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SQL Server BinaryBarrierAndStrikePriceNGreeks Function

Updated 2023-11-14 19:57:49.760000

Description

Use the table-valued function BinaryBarrierAndStrikePriceNGreeks to calculate the price and other derivatives for binary barrier options having payoffs that are received only at expiration. Unlike options handled by the BINARYBARRIERONLY and the BINARYBARRIERPAYOUTATHIT functions, these options also include a designation as a put or a call in addition to the characteristics of the barrier.

BinaryBarrierAndStrike valuations are based on the formulae published by Mark Rubinstein and Eric Reiner in 1991. In their July 31, 1991 paper Binary Options, they enumerated 28 different types of binary barrier options. This function deals with options numbers 13–28.

The first group of options have positive payoffs requiring not only that the barrier be breached, but also that the underlying asset finish above the strike price.

    (13) down-and-in cash-or-nothing call;

    (14) up-and-in cash-or-nothing call;

    (15) down-and-in asset-or-nothing call; and

    (16) up-and-in asset-or-nothing call.

The next group have positive payoffs requiring not only that the barrier be breached, but also that the underlying asset finish below the strike price.

    (17) down-and-in cash-or-nothing put;

    (18) up-and-in cash-or-nothing put;

    (19) down-and-in asset-or-nothing put; and

    (20) up-and-in asset-or-nothing put.

The third group of options have positive payoffs requiring that not only that the barrier not be breached, but also that the underlying asset finish above the strike price.

    (21) down-and-out cash-or-nothing call;

    (22) up-and-out cash-or-nothing call;

    (23) down-and-out asset-or-nothing call; and

    (24) up-and-out asset-or-nothing call.

The final group of options have positive payoffs requiring not only that the barrier not be breached, but also that the underlying asset finish below the strike price.

    (25) down-and-out cash-or-nothing put;

    (26) up-and-out cash-or-nothing put;

    (27) down-and-out asset-or-nothing put; and

    (28) up-and-out asset-or-nothing put.

Syntax

SELECT * FROM [westclintech].[wct].[BinaryBarrierAndStrikePriceNGreeks](
  <@CallPut, nvarchar(4000),>
 ,<@BarrierType, nvarchar(4000),>
 ,<@CashOrNothing, bit,>
 ,<@AssetPrice, float,>
 ,<@StrikePrice, float,>
 ,<@BarrierPrice, float,>
 ,<@Rebate, float,>
 ,<@TimeToMaturity, float,>
 ,<@RiskFreeRate, float,>
 ,<@DividendRate, float,>
 ,<@Volatility, float,>)

Arguments

@CallPut

identifies the option as being a call ('C') or a put ('P'). @CallPut is an expression of type nvarchar or of a type that can be implicitly converted to nvarchar.

@BarrierType

identifies the type of barrier as 'UI' (Up-and-In), 'UO' (Up-and-Out), 'DI' (Down-and-In), or 'DO' (Down-and-out). @BarrierType must be of a type nvarchar or of a type that implicitly converts to nvarchar.

@CashOrNothing

identifies the option as either a cash-or-nothing ('True') or asset-or-nothing ('False') binary barrier. @CashOrNothing is an expression of type bit or of a type that can be implicitly converted to bit.

@AssetPrice

the price of the underlying asset. @AssetPrice is an expression of type float or of a type that can be implicitly converted to float.

@StrikePrice

the exercise price of the option. @StrikePrice is an expression of type float or of a type that can be implicitly converted to float.

@BarrierPrice

For a knock-in option, @BarrierPrice is the value at which the option comes into existence if the @AssetPrice crosses the barrier. For a knock-out option, @BarrierPrice is the value at which the option is extinguished if the @AssetPrice crosses the barrier. @BarrierPrice must be of a type float or of a type that implicitly converts to float.

@Rebate

An amount paid to the buyer of the option in the event that the barrier is never breached. @Rebate must be of a type float or of a type that implicitly converts to float.

@TimeToMaturity

the time to expiration of the option, expressed in years. @TimeToMaturity is an expression of type float or of a type that can be implicitly converted to float.

@RiskFreeRate

the continuously compounded zero coupon risk-free rate over the life of the option. @RiskFreeRate is an expression of type float or of a type that can be implicitly converted to float.

@DividendRate

the continuously compounded zero coupon dividend rate over the life of the option. For currency options, @DividendRate should be the foreign risk-free zero coupon rate. @DividendRate is an expression of type float or of a type that can be implicitly converted to float.

@Volatility

the volatility of the relative price change of the underlying asset. @Volatility is an expression of type float or of a type that can be implicitly converted to float.

Return Type

table

colNamecolDatatypecolDesc
PricefloatThe theoretical value of the option.
DeltafloatThe sensitivity to small changes in the asset price; the first derivative of the option with respect to price.
GammafloatThe rate of change in Delta with respect to small changes in the asset price; the second derivative of the option with respect to price.
ThetafloatThe sensitivity to small changes in time; the first derivative of the option with respect to time.
VegafloatThe sensitivity to small changes in volatility; the first derivative of the option with respect to volatility.
RhofloatThe sensitivity to small changes in the risk-free rate; the first derivative of the option with respect to the risk-free rate.
LambdafloatDelta multiplied by the asset price divided by the theoretical value. If the theoretical value is zero, then lambda is set to zero.
GammaPfloatGamma multiplied by asset price divided by strike price.
DdeltaDtimefloatThe instantaneous change in delta over the passage of time; the second derivative, once to asset price and once to time.
DdeltaDvolfloatThe sensitivity of delta with respect to volatility; the second derivative, once to asset price and once to volatility.
DdeltaDvolDvolfloatThe second derivative of delta with respect to volatility; the third derivative, once to asset price and twice to volatility.
DgammaDvolfloatThe rate of change in gamma with respect to changes in volatility; the third derivative, twice to asset price and once to volatility.
DvegaDvolfloatThe rate of change to Vega as the volatility changes; the second derivative with respect to volatility.
VegaPfloatThe percentage change in theoretical value for a 10 per cent change in volatility.
PhiRho2floatThe sensitivity to a change in the dividend yield (foreign interest rate for a currency option); the first derivative with respect to dividend yield.
DgammaDspotfloatThe rate of change in gamma with respect to change in the asset price; the third derivative with respect to price.
DeltaXfloatThe sensitivity to a change in the strike price; the first derivative with respect to strike price.
RiskNeutralDensityfloatThe sensitivity of DeltaX; the second derivative with respect to strike price.
DvommaDvolfloatThe sensitivity of DvegaDvol to changes in volatility; the third derivative, twice to asset price and once to volatility.
DgammaDtimefloatThe sensitivity of Gamma to the passage of time; the third derivative, twice to asset price and once to time.
DvegaDtimefloatThe sensitivity of Vega to the passage of time; the second derivative, once to volatility and once to time.
FuturesOptionsRhofloatThe sensitivity to change in risk-free rate assuming a cost-of-carry of zero. CarrySensitivity -PhiRho2 ForwardPrice The value of the underlying asset at the expiration date of the option. ForwardPoints The difference between the ForwardPrice and the asset price.
CarrySensitivityfloat-PhiRho2
ForwardPricefloatThe value of the underlying asset at the expiration date of the option.
ForwardPointsfloatThe difference between the ForwardPrice and the asset price.

Remarks

@Volatility must be greater than zero (@Volatility > 0).

@TimeToMaturity must be greater than zero (@TimeToMaturity > 0).

@AssetPrice must be greater than zero (@AssetPrice > 0).

@StrikePrice must be greater than zero (@StrikePrice > 0).

If @ReturnValue is NULL, then @ReturnValue is set to 'P'.

If @DividendRate is NULL then @DividendRate = 0.

If @RiskFreeRate is NULL @RiskFreeRate = 0.

@BarrierPrice must be greater than zero (@BarrierPrice > 0).

@Rebate must be greater than or equal to zero (@Rebate >= 0).

If @Rebate is NULL, then @Rebate = 0.

@BarrierPrice assumes continuous monitoring.

To convert a non-continuous @BarrierPrice use the ADJUSTEDBARRIER function.

Examples

In this example we calculate the price and Greeks of a down-and-in cash-or-nothing call option.

SELECT *
FROM wct.BinaryBarrierAndStrikePriceNGreeks(   'C',    --CallPut
                                               'DI',   --BarrierType
                                               'True', --CashOrNothing
                                               100,    --AssetPrice
                                               100,    --StrikePrice
                                               92,     --BarrierPrice
                                               2,      --Rebate
                                               .50,    --TimeToMaturity
                                               .10,    --RiskFreeRate
                                               .05,    --DividendRate
                                               .20     --Volatility
                                           );

This produces the following result

PriceDeltaGammaThetaVegaRhoLambdaGammaPDdeltaDtimeDdeltaDvolDdeltaDvolDvolDgammaDvolDvegaDvolVegaPPhiRho2DgammaDspotDeltaXRiskNeutralDensityDvommaDvolDgammaDtimeDvegaDtimeFuturesOptionsRhoCarrySensitivityForwardPriceForwardPoints
0.237728502921379-0.03019306689944210.00317472714783662-0.001263854449883940.02249793250841960.0022138345411301700.003174727147836623.92842398641455E-05-0.0002979896468469080.000243830305564352-0.000272046290356043-0.0009190698874173010.0449958650168392-0.00340247700403307-0.000222105348002266-0.02662713935536190.00228677077274142-9.85342348596707E-050.000287089395939542-0.00141711661241278-0.001188642515102810.00340247700403307102.5315120524432.53151205244289

In this SELECT we un-pivot the columns returned by the function for ease of viewing the results.

SELECT n.*
FROM wct.BinaryBarrierAndStrikePriceNGreeks(   'C',    --CallPut
                                               'DI',   --BarrierType
                                               'True', --CashOrNothing
                                               100,    --AssetPrice
                                               100,    --StrikePrice
                                               92,     --BarrierPrice
                                               2,      --Rebate
                                               .50,    --TimeToMaturity
                                               .10,    --RiskFreeRate
                                               .05,    --DividendRate
                                               .20     --Volatility
                                           )
    CROSS APPLY
(
    VALUES
        ('Price', Price),
        ('Delta', Delta),
        ('Gamma', Gamma),
        ('Theta', Theta),
        ('Vega', Vega),
        ('Rho', Rho),
        ('Lambda', Lambda),
        ('GammaP', GammaP),
        ('DdeltaDtime', DdeltaDtime),
        ('DdeltaDvol', DdeltaDvol),
        ('DdeltaDvolDvol', DdeltaDvolDvol),
        ('DgammaDvol', DgammaDvol),
        ('DvegaDvol', DvegaDvol),
        ('VegaP', VegaP),
        ('PhiRho2', PhiRho2),
        ('DgammaDspot', DgammaDspot),
        ('DeltaX', DeltaX),
        ('RiskNeutralDensity', RiskNeutralDensity),
        ('DvommaDvol', DvommaDvol),
        ('DgammaDtime', DgammaDtime),
        ('DvegaDtime', DvegaDtime),
        ('FuturesOptionsRho', FuturesOptionsRho),
        ('CarrySensitivity', CarrySensitivity),
        ('ForwardPrice', ForwardPrice),
        ('ForwardPoints', ForwardPoints)
) n ([Return Value], Value);

This produces the following result.

Return ValueValue
Price0.23772850292138
Delta-0.0301930668993033
Gamma0.00317471327004881
Theta-0.00126385444988403
Vega0.022497932508421
Rho0.00221383454113433
Lambda0
GammaP0.00317471327004881
DdeltaDtime3.92842493694796E-05
DdeltaDvol-0.000297989639908014
DdeltaDvolDvol0.00024383030556574
DgammaDvol-0.000272046290494821
DvegaDvol-0.000919069889360191
VegaP0.0449958650168419
PhiRho2-0.00340247700403862
DgammaDspot-0.000222105278613327
DeltaX-0.0266271393552231
RiskNeutralDensity0.00228675689495361
DvommaDvol-9.85342348596985E-05
DgammaDtime0.000287089396129649
DvegaDtime-0.00141711661051171
FuturesOptionsRho-0.00118864251510142
CarrySensitivity0.00340247700403862
ForwardPrice102.531512052443
ForwardPoints2.53151205244289

Use CROSS APPLY when there are many input rows.

SELECT n.bt,
       n.K,
       k.Price,
       K.Delta,
       K.Gamma,
       K.Theta,
       K.Vega,
       K.Rho
FROM
(
    VALUES
        (1, 'C', 'DI', 'True', 100, 100, 92, 2, .50, .10, .05, .20),
        (2, 'C', 'DI', 'True', 100, 100, 96, 2, .50, .10, .05, .20),
        (3, 'C', 'DI', 'True', 100, 100, 100, 2, .50, .10, .05, .20),
        (4, 'C', 'UI', 'True', 100, 100, 104, 2, .50, .10, .05, .20),
        (5, 'C', 'UI', 'True', 100, 100, 108, 2, .50, .10, .05, .20),
        (6, 'C', 'DO', 'True', 100, 100, 92, 2, .50, .10, .05, .20),
        (7, 'C', 'DO', 'True', 100, 100, 96, 2, .50, .10, .05, .20),
        (8, 'C', 'DO', 'True', 100, 100, 100, 2, .50, .10, .05, .20),
        (9, 'C', 'UO', 'True', 100, 100, 104, 2, .50, .10, .05, .20),
        (10, 'C', 'UO', 'True', 100, 100, 108, 2, .50, .10, .05, .20)
) n (rn, z, bt, cash, S, X, K, H, T, Rf, Rd, Vol)
    CROSS APPLY wct.BinaryBarrierAndStrikePriceNGreeks(z, bt, cash, S, X, K, H, T,
              Rf, Rd, Vol) k;

This produces the following results.

btKPriceDeltaGammaThetaVegaRho
DI920.237728502921379-0.03019306689944210.00317472714783662-0.001263854449883940.02249793250841960.00221383454113017
DI960.570360462148656-0.0537300854225320.00352623485966319-0.001044065189830360.01635645273307950.00809391083174682
DI1001.03157979931309-0.06884003874829680.002121169906388336.29847691193675E-05-0.009339111407824510.0215252713884784
UI1041.01622401881120.0570994198167973-0.000804645239327328-6.39956083692272E-05-0.007117271788881220.0216088218552235
UI1080.9314187427539320.06346164249437790.000115618625784464-0.0006822784152968890.003825539467888770.0217358251535238
DO920.7938512963917080.0835594086595615-0.004108569040539580.00132683921900334-0.03183704391624410.0193114368473468
DO960.4612193371644320.107096427182651-0.00446008785459640.00110704995894972-0.0256955641409040.0134313605567316
DO10000.122206380508416-0.00305502290132154000
UO1040.0153557805018901-0.003733078056678-0.0001292077556058760.000126980377488484-0.00222183961894329-8.35504667562326E-05
UO1080.100161056559155-0.0100953007342586-0.001049471620717670.000745263184416256-0.0131646508757133-0.000210553765034316