| public static relativeError ( double x1, double x2, double reference ) : double | ||
| x1 | double | |
| x2 | double | |
| reference | double | |
| return | double | |
public void testATMRate()
{
CommonVars vars = new CommonVars();
int[] lengths = { 1, 2, 3, 5, 7, 10, 15, 20 };
double[] strikes = { 0.0, 0.03, 0.04, 0.05, 0.06, 0.07 };
double[] vols = { 0.01, 0.05, 0.10, 0.15, 0.20 };
Date startDate = vars.termStructure.link.referenceDate();
for (int i = 0; i < lengths.Length; i++)
{
List <CashFlow> leg = vars.makeLeg(startDate, lengths[i]);
Date maturity = vars.calendar.advance(startDate, lengths[i], TimeUnit.Years, vars.convention);
Schedule schedule = new Schedule(startDate, maturity,
new Period(vars.frequency), vars.calendar,
vars.convention, vars.convention,
DateGeneration.Rule.Forward, false);
for (int j = 0; j < strikes.Length; j++)
{
for (int k = 0; k < vols.Length; k++)
{
CapFloor cap = vars.makeCapFloor(CapFloorType.Cap, leg, strikes[j], vols[k]);
CapFloor floor = vars.makeCapFloor(CapFloorType.Floor, leg, strikes[j], vols[k]);
double capATMRate = cap.atmRate(vars.termStructure);
double floorATMRate = floor.atmRate(vars.termStructure);
if (!checkAbsError(floorATMRate, capATMRate, 1.0e-10))
{
Assert.Fail(
"Cap ATM Rate and floor ATM Rate should be equal :\n"
+ " length: " + lengths[i] + " years\n"
+ " volatility: " + vols[k] + "\n"
+ " strike: " + strikes[j] + "\n"
+ " cap ATM rate: " + capATMRate + "\n"
+ " floor ATM rate:" + floorATMRate + "\n"
+ " relative Error:"
+ Utilities.relativeError(capATMRate, floorATMRate, capATMRate) * 100 + "%");
}
VanillaSwap swap = new VanillaSwap(VanillaSwap.Type.Payer, vars.nominals[0],
schedule, floorATMRate,
vars.index.dayCounter(),
schedule, vars.index, 0.0,
vars.index.dayCounter());
swap.setPricingEngine((IPricingEngine)(
new DiscountingSwapEngine(vars.termStructure)));
double swapNPV = swap.NPV();
if (!checkAbsError(swapNPV, 0, 1.0e-10))
{
Assert.Fail(
"the NPV of a Swap struck at ATM rate "
+ "should be equal to 0:\n"
+ " length: " + lengths[i] + " years\n"
+ " volatility: " + vols[k] + "\n"
+ " ATM rate: " + floorATMRate + "\n"
+ " swap NPV: " + swapNPV);
}
}
}
}
}
public void testEuropeanGreeks()
{
// Testing dividend European option greeks...
SavedSettings backup = new SavedSettings();
Dictionary <string, double> calculated = new Dictionary <string, double>(),
expected = new Dictionary <string, double>(),
tolerance = new Dictionary <string, double>();
tolerance["delta"] = 1.0e-5;
tolerance["gamma"] = 1.0e-5;
tolerance["theta"] = 1.0e-5;
tolerance["rho"] = 1.0e-5;
tolerance["vega"] = 1.0e-5;
Option.Type[] types = { Option.Type.Call, Option.Type.Put };
double[] strikes = { 50.0, 99.5, 100.0, 100.5, 150.0 };
double[] underlyings = { 100.0 };
double[] qRates = { 0.00, 0.10, 0.30 };
double[] rRates = { 0.01, 0.05, 0.15 };
int[] lengths = { 1, 2 };
double[] vols = { 0.05, 0.20, 0.40 };
DayCounter dc = new Actual360();
Date today = Date.Today;
Settings.setEvaluationDate(today);
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> qTS = new Handle <YieldTermStructure>(Utilities.flatRate(qRate, dc));
SimpleQuote rRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> rTS = new Handle <YieldTermStructure>(Utilities.flatRate(rRate, dc));
SimpleQuote vol = new SimpleQuote(0.0);
Handle <BlackVolTermStructure> volTS = new Handle <BlackVolTermStructure>(Utilities.flatVol(vol, dc));
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < strikes.Length; j++)
{
for (int k = 0; k < lengths.Length; k++)
{
Date exDate = today + new Period(lengths[k], TimeUnit.Years);
Exercise exercise = new EuropeanExercise(exDate);
List <Date> dividendDates = new List <Date>();
List <double> dividends = new List <double>();
for (Date d = today + new Period(3, TimeUnit.Months);
d < exercise.lastDate();
d += new Period(6, TimeUnit.Months))
{
dividendDates.Add(d);
dividends.Add(5.0);
}
StrikedTypePayoff payoff = new PlainVanillaPayoff(types[i], strikes[j]);
BlackScholesMertonProcess stochProcess = new BlackScholesMertonProcess(new Handle <Quote>(spot),
qTS, rTS, volTS);
IPricingEngine engine = new AnalyticDividendEuropeanEngine(stochProcess);
DividendVanillaOption option = new DividendVanillaOption(payoff, exercise, dividendDates,
dividends);
option.setPricingEngine(engine);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
double value = option.NPV();
calculated["delta"] = option.delta();
calculated["gamma"] = option.gamma();
calculated["theta"] = option.theta();
calculated["rho"] = option.rho();
calculated["vega"] = option.vega();
if (value > spot.value() * 1.0e-5)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = option.NPV(),
delta_p = option.delta();
spot.setValue(u - du);
double value_m = option.NPV(),
delta_m = option.delta();
spot.setValue(u);
expected["delta"] = (value_p - value_m) / (2 * du);
expected["gamma"] = (delta_p - delta_m) / (2 * du);
// perturb risk-free rate and get rho
double dr = r * 1.0e-4;
rRate.setValue(r + dr);
value_p = option.NPV();
rRate.setValue(r - dr);
value_m = option.NPV();
rRate.setValue(r);
expected["rho"] = (value_p - value_m) / (2 * dr);
// perturb volatility and get vega
double dv = v * 1.0e-4;
vol.setValue(v + dv);
value_p = option.NPV();
vol.setValue(v - dv);
value_m = option.NPV();
vol.setValue(v);
expected["vega"] = (value_p - value_m) / (2 * dv);
// perturb date and get theta
double dT = dc.yearFraction(today - 1, today + 1);
Settings.setEvaluationDate(today - 1);
value_m = option.NPV();
Settings.setEvaluationDate(today + 1);
value_p = option.NPV();
Settings.setEvaluationDate(today);
expected["theta"] = (value_p - value_m) / dT;
// compare
foreach (KeyValuePair <string, double> it in calculated)
{
string greek = it.Key;
double expct = expected [greek],
calcl = calculated[greek],
tol = tolerance [greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
expct, calcl, error, tol);
}
}
}
}
}
}
}
}
}
}
}
public void testFdGreeks <Engine>() where Engine : IFDEngine, new()
{
//SavedSettings backup;
Dictionary <string, double> calculated = new Dictionary <string, double>(),
expected = new Dictionary <string, double>(),
tolerance = new Dictionary <string, double>();
tolerance.Add("delta", 7.0e-4);
tolerance.Add("gamma", 2.0e-4);
//tolerance["theta"] = 1.0e-4;
Option.Type[] types = new Option.Type[] { Option.Type.Call, Option.Type.Put };
double[] strikes = { 50.0, 99.5, 100.0, 100.5, 150.0 };
double[] underlyings = { 100.0 };
double[] qRates = { 0.04, 0.05, 0.06 };
double[] rRates = { 0.01, 0.05, 0.15 };
int[] years = { 1, 2 };
double[] vols = { 0.11, 0.50, 1.20 };
Date today = Date.Today;
Settings.setEvaluationDate(today);
DayCounter dc = new Actual360();
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
YieldTermStructure qTS = Utilities.flatRate(today, qRate, dc);
SimpleQuote rRate = new SimpleQuote(0.0);
YieldTermStructure rTS = Utilities.flatRate(today, rRate, dc);
SimpleQuote vol = new SimpleQuote(0.0);
BlackVolTermStructure volTS = Utilities.flatVol(today, vol, dc);
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < strikes.Length; j++)
{
for (int k = 0; k < years.Length; k++)
{
Date exDate = today + new Period(years[k], TimeUnit.Years);
Exercise exercise = new AmericanExercise(today, exDate);
StrikedTypePayoff payoff = new PlainVanillaPayoff(types[i], strikes[j]);
BlackScholesMertonProcess stochProcess = new BlackScholesMertonProcess(new Handle <Quote>(spot),
new Handle <YieldTermStructure>(qTS),
new Handle <YieldTermStructure>(rTS),
new Handle <BlackVolTermStructure>(volTS));
IPricingEngine engine = new Engine().factory(stochProcess);
VanillaOption option = new VanillaOption(payoff, exercise);
option.setPricingEngine(engine);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
double value = option.NPV();
calculated.Add("delta", option.delta());
calculated.Add("gamma", option.gamma());
//calculated["theta"] = option.theta();
if (value > spot.value() * 1.0e-5)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = option.NPV(),
delta_p = option.delta();
spot.setValue(u - du);
double value_m = option.NPV(),
delta_m = option.delta();
spot.setValue(u);
expected.Add("delta", (value_p - value_m) / (2 * du));
expected.Add("gamma", (delta_p - delta_m) / (2 * du));
/*
* // perturb date and get theta
* Time dT = dc.yearFraction(today-1, today+1);
* Settings::instance().setEvaluationDate(today-1);
* value_m = option.NPV();
* Settings::instance().setEvaluationDate(today+1);
* value_p = option.NPV();
* Settings::instance().setEvaluationDate(today);
* expected["theta"] = (value_p - value_m)/dT;
*/
// compare
foreach (string greek in calculated.Keys)
{
double expct = expected [greek],
calcl = calculated[greek],
tol = tolerance [greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
expct, calcl, error, tol);
}
}
}
calculated.Clear();
expected.Clear();
}
}
}
}
}
}
}
}
void testFdGreeks <Engine>(Date today, Exercise exercise) where Engine : IFDEngine, new()
{
Dictionary <string, double> calculated = new Dictionary <string, double>(),
expected = new Dictionary <string, double>(),
tolerance = new Dictionary <string, double>();
tolerance.Add("delta", 5.0e-3);
tolerance.Add("gamma", 7.0e-3);
// tolerance["theta"] = 1.0e-2;
Option.Type[] types = { Option.Type.Call, Option.Type.Put };
double[] strikes = { 50.0, 99.5, 100.0, 100.5, 150.0 };
double[] underlyings = { 100.0 };
double[] qRates = { 0.00, 0.10, 0.20 };
double[] rRates = { 0.01, 0.05, 0.15 };
double[] vols = { 0.05, 0.20, 0.50 };
DayCounter dc = new Actual360();
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> qTS = new Handle <YieldTermStructure>(Utilities.flatRate(qRate, dc));
SimpleQuote rRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> rTS = new Handle <YieldTermStructure>(Utilities.flatRate(rRate, dc));
SimpleQuote vol = new SimpleQuote(0.0);
Handle <BlackVolTermStructure> volTS = new Handle <BlackVolTermStructure>(Utilities.flatVol(vol, dc));
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < strikes.Length; j++)
{
List <Date> dividendDates = new List <Date>();
List <double> dividends = new List <double>();
for (Date d = today + new Period(3, TimeUnit.Months);
d < exercise.lastDate();
d += new Period(6, TimeUnit.Months))
{
dividendDates.Add(d);
dividends.Add(5.0);
}
StrikedTypePayoff payoff = new PlainVanillaPayoff(types[i], strikes[j]);
BlackScholesMertonProcess stochProcess = new BlackScholesMertonProcess(new Handle <Quote>(spot),
qTS, rTS, volTS);
IPricingEngine engine = new Engine().factory(stochProcess);
DividendVanillaOption option = new DividendVanillaOption(payoff, exercise, dividendDates, dividends);
option.setPricingEngine(engine);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
// FLOATING_POINT_EXCEPTION
double value = option.NPV();
calculated["delta"] = option.delta();
calculated["gamma"] = option.gamma();
// calculated["theta"] = option.theta();
if (value > spot.value() * 1.0e-5)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = option.NPV(),
delta_p = option.delta();
spot.setValue(u - du);
double value_m = option.NPV(),
delta_m = option.delta();
spot.setValue(u);
expected["delta"] = (value_p - value_m) / (2 * du);
expected["gamma"] = (delta_p - delta_m) / (2 * du);
// perturb date and get theta
/*
* Time dT = dc.yearFraction(today-1, today+1);
* Settings::instance().evaluationDate() = today-1;
* value_m = option.NPV();
* Settings::instance().evaluationDate() = today+1;
* value_p = option.NPV();
* Settings::instance().evaluationDate() = today;
* expected["theta"] = (value_p - value_m)/dT;
*/
// compare
foreach (string greek in calculated.Keys)
{
double expct = expected[greek],
calcl = calculated[greek],
tol = tolerance[greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
expct, calcl, error, tol);
}
}
}
}
}
}
}
}
}
}
//void testEngineConsistency(EngineType engine, int binomialSteps, int samples, Dictionary<string,double> tolerance,
// bool testGreeks = false) {
void testEngineConsistency(EngineType engine, int binomialSteps, int samples, Dictionary <string, double> tolerance,
bool testGreeks)
{
//QL_TEST_START_TIMING
Dictionary <string, double> calculated = new Dictionary <string, double>(), expected = new Dictionary <string, double>();
// test options
Option.Type[] types = { Option.Type.Call, Option.Type.Put };
double[] strikes = { 75.0, 100.0, 125.0 };
int[] lengths = { 1 };
// test data
double[] underlyings = { 100.0 };
double[] qRates = { 0.00, 0.05 };
double[] rRates = { 0.01, 0.05, 0.15 };
double[] vols = { 0.11, 0.50, 1.20 };
DayCounter dc = new Actual360();
Date today = Date.Today;
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote vol = new SimpleQuote(0.0);
BlackVolTermStructure volTS = Utilities.flatVol(today, vol, dc);
SimpleQuote qRate = new SimpleQuote(0.0);
YieldTermStructure qTS = Utilities.flatRate(today, qRate, dc);
SimpleQuote rRate = new SimpleQuote(0.0);
YieldTermStructure rTS = Utilities.flatRate(today, rRate, dc);
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < strikes.Length; j++)
{
for (int k = 0; k < lengths.Length; k++)
{
Date exDate = today + lengths[k] * 360;
Exercise exercise = new EuropeanExercise(exDate);
StrikedTypePayoff payoff = new PlainVanillaPayoff(types[i], strikes[j]);
// reference option
VanillaOption refOption = makeOption(payoff, exercise, spot, qTS, rTS, volTS,
EngineType.Analytic, 0, 0);
// option to check
VanillaOption option = makeOption(payoff, exercise, spot, qTS, rTS, volTS,
engine, binomialSteps, samples);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
expected.Clear();
calculated.Clear();
// FLOATING_POINT_EXCEPTION
expected.Add("value", refOption.NPV());
calculated.Add("value", option.NPV());
if (testGreeks && option.NPV() > spot.value() * 1.0e-5)
{
expected.Add("delta", refOption.delta());
expected.Add("gamma", refOption.gamma());
expected.Add("theta", refOption.theta());
calculated.Add("delta", option.delta());
calculated.Add("gamma", option.gamma());
calculated.Add("theta", option.theta());
}
foreach (string greek in calculated.Keys)
{
double expct = expected[greek],
calcl = calculated[greek],
tol = tolerance[greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
expct, calcl, error, tol);
}
}
}
}
}
}
}
}
}
}
public void testCashAtHitOrNothingAmericanGreeks()
{
// Testing American cash-(at-hit)-or-nothing digital option greeks
using (SavedSettings backup = new SavedSettings())
{
SortedDictionary <string, double> calculated = new SortedDictionary <string, double>();
SortedDictionary <string, double> expected = new SortedDictionary <string, double>();
SortedDictionary <string, double> tolerance = new SortedDictionary <string, double>(); // std::map<std::string,Real> calculated, expected, tolerance;
tolerance["delta"] = 5.0e-5;
tolerance["gamma"] = 5.0e-5;
tolerance["rho"] = 5.0e-5;
Option.Type[] types = { QLNet.Option.Type.Call, QLNet.Option.Type.Put };
double[] strikes = { 50.0, 99.5, 100.5, 150.0 };
double cashPayoff = 100.0;
double[] underlyings = { 100 };
double[] qRates = { 0.04, 0.05, 0.06 };
double[] rRates = { 0.01, 0.05, 0.15 };
double[] vols = { 0.11, 0.5, 1.2 };
DayCounter dc = new Actual360();
Date today = Date.Today;
Settings.setEvaluationDate(today);
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> qTS = new Handle <YieldTermStructure>(Utilities.flatRate(qRate, dc));
SimpleQuote rRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> rTS = new Handle <YieldTermStructure>(Utilities.flatRate(rRate, dc));
SimpleQuote vol = new SimpleQuote(0.0);
Handle <BlackVolTermStructure> volTS = new Handle <BlackVolTermStructure>(Utilities.flatVol(vol, dc));
// there is no cycling on different residual times
Date exDate = today + 360;
Exercise exercise = new EuropeanExercise(exDate);
Exercise amExercise = new AmericanExercise(today, exDate, false);
Exercise[] exercises = { exercise, amExercise };
BlackScholesMertonProcess stochProcess = new BlackScholesMertonProcess(new Handle <Quote>(spot), qTS, rTS, volTS);
IPricingEngine euroEngine = new AnalyticEuropeanEngine(stochProcess);
IPricingEngine amEngine = new AnalyticDigitalAmericanEngine(stochProcess);
IPricingEngine[] engines = { euroEngine, amEngine };
bool knockin = true;
for (int j = 0; j < engines.Length; j++)
{
for (int i1 = 0; i1 < types.Length; i1++)
{
for (int i6 = 0; i6 < strikes.Length; i6++)
{
StrikedTypePayoff payoff = new CashOrNothingPayoff(types[i1], strikes[i6], cashPayoff);
VanillaOption opt = new VanillaOption(payoff, exercises[j]);
opt.setPricingEngine(engines[j]);
for (int i2 = 0; i2 < underlyings.Length; i2++)
{
for (int i4 = 0; i4 < qRates.Length; i4++)
{
for (int i3 = 0; i3 < rRates.Length; i3++)
{
for (int i7 = 0; i7 < vols.Length; i7++)
{
// test data
double u = underlyings[i2];
double q = qRates[i4];
double r = rRates[i3];
double v = vols[i7];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
// theta, dividend rho and vega are not available for
// digital option with american exercise. Greeks of
// digital options with european payoff are tested
// in the europeanoption.cpp test
double value = opt.NPV();
calculated["delta"] = opt.delta();
calculated["gamma"] = opt.gamma();
calculated["rho"] = opt.rho();
if (value > 1.0e-6)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = opt.NPV(),
delta_p = opt.delta();
spot.setValue(u - du);
double value_m = opt.NPV(),
delta_m = opt.delta();
spot.setValue(u);
expected["delta"] = (value_p - value_m) / (2 * du);
expected["gamma"] = (delta_p - delta_m) / (2 * du);
// perturb rates and get rho and dividend rho
double dr = r * 1.0e-4;
rRate.setValue(r + dr);
value_p = opt.NPV();
rRate.setValue(r - dr);
value_m = opt.NPV();
rRate.setValue(r);
expected["rho"] = (value_p - value_m) / (2 * dr);
// check
//std::map<std::string,Real>::iterator it;
foreach (var it in calculated)
{
string greek = it.Key;
double expct = expected [greek],
calcl = calculated[greek],
tol = tolerance [greek];
double error = Utilities.relativeError(expct, calcl, value);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
expct, calcl, error, tol, knockin);
}
}
}
}
}
}
}
}
}
}
}
}
private void testOptionGreeks(ForwardVanillaEngine.GetOriginalEngine getEngine)
{
SavedSettings backup = new SavedSettings();
Dictionary <String, double> calculated = new Dictionary <string, double>(),
expected = new Dictionary <string, double>(),
tolerance = new Dictionary <string, double>();
tolerance["delta"] = 1.0e-5;
tolerance["gamma"] = 1.0e-5;
tolerance["theta"] = 1.0e-5;
tolerance["rho"] = 1.0e-5;
tolerance["divRho"] = 1.0e-5;
tolerance["vega"] = 1.0e-5;
Option.Type[] types = { Option.Type.Call, Option.Type.Put };
double[] moneyness = { 0.9, 1.0, 1.1 };
double[] underlyings = { 100.0 };
double[] qRates = { 0.04, 0.05, 0.06 };
double[] rRates = { 0.01, 0.05, 0.15 };
int[] lengths = { 1, 2 };
Frequency[] frequencies = { Frequency.Semiannual, Frequency.Quarterly, };
double[] vols = { 0.11, 0.50, 1.20 };
DayCounter dc = new Actual360();
Date today = Date.Today;
Settings.setEvaluationDate(today);
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> qTS = new Handle <YieldTermStructure>(Utilities.flatRate(qRate, dc));
SimpleQuote rRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> rTS = new Handle <YieldTermStructure>(Utilities.flatRate(rRate, dc));
SimpleQuote vol = new SimpleQuote(0.0);
Handle <BlackVolTermStructure> volTS = new Handle <BlackVolTermStructure>(Utilities.flatVol(vol, dc));
BlackScholesMertonProcess process = new BlackScholesMertonProcess(new Handle <Quote>(spot), qTS, rTS, volTS);
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < moneyness.Length; j++)
{
for (int k = 0; k < lengths.Length; k++)
{
for (int kk = 0; kk < frequencies.Length; kk++)
{
EuropeanExercise maturity = new EuropeanExercise(today + new Period(lengths[k], TimeUnit.Years));
PercentageStrikePayoff payoff = new PercentageStrikePayoff(types[i], moneyness[j]);
List <Date> reset = new List <Date>();
for (Date d = today + new Period(frequencies[kk]);
d < maturity.lastDate();
d += new Period(frequencies[kk]))
{
reset.Add(d);
}
IPricingEngine engine = getEngine(process);
CliquetOption option = new CliquetOption(payoff, maturity, reset);
option.setPricingEngine(engine);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
double value = option.NPV();
calculated["delta"] = option.delta();
calculated["gamma"] = option.gamma();
calculated["theta"] = option.theta();
calculated["rho"] = option.rho();
calculated["divRho"] = option.dividendRho();
calculated["vega"] = option.vega();
if (value > spot.value() * 1.0e-5)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = option.NPV(),
delta_p = option.delta();
spot.setValue(u - du);
double value_m = option.NPV(),
delta_m = option.delta();
spot.setValue(u);
expected["delta"] = (value_p - value_m) / (2 * du);
expected["gamma"] = (delta_p - delta_m) / (2 * du);
// perturb rates and get rho and dividend rho
double dr = r * 1.0e-4;
rRate.setValue(r + dr);
value_p = option.NPV();
rRate.setValue(r - dr);
value_m = option.NPV();
rRate.setValue(r);
expected["rho"] = (value_p - value_m) / (2 * dr);
double dq = q * 1.0e-4;
qRate.setValue(q + dq);
value_p = option.NPV();
qRate.setValue(q - dq);
value_m = option.NPV();
qRate.setValue(q);
expected["divRho"] = (value_p - value_m) / (2 * dq);
// perturb volatility and get vega
double dv = v * 1.0e-4;
vol.setValue(v + dv);
value_p = option.NPV();
vol.setValue(v - dv);
value_m = option.NPV();
vol.setValue(v);
expected["vega"] = (value_p - value_m) / (2 * dv);
// perturb date and get theta
double dT = dc.yearFraction(today - 1, today + 1);
Settings.setEvaluationDate(today - 1);
value_m = option.NPV();
Settings.setEvaluationDate(today + 1);
value_p = option.NPV();
Settings.setEvaluationDate(today);
expected["theta"] = (value_p - value_m) / dT;
// compare
foreach (var it in calculated)
{
String greek = it.Key;
double expct = expected [greek],
calcl = calculated[greek],
tol = tolerance [greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, maturity,
u, q, r, today, v,
expct, calcl, error, tol);
}
}
}
}
}
}
}
}
}
}
}
}
private void testForwardGreeks(Type engine_type)
{
Dictionary <String, double> calculated = new Dictionary <string, double>(),
expected = new Dictionary <string, double>(),
tolerance = new Dictionary <string, double>();
tolerance["delta"] = 1.0e-5;
tolerance["gamma"] = 1.0e-5;
tolerance["theta"] = 1.0e-5;
tolerance["rho"] = 1.0e-5;
tolerance["divRho"] = 1.0e-5;
tolerance["vega"] = 1.0e-5;
Option.Type[] types = { Option.Type.Call, Option.Type.Put };
double[] moneyness = { 0.9, 1.0, 1.1 };
double[] underlyings = { 100.0 };
double[] qRates = { 0.04, 0.05, 0.06 };
double[] rRates = { 0.01, 0.05, 0.15 };
int[] lengths = { 1, 2 };
int[] startMonths = { 6, 9 };
double[] vols = { 0.11, 0.50, 1.20 };
DayCounter dc = new Actual360();
Date today = Date.Today;
Settings.setEvaluationDate(today);
SimpleQuote spot = new SimpleQuote(0.0);
SimpleQuote qRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> qTS = new Handle <YieldTermStructure>(Utilities.flatRate(qRate, dc));
SimpleQuote rRate = new SimpleQuote(0.0);
Handle <YieldTermStructure> rTS = new Handle <YieldTermStructure>(Utilities.flatRate(rRate, dc));
SimpleQuote vol = new SimpleQuote(0.0);
Handle <BlackVolTermStructure> volTS = new Handle <BlackVolTermStructure>(Utilities.flatVol(vol, dc));
BlackScholesMertonProcess stochProcess = new BlackScholesMertonProcess(new Handle <Quote>(spot), qTS, rTS, volTS);
IPricingEngine engine = engine_type == typeof(ForwardVanillaEngine) ? new ForwardVanillaEngine(stochProcess, process => new AnalyticEuropeanEngine(process)) :
new ForwardPerformanceVanillaEngine(stochProcess, process => new AnalyticEuropeanEngine(process));
for (int i = 0; i < types.Length; i++)
{
for (int j = 0; j < moneyness.Length; j++)
{
for (int k = 0; k < lengths.Length; k++)
{
for (int h = 0; h < startMonths.Length; h++)
{
Date exDate = today + new Period(lengths[k], TimeUnit.Years);
Exercise exercise = new EuropeanExercise(exDate);
Date reset = today + new Period(startMonths[h], TimeUnit.Months);
StrikedTypePayoff payoff = new PlainVanillaPayoff(types[i], 0.0);
ForwardVanillaOption option = new ForwardVanillaOption(moneyness[j], reset, payoff, exercise);
option.setPricingEngine(engine);
for (int l = 0; l < underlyings.Length; l++)
{
for (int m = 0; m < qRates.Length; m++)
{
for (int n = 0; n < rRates.Length; n++)
{
for (int p = 0; p < vols.Length; p++)
{
double u = underlyings[l];
double q = qRates[m],
r = rRates[n];
double v = vols[p];
spot.setValue(u);
qRate.setValue(q);
rRate.setValue(r);
vol.setValue(v);
double value = option.NPV();
calculated["delta"] = option.delta();
calculated["gamma"] = option.gamma();
calculated["theta"] = option.theta();
calculated["rho"] = option.rho();
calculated["divRho"] = option.dividendRho();
calculated["vega"] = option.vega();
if (value > spot.value() * 1.0e-5)
{
// perturb spot and get delta and gamma
double du = u * 1.0e-4;
spot.setValue(u + du);
double value_p = option.NPV(),
delta_p = option.delta();
spot.setValue(u - du);
double value_m = option.NPV(),
delta_m = option.delta();
spot.setValue(u);
expected["delta"] = (value_p - value_m) / (2 * du);
expected["gamma"] = (delta_p - delta_m) / (2 * du);
// perturb rates and get rho and dividend rho
double dr = r * 1.0e-4;
rRate.setValue(r + dr);
value_p = option.NPV();
rRate.setValue(r - dr);
value_m = option.NPV();
rRate.setValue(r);
expected["rho"] = (value_p - value_m) / (2 * dr);
double dq = q * 1.0e-4;
qRate.setValue(q + dq);
value_p = option.NPV();
qRate.setValue(q - dq);
value_m = option.NPV();
qRate.setValue(q);
expected["divRho"] = (value_p - value_m) / (2 * dq);
// perturb volatility and get vega
double dv = v * 1.0e-4;
vol.setValue(v + dv);
value_p = option.NPV();
vol.setValue(v - dv);
value_m = option.NPV();
vol.setValue(v);
expected["vega"] = (value_p - value_m) / (2 * dv);
// perturb date and get theta
double dT = dc.yearFraction(today - 1, today + 1);
Settings.setEvaluationDate(today - 1);
value_m = option.NPV();
Settings.setEvaluationDate(today + 1);
value_p = option.NPV();
Settings.setEvaluationDate(today);
expected["theta"] = (value_p - value_m) / dT;
// compare
//std::map<std::string,double>::iterator it;
foreach (KeyValuePair <string, double> it in calculated)
{
String greek = it.Key;
double expct = expected [greek],
calcl = calculated[greek],
tol = tolerance [greek];
double error = Utilities.relativeError(expct, calcl, u);
if (error > tol)
{
REPORT_FAILURE(greek, payoff, exercise,
u, q, r, today, v,
moneyness[j], reset,
expct, calcl, error, tol);
}
}
}
}
}
}
}
}
}
}
}
}
