Whaley Function (Quadratic Approximation)

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Whaley Function (Quadratic Approximation)

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The Whaley function calculates the theoretical price, sensitivities, and the implied volatility of options using Giovanni Barone-Adesi and Robert Whaley's model. See Vanilla Option Models for a further explanation.

 

 

Whaley

(OptionType, ModelStatistic, AssetPrice, StrikePrice, TimeExpire, Volatility, InterestRate, YieldRate, MarketPrice, TimeFormat, DivAmount, TimeExDiv, DivFrequency, DividendStyle, InterestType, YieldType)

 

WhaleyDivArr

(OptionType, ModelStatistic, AssetPrice, StrikePrice, TimeExpire, Volatility, InterestRate, YieldRate, Dividends, MarketPrice, TimeFormat, InterestType, YieldType)

Note: Optional arguments are shown in Italics. MarketPrice is not Optional for the Implied Volatility Calculation.

 

Individual Models within the Whaley Model are as follow:

Black Model

InterestRate = YieldRate

Black-Scholes Model

YieldRate = 0

Garman-Kohlhagen Model

YieldRate = Foreign Interest Rate

 

 

Argument

Description

OptionType

Alphanumeric value indicating the type of option:

Call = 1 or "c" (case insensitive)

Put = 2 or "p" (case insensitive)

Straddle = 3 or "s" (case insensitive)

ModelStatistic

Numeric value indicating the type of function required for the return value:

Theoretical = 1

Delta = 2

Gamma = 3

Theta = 4

ImpliedVol = 5

Vega = 6

Rho = 7

Psi = 8

Lambda = 9

IntrinsicValue = 10

StrikeSensitivity = 11

TimeValue = 12

ImpliedStrike = 13

AssetPrice

The price of the underlying asset. Must be > 0.

StrikePrice

The price at which the asset can be purchased if the option is a call or sold if the option is a put. Must be > 0.

TimeExpire

Time expressed in either Days or Years (depending on the TimeFormat value) until the options expiration. Must be > 0.

Volatility

Annualized volatility of the underlying security. Must be > 0.

InterestRate

Risk-free interest rate expressed as a percentage. This rate is interpreted as a continuously compounded rate unless otherwise specified in the InterestType argument. Must be > 0.

YieldRate

Yield expressed as a percentage (dividends or interest yield) of the underlying asset price. For futures contracts, the Yield Rate is the same as the Interest Rate. This rate is interpreted as a continuously compounded rate unless specified otherwise in the YieldType argument.

Dividends*

A two-dimensional array or range of Dividend Dates and Amount pairs where the first column is the date and the second is the amount. The Dividend Dates are a range (array) of ascending unique values. All dividend dates and amounts must both be > 0.

 

As an example:

       Dividends      

Date         Amount

0.0             0.20

0.5             0.15

1.0             0.30

1.5             0.25

2.0             0.15

2.5             0.40

 

*Used for the DivArr (Dividend Array) based model only

MarketPrice

Optional. The selling price of the option in the marketplace. This input is required when implied volatility and strike are calculated. Price must be > 0.

TimeFormat

Optional. Alphanumeric value indicating the format of the time arguments (i.e. TimeExpire, TimeExDiv, DivFrequency). If omitted, Days are used as the default. Specified as either:

Days = 0 or "D" (case insensitive)

Years = 1 or "Y" (case insensitive)

DivAmount

Optional. The amount of the dividend(s). If omitted, an amount of 0 is used. Amount must be > 0.

TimeExDiv

Optional. The time in Days or Years until the first dividend is received. If omitted, a value of 0 is used and therefore no dividends are assessed. Value must be > 0 for dividends to be considered.

DivFrequency

Optional. The time in Days or Years between dividend payments. If omitted, a value of 0 is used and therefore the only dividend assessed occurs at the TimeExDiv time. The value must be > 0 for multiple dividends to be considered.

DividendStyle

Optional. Numeric value indicating the Style or method that dividends are handled. If omitted, the discrete cash method is used (i.e. DividendStyle = 0).

Discrete cash flow method = 0

Continuous yield method = 1

InterestType

Optional. Alphanumeric value indicating the type of InterestRate to use when evaluating the option. This value is converted to Continuously Compounded for the calculations. If omitted, a continuously compounded rate is used.

YieldType

Optional. Alphanumeric value indicating the type of YieldRate to use when evaluating the option. This value is converted to Continuously Compounded for the calculations. If omitted, a continuously compounded rate is used.

 

 

Examples

Calculate all of functions for an American call option whose asset price 75 days from expiration of an option is $38, the exercise price of the option is $33, the risk-free interest rate is 6% per annum, the yield rate is 9% per annum, and the annual volatility is 35%. This means that AssetPrice = $38, StrikePrice = $33, InterestRate = 6%, YieldRate = 9%, TimeExpire = 75 days and Volatility = 35%. There are no dividends and all interest rates are considered continuous. So,

 

Input

 

Output

Variable

Value

 

Function

Name

Value

ExerciseType

American

 

1

Theoretical:

5.39209

OptionType

Call

 

2

Delta:

0.82837

Asset

38

 

3

Gamma:

0.04669

Strike

33

 

4

Theta:

-0.00767

TimeExpire

75

 

5

Implied Vol:

0.37524

Volatility

35%

 

6

Vega:

0.04140

InterestRate

6.00%

 

7

Rho:

0.03462

YieldRate

9.00%

 

8

Psi:

-0.03966

MarketPrice

5.50

 

9

Lambda:

5.83785

TimeFormat

Days

 

11

Strike Sensitivity:

-0.79049

 

 

 

13

Implied Strike:

32.86421

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Calculate all of functions for the same option as the example above, but with dividends. The first dividend is expected to occur in 30 days and the second is expected to occur in 60 days or 30 days from the first dividend. The dividend amount is $1 for both dividends. So,

 

Input

 

Output

Variable

Value

 

Function

Name

Value

ExerciseType

American

 

1

Theoretical:

3.84855

OptionType

Call

 

2

Delta:

0.72202

Asset

38

 

3

Gamma:

0.06053

Strike

33

 

4

Theta:

-0.01045

TimeExpire

75

 

5

Implied Vol:

0.64184

Volatility

35%

 

6

Vega:

0.05292

InterestRate

6.00%

 

7

Rho:

0.03623

YieldRate

9.00%

 

8

Psi:

-0.03880

MarketPrice

5.50

 

9

Lambda:

7.12908

TimeFormat

Days

 

11

Strike Sensitivity:

-0.67135

Div Amount

1

 

13

Implied Strike:

30.79260

Time Ex-Div

30

 

 

 

 

Div Frequency

30

 

 

 

 

 

 

See Also

Black-Scholes

Black-Scholes-French

Eurodollar

Binomial

Jump Diffusion

Bjerksund-Stensland

Roll-Geske-Whaley

OptionsMC