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Introduction to Quasi-Monte Carlo Integration and Applications: Compact Textbooks in Mathematics

Autor Gunther Leobacher, Friedrich Pillichshammer
en Limba Engleză Paperback – 2 oct 2014
This textbook introduces readers to the basic concepts of quasi-Monte Carlo methods for numerical integration and to the theory behind them. The comprehensive treatment of the subject with detailed explanations comprises, for example, lattice rules, digital nets and sequences and discrepancy theory. It also presents methods currently used in research and discusses practical applications with an emphasis on finance-related problems. Each chapter closes with suggestions for further reading and with exercises which help students to arrive at a deeper understanding of the material presented.

The book is based on a one-semester, two-hour undergraduate course and is well-suited for readers with a basic grasp of algebra, calculus, linear algebra and basic probability theory. It provides an accessible introduction for undergraduate students in mathematics or computer science.
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Specificații

ISBN-13: 9783319034249
ISBN-10: 3319034243
Pagini: 195
Ilustrații: XII, 195 p. 21 illus., 16 illus. in color.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.3 kg
Ediția:2014
Editura: Springer International Publishing
Colecția Birkhäuser
Seria Compact Textbooks in Mathematics

Locul publicării:Cham, Switzerland

Public țintă

Upper undergraduate

Cuprins

Preface.- Notation.- 1 Introduction.- 2 Uniform Distribution Modulo One.- 3 QMC Integration in Reproducing Kernel Hilbert Spaces.- 4 Lattice Point Sets.- 5 (t, m, s)-nets and (t, s)-Sequences.- 6 A Short Discussion of the Discrepancy Bounds.- 7 Foundations of Financial Mathematics.- 8 Monte Carlo and Quasi-Monte Carlo Simulation.- Bibliography.- Index.

Recenzii

“The book under review is based on a one-semester undergraduate course and suited for readers with a basic knowledge in linear algebra, finite fields, calculus and elementary probability theory. The authors give a concise and well-written introduction to multivariate integration by Quasi-Monte Carlo (QMC) techniques and applications to mathematical finance. … Every chapter contains interesting exercise problems and useful hints for further reading of related literature.” (Robert F. Tichy, Mathematical Reviews, June, 2015)

Notă biografică

Gunther Leobacher is assistant professor at the Institute of Financial Mathematics at the Johannes Kepler University Linz.

Friedrich Pillichshammer is associate professor at the Institute of Financial Mathematics at the Johannes Kepler University Linz.

Textul de pe ultima copertă

This textbook introduces readers to the basic concepts of quasi-Monte Carlo methods for numerical integration and to the theory behind them. The comprehensive treatment of the subject with detailed explanations comprises, for example, lattice rules, digital nets and sequences and discrepancy theory. It also presents methods currently used in research and discusses practical applications with an emphasis on finance-related problems. Each chapter closes with suggestions for further reading and with exercises which help students to arrive at a deeper understanding of the material presented.

The book is based on a one-semester, two-hour undergraduate course and is well-suited for readers with a basic grasp of algebra, calculus, linear algebra and basic probability theory. It provides an accessible introduction for undergraduate students in mathematics or computer science.

Caracteristici

Provides a quick entry into the topic Takes a hands-on approach Presents applications in quantitative finance