Quantitative Analysis.
Trading Platform.
Python for Excel.
Author.

Printable PDF file
I.Basic math.
II.Pricing and Hedging.
1.Basics of derivative pricing I.
2.Change of numeraire.
A.Definition of the change of numeraire.
B.Useful calculation.
C.Transformation of SDE based on change of measure results.
D.Transformation of SDE in a two asset situation.
E.Transformation of SDE based on term matching.
F.Invariant representation for the drift modification.
G.Transformation of SDE based on delta hedging.
H.Example. Change of numeraire in the Black-Scholes economy.
I.Other ways to look at the change of numeraire.
3.Basics of derivative pricing II.
4.Market model.
5.Currency Exchange.
6.Credit risk.
7.Incomplete markets.
III.Explicit techniques.
IV.Data Analysis.
V.Implementation tools.
VI.Basic Math II.
VII.Implementation tools II.
Bibliography.
Forum Notation Index Contents

Transformation of SDE based on delta hedging.


he goal of this section is to understand the change of numeraire from trading point of view. We perform the delta-hedging argument and connect the change of numeraire to the change of variables in the backward Kolmogorov's equation.

The state is given by the processes $X_{t}$ and $Y_{t}$ suitable as numeraires ( Suitable numeraire). There is a traded derivative with the price MATH. We haveMATH andMATH Assuming that the derivative is defined by the final pay off MATH, the function MATH has two descriptions. The notations are explained below.

First description:MATHMATHMATH Second description:

MATHMATHMATH

We assume above that in the numeraire $Z$ the SDEs areMATHMATH The $\sigma dW$ stands for a scalar product of columns. The notation MATH stands for

MATH(XY bracket)
MATH According to the ( Change of Brownian motion) the $\mu$ terms are connected by the relationshipsMATHMATHMATH Similarly,MATHMATH

We would like to see connection of these results to the delta hedging argument.

We have a derivative $V$ in the market given by the state variable $\left( X,Y\right) $. We form a portfolioMATH and perform the $\Delta-$hedging calculation (see the argument in the chapter ( Delta hedging)):MATHMATHMATH We perform the change of the unknown functionMATH so we calculate derivativesMATHMATHMATHMATH substitute these into the PDEMATH and simplifyMATHMATH By the symmetry of $x$ and $y$ variablesMATHMATHMATH Hence, we obtainMATHMATHMATHMATH These results agree with the previously stated goalsMATH andMATH Hence, from the PDE point of view, change of numeraire is the particular multiplicative change of the unknown function. It also may be regarded as a change of units of measure. We change from $V$ measured in units of currency to the $v$ measured in units of the price of a traded instrument $x$.





Forum Notation Index Contents


















Copyright 2007.