Geon Ho Choe

Quantitative Methods for Finance with Simulations II

Numerical Methods and Monte Carlo Integration

• Gebundenes Buch

Produktbeschreibung

This self-contained book is the second of a two-volume set providing a thorough introduction to quantitative finance, covering both theoretical and computational methods.

This volume covers numerical methods, including numerical solutions of ordinary and partial differential equations such as the Black Scholes Merton equation, as well as stochastic differential equations, Monte Carlo methods, estimation of implied volatility, stochastic volatility models, and Fourier transform methods for option pricing. The numerical methods are implemented in both Matlab and Python. Background in mathematics is included in the appendices and the level of familiarity with computer programming is kept to a minimum.

Produktdetails

• Springer Texts in Business and Economics
• Verlag: Springer, Berlin; Springer
• Erscheinungstermin: April 2026
• Englisch
• ISBN-13: 9783032123305
• Artikelnr.: 75835290

Autorenporträt

Geon Ho Choe is Emeritus Professor at Korea Advanced Institute of Science and Technology (KAIST). He obtained his PhD in Mathematics at the University of California, Berkeley, in 1987. In a career spanning several decades, he supervised 21 PhD students. He is the author of the books Computational Ergodic Theory (Springer, 2005) and Stochastic Analysis for Finance with Simulations (Springer, 2016). He received the 2022 Korean Mathematical Society Education Award.