Overview
ABSTRACT
This article presents the classical theory of asset pricing for financial derivatives. Moreover, the Black and Scholes model and, more generally local volatility models, are defined from Brownian motions that we introduce. Numerical procedures to compute prices are provided with Python scripts. At last, a new approach in discrete time is presented that avoids the risk neutral probability measures.
Read this article from a comprehensive knowledge base, updated and supplemented with articles reviewed by scientific committees.
Read the articleAUTHOR
-
Emmanuel LÉPINETTE: Lecturer at Ceremade, UMR CNRS 7534 - Université Paris Dauphine, PSL, Paris, France
INTRODUCTION
The Bachelier World Congress has been organized every two years by the Bachelier Finance Society since 2000. This conference is a must-attend meeting place for leading specialists in financial mathematics. It bears the name of Louis Bachelier, a French mathematician who is credited with the birth of a new field of mathematics, applied to finance, by introducing random walks to model prices, even before the mathematical foundations of probability theory had been definitively laid. However, before Bachelier, it seems that Jules Regnault, a stockbroker on the Paris Bourse, was the first to propose modeling price variations using random walks in his work Calculation of chances and philosophy of the award (see ).
March 29, 1900, Louis Bachelier defended his doctoral thesis, supervised by Henri Poincaré. The originality of his work lies in the use of Brownian motion for the first time to model variations in the price of a financial asset. Brownian motion takes its name from a Scottish botanist, Richard Brown, who observed the agitation of pollen particles suspended in water. A little later, in 1905, Einstein and Jean Perrin use Brownian motion to estimate the Avogadro number .
American mathematician Norbert Wiener who, between 1920 and 1924, gave a rigorous mathematical definition to the mathematical object of Brownian motion, also known as the Wiener process. It is a law (of random variables) whose possible values are continuous trajectories. ...
Exclusive to subscribers. 97% yet to be discovered!
You do not have access to this resource.
Click here to request your free trial access!
Already subscribed? Log in!
The Ultimate Scientific and Technical Reference
KEYWORDS
Black and Scholes model | stochastic calculus | Ito integral | arbitrage opportunity | local volatility | european call
This article is included in
Mathematics
This offer includes:
Knowledge Base
Updated and enriched with articles validated by our scientific committees
Services
A set of exclusive tools to complement the resources
Practical Path
Operational and didactic, to guarantee the acquisition of transversal skills
Doc & Quiz
Interactive articles with quizzes, for constructive reading
Financial mathematics: valuation of derivatives
Bibliography
- (1) - BAPTISTE (J.), CARASSUS (L.), LÉPINETTE (E.) - Pricing without martingale measure - (2020). https://hal.archives-ouvertes.fr/hal-01774150 .
- (2) - BAPTISTE...
Websites
The "Black Friday" of the financial markets (2016):
Congrès international Bachelier World Congress :...
Exclusive to subscribers. 97% yet to be discovered!
You do not have access to this resource.
Click here to request your free trial access!
Already subscribed? Log in!
The Ultimate Scientific and Technical Reference