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impvbybaw

Calculate implied volatility using Barone-Adesi and Whaley option pricing model

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Syntax

Volatility = impvbybaw(RateSpec,StockSpec,Settle,Maturity,OptSpec,Strike,OptPrice)
Volatility = impvbybaw(___,Name,Value)

Description

Volatility = impvbybaw(RateSpec,StockSpec,Settle,Maturity,OptSpec,Strike,OptPrice) calculates implied volatility using the Barone-Adesi and Whaley option pricing model.

example

Volatility = impvbybaw(___,Name,Value) adds optional name-value pair arguments.

example

Examples

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Open Live Script

This example shows how to compute implied volatility using the Barone-Adesi and Whaley option pricing model. Consider three American call options with exercise prices of $100 that expire on July 1, 2017. The underlying stock is trading at $100 on January 1, 2017 and pays a continuous dividend yield of 10%. The annualized continuously compounded risk-free rate is 10% per annum, and the option prices are $4.063, $6.77 and $9.46. Using this data, calculate the implied volatility of the stock using the Barone-Adesi and Whaley option pricing model. 

AssetPrice = 100;
Settle = datetime(2017,1,1);
Maturity = datetime(2017,6,1);
Strike = 100;
DivAmount = 0.1;
Rate = 0.05;

Define the RateSpec. 

RateSpec = intenvset('ValuationDate', Settle, 'StartDates', Settle,...
'EndDates', Maturity, 'Rates', Rate, 'Compounding', -1, 'Basis', 1)
RateSpec = struct with fields:
           FinObj: 'RateSpec'
      Compounding: -1
             Disc: 0.9794
            Rates: 0.0500
         EndTimes: 0.4167
       StartTimes: 0
         EndDates: 736847
       StartDates: 736696
    ValuationDate: 736696
            Basis: 1
     EndMonthRule: 1

Define the StockSpec. 

StockSpec = stockspec(NaN, AssetPrice, {'continuous'}, DivAmount)
StockSpec = struct with fields:
             FinObj: 'StockSpec'
              Sigma: NaN
         AssetPrice: 100
       DividendType: {'continuous'}
    DividendAmounts: 0.1000
    ExDividendDates: []

Define the American option. 

OptSpec = {'call'};
OptionPrice = [4.063;6.77;9.46];

Compute the implied volatility for the American option. 

ImpVol =  impvbybaw(RateSpec, StockSpec, Settle, Maturity, OptSpec,...
Strike, OptionPrice)
ImpVol = 3×1

    0.1916
    0.3010
    0.4093

Input Arguments

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Interest-rate term structure (annualized and continuously compounded), specified by the RateSpec obtained from intenvset. For information on the interest-rate specification, see intenvset.

Data Types: struct

Stock specification for the underlying asset. For information on the stock specification, see stockspec.

stockspec handles several types of underlying assets. For example, for physical commodities the price is StockSpec.Asset, the volatility is StockSpec.Sigma, and the convenience yield is StockSpec.DividendAmounts.

Data Types: struct

Settlement date for the American option, specified as a NINST-by-1 vector using a datetime array, string array, or date character vectors.

To support existing code, impvbybaw also accepts serial date numbers as inputs, but they are not recommended.

Maturity date for the American option, specified as a NINST-by-1 vector using a datetime array, string array, or date character vectors.

To support existing code, impvbybaw also accepts serial date numbers as inputs, but they are not recommended.

Definition of the option as 'call' or 'put', specified as a NINST-by-1 cell array of character vectors or string arrays with values 'call' or 'put'.

Data Types: char | string

American option strike price value, specified as a nonnegative scalar or NINST-by-1 matrix of strike price values. Each row is the schedule for one option.

Data Types: single | double

American option prices from which the implied volatility of the underlying asset is derived, specified as a nonnegative scalar or NINST-by-1 matrix of strike price values.

Data Types: single | double

Name-Value Arguments

Specify optional pairs of arguments as Name1=Value1,...,NameN=ValueN, where Name is the argument name and Value is the corresponding value. Name-value arguments must appear after other arguments, but the order of the pairs does not matter.

Before R2021a, use commas to separate each name and value, and enclose Name in quotes.

Example: Volatility = impvbybaw(RateSpec,StockSpec,Settle,Maturity,OptSpec,Strike,OptionPrice)

Lower and upper bound of implied volatility search interval, specified as the comma-separated pair consisting of 'Limit' and a 1-by-2 positive vector.

Data Types: double

Implied volatility search termination tolerance, specified as the comma-separated pair consisting of 'Tolerance' and a positive scalar.

Data Types: double

Output Arguments

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Expected implied volatility values, returned as a NINST-by-1 matrix. If no solution can be found, a NaN is returned.

References

[1] Barone-Adesi, G. and Robert E. Whaley. “Efficient Analytic Approximation of American Option Values.” The Journal of Finance. Volume 42, Issue 2 (June 1987), 301–320.

[2] Haug, E. The Complete Guide to Option Pricing Formulas. Second Edition. McGraw-Hill Education, January 2007.

Version History

Introduced in R2017a

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