Physics and Finance

1. Auflage 2021
ISBN: 978-3-030-63645-6
Verlag: Springer International Publishing

Buch, Englisch, 286 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 452 g

Reihe: Undergraduate Lecture Notes in Physics

This book introduces physics students to concepts and methods of finance. Despite being perceived as quite distant from physics, finance shares a number of common methods and ideas, usually related to noise and uncertainties. Juxtaposing the key methods to applications in both physics and finance articulates both differences and common features, this gives students a deeper understanding of the underlying ideas. Moreover, they acquire a number of useful mathematical and computational tools, such as stochastic differential equations, path integrals, Monte-Carlo methods, and basic cryptology. Each chapter ends with a set of carefully designed exercises enabling readers to test their comprehension.

Zielgruppe

Upper undergraduate

Autoren/Hrsg.

Ziemann, Volker

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Mathematik | Informatik Mathematik Stochastik Stochastische Prozesse
• Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Internationale Finanzmärkte
• Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Finanzsektor & Finanzdienstleistungen: Allgemeines
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik

Inhaltsverzeichnis

Chapter 1 - Introduction.- Chapter 2 - Concepts of finance.- Chapter 3 - Portfolio theory and CAPM.- Chapter 4 - Stochastic processes.- Chapter 5 - Black-Scholes differential equation.- Chapter 6 - The Greeks and risk management.- Chapter 7 - Regression models and hypothesis testing.- Chapter 8 - Time series.- Chapter 9 - Bubbles, crashes, fat tails and Levy-stable distributions.- Chapter 10 - Quantum finance and path integrals.- Chapter 11 - Optimal control theory.

Über Autor(innen)

Volker Ziemann obtained his Ph.D. in accelerator physics from Dortmund University in 1990. After postdoctoral positions in Stanford at SLAC and in Geneva at CERN, where he worked on the design of the LHC, in 1995, he moved to Uppsala where he worked at the electron-cooler storage ring CELSIUS. In 2005, he moved to the physics department where he has since taught physics. He was responsible for several accelerator physics projects at CERN, DESY, and XFEL. In 2014, he received the Thuréus prize from the Royal Society of Sciences in Uppsala.