MultipleAssetsOptions: Valuation of Mutiple Assets Options

In fExoticOptions: Rmetrics - Pricing and Evaluating Exotic Option

Valuation of Mutiple Assets Options

Description

A collection and deswcription of functions to valuate multiple asset options. Multiple asset options, as the name implies, are options whose payoff is based on two (or more) assets. The two assets are associated with one another through their correlation coefficient.

The functions are:

TwoAssetCorrelationOption	Two Asset Correlation Option,
EuropeanExchangeOption	Exchange-One-Asset-For-Another ...,
AmericanExchangeOption	... European or American Option,
ExchangeOnExchangeOption	Exchange Option on an Exchange Option,
TwoRiskyAssetsOption	Option on the Min/Max of 2 Risky Assets,
SpreadApproxOption	Spread Option Approximation.

Usage

TwoAssetCorrelationOption(TypeFlag, S1, S2, X1, X2, Time, r,
    b1, b2, sigma1, sigma2, rho, title = NULL, description = NULL) 
EuropeanExchangeOption(S1, S2, Q1, Q2, Time, r, b1, b2, 
    sigma1, sigma2, rho, title = NULL, description = NULL)
AmericanExchangeOption(S1, S2, Q1, Q2, Time, r, b1, b2, sigma1,
    sigma2, rho, title = NULL, description = NULL)
ExchangeOnExchangeOption(TypeFlag, S1, S2, Q, time1, Time2, r, 
    b1, b2, sigma1, sigma2, rho, title = NULL, description = NULL)
TwoRiskyAssetsOption(TypeFlag, S1, S2, X, Time, r, b1, 
    b2, sigma1, sigma2, rho, title = NULL, description = NULL)
SpreadApproxOption(TypeFlag, S1, S2, X, Time, r, sigma1, 
    sigma2, rho, title = NULL, description = NULL)

Arguments

b1, b2	the annualized cost-of-carry rate for the first and second asset, a numeric value; e.g. 0.1 means 10% pa.
description	a character string which allows for a brief description.
Q, Q1, Q2	additionally , quantity of the first and second asset.
r	the annualized rate of interest, a numeric value; e.g. 0.25 means 25% p.a.
rho	the correlation coefficient between the returns on the two assets.
S1, S2	the first and second asset price, numeric values.
sigma1, sigma2	the annualized volatility of the first and second underlying security, a numeric value; e.g. 0.3 means 30% volatility p.a.
Time	the time to maturity measured in years, a numeric value; e.g. 0.5 means 6 months.
time1, Time2	the time to maturity measured in years, a numeric value; e.g. 0.5 means 6 months.
title	a character string which allows for a project title.
TypeFlag	usually a character string either "c" for a call option or a "p" for a put option, except for [ExchangeOnExchange*] - a character string either, "1" denotes: option to exchange Q*S2 for the option to exchange S2 for S1, "2" denotes option to exchange the option to exchange S2 for S1, in return for Q*S2, "3" denotes: option to exchange Q*S2 for the option to exchange S1 for S2, "4" denotes option to exchange the option to exchange S1 for S2, in return for Q*S2; [TwoRiskyAssets*] - a character string either, "cmin" denotes: call on the minimum, "cmax" denotes: call on the maximum, "pmin" denotes: call on the minimum, "pmax" denotes: call on the maximum of two risky assets.
X	the exercise price, a numeric value.
X1, X2	the first and second exercise price, numeric values.

Details

Two-Asset Correlation Options:

A two asset correlation options have two underlying assets and two strike prices. A two asset correlation call option on two assets S1 and S2 with a strike prices X1 and X2 has a payoff of max(S2-X2,0) if S1>X1 and 0 otherwise, and a put option has a payoff of max(X2-S2,0) if S1<X1 and 0 otherwise. Two asset correlation options can be priced analytically using a model introduced by Zhang (1995).
[Haug's Book, Chapter 2.8.1]

Exchange-One-Asset-For-Another Options:

The exchange option gives the holder the right to exchange one asset for another. The payoff for this option is the difference between the prices of the two assets at expiration. The analytical calculation of European exchange option is based on a modified Black Scholes formula originally introduced by Margrabe (1978). A binomial lattice is used for the numerical calculation of an American or European style exchange option.
[Haug's Book, Chapter 2.8.2]

Exchange-On-Exchange Options:

Exchange options on exchange options can be found embedded in many sequential exchange opportunities [1]. As an example, a bond holder converting into a stock, later exchanging the shares received for stocks of an acquiring firm. This complex option can be priced analytically using a model introduced by Carr (1988).
[Haug's Book, Chapter 2.8.3]

Portfolio Options:

A portfolio option is an American (or European) style option on the maximum of the sum of the prices of two assets and a fixed strike price. A portfolio call option on two assets S1 and S2 with a strike price X has a payoff of max((S1+S2)-X,0) and a put option has a payoff of max((X-(S1+S2),0). A binomial lattice is used for the numerical calculation of an American or European style portfolio options.

Rainbow Options:

A rainbow option is an American (or European) style option on the maximum (or minimum) of two underlying assets. These types of rainbow options are generally referred to as two-color rainbow options. There are four general types of two-color rainbow options: maximum or best of two risky assets, the minimum or worst of two risky assets, the better of two risky assets, and the worse of two risky assets. A maximum rainbow call option on two assets S1 and S2 with a strike price X has a payoff of max(max(S1,S2)-X,0) and a put option has a payoff of max(X-max(S1,S2),0). A minimum rainbow call option on two assets S1 and S2 with a strike X has a payoff of max(min(S1,S2)-X,0) and a put option has a payoff of max(X-min(S1,S2),0). Set the Strike parameter to a very small number (1e-8) to calculate better and worse rainbow option types. The analytical calculation of European rainbow option is based on Rubinstein's (1991) model. A binomial lattice is used for the numerical calculation of an American or European style rainbow options.

Spread Options:

A spread option is a standard option on the difference of the values of two assets. Spread options a related to exchange options. If the strike price is set to zero, a spread option is equivalent to an exchange option. A spread call option on two assets S1 and S2 with a strike price X has a payoff of max(S1-S2-X,0) and a put option has a payoff of max(X-S1+S2,0). The analytical calculation of European spread option is based on Gauss-Legendre integration and the Black-Scholes model. A binomial lattice is used for the numerical calculation of an American or European style spread options.
[Haug's Book, Chapter 2.8.5]

Dual Strike Options:

A dual strike option is an American (European) option whose payoff involves receiving the best payoff of two standard American (European) style plain options. These options have two underlying assets and two strike prices. The payoff of a dual strike call option is the maximum of asset one minus strike one or asset two minus strike two. The payoff of a dual strike put option is the maximum of strike one minus asset one or strike two minus asset two. The payoff of a reverse dual strike call option is the maximum of asset one minus strike one or strike two minus asset two. The payoff of a reverse dual strike put option is the maximum of strike one minus asset one or asset two minus strike two. A binomial lattice is used for the numerical calculation of an American or European style dual strike and reverse dual strike options.

Value

The option price, a numeric value.

Note

The functions implement the algorithms to valuate plain vanilla options as described in Chapter 2.8 of Haug's Book (1997).

Author(s)

Diethelm Wuertz for the Rmetrics R-port.

References

Black F. (1976); The Pricing of Commodity Contracs, Journal of Financial Economics 3, 167–179.

Boyle P.P., Evnine J., Gibbs S. (1989); Numerical Evaluation of Multivariate Contingent Claims, Review of Financial Studies 2, 241–250.

Boyle P.P., Tse Y.K. (1990); An Algorithm for Computing Values of Options on the Maximum or Minimum of Several Assets, Journal of Financial and Quantitative Analysis 25, 215–227.

Carr P.P. (1988) The Valuation of Sequential Exchange Opportunities, Journal of Finance 43, 1235–1256.

Haug E.G. (1997); The Complete Guide to Option Pricing Formulas, McGraw-Hill, New York.

Johnson H. (1987) Options on the Maximum or the Minimum of Several Assets, Journal of Financial and Quantitative Analysis 22, 277–283.

Kirk E. (1995); Correlation in the Energy Markets, in: Managing Energy Price Risk, Risk Publications and Enron, London, pp. 71–78.

Margrabe W. (1998); The Value of an Option to Exchange one Asset for Another, Journal of Finance 33, 177–186.

Rich D.R, Chance D.M. (1993); An Alternative Approach to the Pricing of Options on Multiple Assets, Journal of Financial Engineering 2, 271–285.

Rubinstein M. (1991) Somewhere over the Rainbow, Risk Magazine 4, 10.

Stulz R.M. (1982); Options on the Minimum or Maximum of Two Risky Assets, Journal of Financial Economics 10, 161–185.

Zhang P.G. (1995); Correlation Digital Options Journal of Financial Engineering 3, 5.

Examples

## Examples from Chapter 2.8 in E.G. Haug's Option Guide (1997)

## Two Asset Correlation Options [2.8.1]:
   TwoAssetCorrelationOption(TypeFlag = "c", S1 = 52, S2 = 65, 
     X1 = 50, X2 = 70, Time = 0.5, r = 0.10, b1 = 0.10, b2 = 0.10, 
     sigma1 = 0.2, sigma2 = 0.3, rho = 0.75) 

## European Exchange Options [2.8.2]: 
   EuropeanExchangeOption(S1 = 22, S2 = 0.20, Q1 = 1, Q2 = 1, 
     Time = 0.1, r = 0.1, b1 = 0.04, b2 = 0.06, sigma1 = 0.2, 
     sigma2 = 0.25, rho = -0.5)
     
## American Exchange Options [2.8.2]:
   AmericanExchangeOption(S1 = 22, S2 = 0.20, Q1 = 1, Q2 = 1, 
     Time = 0.1, r = 0.1, b1 = 0.04, b2 = 0.06, sigma1 = 0.2, 
     sigma2 = 0.25, rho = -0.5)

## Exchange Options On Exchange Options [2.8.3]:
   for (flag in 1:4) print(
   ExchangeOnExchangeOption(TypeFlag = as.character(flag), 
     S1 = 105, S2 = 100, Q = 0.1, time1 = 0.75, Time2 = 1.0, r = 0.1, 
     b1 = 0.10, b2 = 0.10, sigma1 = 0.20, sigma2 = 0.25, rho = -0.5))

## Two Risky Assets Options [2.8.4]:
   TwoRiskyAssetsOption(TypeFlag = "cmax", S1 = 100, S2 = 105, 
     X = 98, Time = 0.5, r = 0.05, b1 = -0.01, b2 = -0.04, 
     sigma1 = 0.11, sigma2 = 0.16, rho = 0.63)
   TwoRiskyAssetsOption(TypeFlag = "pmax", S1 = 100, S2 = 105, 
     X = 98, Time = 0.5, r = 0.05, b1 = -0.01, b2 = -0.04, 
     sigma1 = 0.11, sigma2 = 0.16, rho = 0.63)

## Spread-Option Approximation [2.8.5]:
   SpreadApproxOption(TypeFlag = "c", S1 = 28, S2 = 20, X = 7, 
     Time = 0.25, r = 0.05, sigma1 = 0.29, sigma2 = 0.36, rho = 0.42)
    

fExoticOptions documentation built on Sept. 9, 2022, 3:01 p.m.