book solves the problem of the projection of fBm onto the space of Gaussian martingales that can be represented as Wiener integrals with respect to a Wiener process. It is proved that there exists a unique martingale closest to fBm in the uniform integral norm. Numerical results concerning the approximation problem are given. The upper bounds of distances from fBm to the different subspaces of Gaussian martingales are evaluated and the numerical calculations are involved. The approximations of fBm by a uniformly convergent series of Lebesgue integrals, semimartingales and absolutely continuous processes are presented. As auxiliary but interesting results, the bounds from below and from above for the coefficient appearing in the representation of fBm via the Wiener process are established and some new inequalities for Gamma functions, and even for trigonometric functions, are obtained.

Local Note
John Wiley and Sons

Subject Term
Brownian motion processes.
 
Martingales (Mathematics)
 
Processus de mouvement brownien.
 
Martingales (Mathématiques)
 
MATHEMATICS -- Applied.
 
MATHEMATICS -- Probability & Statistics -- General.
 
Probability & Statistics.
 
MATHEMATICS.
 
Brownian motion processes

Genre
Electronic books.

Added Author
Mishura, I͡Ulii͡a S.,
 
Ralchenko, Kostiantyn,
 
Shklyar, S. V. (Sergiy V.),

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119476771


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book595223-1001QA274.75Wiley E-Kitap Koleksiyonu