public DVPLI.EstimationResult Estimate(List <object> data, DVPLI.IEstimationSettings settings = null, DVPLI.IController controller = null, Dictionary <string, object> properties = null)
{
DVPLI.InterestRateMarketData irmd = data[0] as DVPLI.InterestRateMarketData;
//Date today = new Date(15, Month.February, 2002);
//Date settlement = new Date(19, Month.February, 2002);
Settings.setEvaluationDate(irmd.Date);
Handle <YieldTermStructure> termStructure = new Handle <YieldTermStructure>(new Utilities.ZeroRateFunction(irmd.Date, irmd.ZRMarketDates, irmd.ZRMarket));
//termStructure.link
HullWhite model = new HullWhite(termStructure);
IborIndex index = new Euribor6M(termStructure);
IPricingEngine engine = new JamshidianSwaptionEngine(model);
List <CalibrationHelper> swaptions = new List <CalibrationHelper>();
for (int i = 0; i < irmd.SwapDates.Length; i++)
{
for (int j = 0; j < irmd.SwapDuration.Length; j++)
{
Quote vol = new SimpleQuote(irmd.SwaptionsVolatility[j, i]);
CalibrationHelper helper =
new SwaptionHelper(new Period((int)irmd.SwapDates[i], TimeUnit.Years),
new Period((int)irmd.SwapDuration[j], TimeUnit.Years),
new Handle <Quote>(vol),
index,
new Period(1, TimeUnit.Years),
new Thirty360(),
new Actual360(),
termStructure,
false);
helper.setPricingEngine(engine);
swaptions.Add(helper);
}
}
// Set up the optimization problem
LevenbergMarquardt optimizationMethod = new LevenbergMarquardt(1.0e-8, 1.0e-8, 1.0e-8);
EndCriteria endCriteria = new EndCriteria(10000, 100, 1e-6, 1e-8, 1e-8);
//Optimize
model.calibrate(swaptions, optimizationMethod, endCriteria, new Constraint(), new List <double>());
EndCriteria.Type ecType = model.endCriteria();
Vector xMinCalculated = model.parameters();
double yMinCalculated = model.value(xMinCalculated, swaptions);
Vector xMinExpected = new Vector(2);
double yMinExpected = model.value(xMinExpected, swaptions);
DVPLI.EstimationResult r = new DVPLI.EstimationResult(new string[] { "Alpha", "Sigma" }, new double[] { xMinCalculated[0], xMinCalculated[1] });
return(r);
}
public void testCachedHullWhite()
{
//("Testing Hull-White calibration against cached values...");
Date today = new Date(15, Month.February, 2002);
Date settlement = new Date(19, Month.February, 2002);
Settings.setEvaluationDate(today);
Handle <YieldTermStructure> termStructure =
new Handle <YieldTermStructure>(Utilities.flatRate(settlement, 0.04875825, new Actual365Fixed()));
//termStructure.link
HullWhite model = new HullWhite(termStructure);
CalibrationData[] data = { new CalibrationData(1, 5, 0.1148),
new CalibrationData(2, 4, 0.1108),
new CalibrationData(3, 3, 0.1070),
new CalibrationData(4, 2, 0.1021),
new CalibrationData(5, 1, 0.1000) };
IborIndex index = new Euribor6M(termStructure);
IPricingEngine engine = new JamshidianSwaptionEngine(model);
List <CalibrationHelper> swaptions = new List <CalibrationHelper>();
for (int i = 0; i < data.Length; i++)
{
Quote vol = new SimpleQuote(data[i].volatility);
CalibrationHelper helper =
new SwaptionHelper(new Period(data[i].start, TimeUnit.Years),
new Period(data[i].length, TimeUnit.Years),
new Handle <Quote>(vol),
index,
new Period(1, TimeUnit.Years),
new Thirty360(),
new Actual360(),
termStructure,
false);
helper.setPricingEngine(engine);
swaptions.Add(helper);
}
// Set up the optimization problem
// Real simplexLambda = 0.1;
// Simplex optimizationMethod(simplexLambda);
LevenbergMarquardt optimizationMethod = new LevenbergMarquardt(1.0e-8, 1.0e-8, 1.0e-8);
EndCriteria endCriteria = new EndCriteria(10000, 100, 1e-6, 1e-8, 1e-8);
//Optimize
model.calibrate(swaptions, optimizationMethod, endCriteria, new Constraint(), new List <double>());
EndCriteria.Type ecType = model.endCriteria();
// Check and print out results
#if QL_USE_INDEXED_COUPON
double cachedA = 0.0488199, cachedSigma = 0.00593579;
#else
double cachedA = 0.0488565, cachedSigma = 0.00593662;
#endif
double tolerance = 1.120e-5;
//double tolerance = 1.0e-6;
Vector xMinCalculated = model.parameters();
double yMinCalculated = model.value(xMinCalculated, swaptions);
Vector xMinExpected = new Vector(2);
xMinExpected[0] = cachedA;
xMinExpected[1] = cachedSigma;
double yMinExpected = model.value(xMinExpected, swaptions);
if (Math.Abs(xMinCalculated[0] - cachedA) > tolerance ||
Math.Abs(xMinCalculated[1] - cachedSigma) > tolerance)
{
Assert.Fail("Failed to reproduce cached calibration results:\n"
+ "calculated: a = " + xMinCalculated[0] + ", "
+ "sigma = " + xMinCalculated[1] + ", "
+ "f(a) = " + yMinCalculated + ",\n"
+ "expected: a = " + xMinExpected[0] + ", "
+ "sigma = " + xMinExpected[1] + ", "
+ "f(a) = " + yMinExpected + ",\n"
+ "difference: a = " + (xMinCalculated[0] - xMinExpected[0]) + ", "
+ "sigma = " + (xMinCalculated[1] - xMinExpected[1]) + ", "
+ "f(a) = " + (yMinCalculated - yMinExpected) + ",\n"
+ "end criteria = " + ecType);
}
}
static void Main(string[] args)
{
DateTime timer = DateTime.Now;
Date todaysDate = new Date(15, 2, 2002);
Calendar calendar = new TARGET();
Date settlementDate = new Date(19, 2, 2002);
Settings.setEvaluationDate(todaysDate);
// flat yield term structure impling 1x5 swap at 5%
Quote flatRate = new SimpleQuote(0.04875825);
Handle <YieldTermStructure> rhTermStructure = new Handle <YieldTermStructure>(
new FlatForward(settlementDate, new Handle <Quote>(flatRate),
new Actual365Fixed()));
// Define the ATM/OTM/ITM swaps
Frequency fixedLegFrequency = Frequency.Annual;
BusinessDayConvention fixedLegConvention = BusinessDayConvention.Unadjusted;
BusinessDayConvention floatingLegConvention = BusinessDayConvention.ModifiedFollowing;
DayCounter fixedLegDayCounter = new Thirty360(Thirty360.Thirty360Convention.European);
Frequency floatingLegFrequency = Frequency.Semiannual;
VanillaSwap.Type type = VanillaSwap.Type.Payer;
double dummyFixedRate = 0.03;
IborIndex indexSixMonths = new Euribor6M(rhTermStructure);
Date startDate = calendar.advance(settlementDate, 1, TimeUnit.Years,
floatingLegConvention);
Date maturity = calendar.advance(startDate, 5, TimeUnit.Years,
floatingLegConvention);
Schedule fixedSchedule = new Schedule(startDate, maturity, new Period(fixedLegFrequency),
calendar, fixedLegConvention, fixedLegConvention,
DateGeneration.Rule.Forward, false);
Schedule floatSchedule = new Schedule(startDate, maturity, new Period(floatingLegFrequency),
calendar, floatingLegConvention, floatingLegConvention,
DateGeneration.Rule.Forward, false);
VanillaSwap swap = new VanillaSwap(
type, 1000.0,
fixedSchedule, dummyFixedRate, fixedLegDayCounter,
floatSchedule, indexSixMonths, 0.0,
indexSixMonths.dayCounter());
swap.setPricingEngine(new DiscountingSwapEngine(rhTermStructure));
double fixedAtmRate = swap.fairRate();
double fixedOtmRate = fixedAtmRate * 1.2;
double fixedItmRate = fixedAtmRate * 0.8;
VanillaSwap atmSwap = new VanillaSwap(
type, 1000.0,
fixedSchedule, fixedAtmRate, fixedLegDayCounter,
floatSchedule, indexSixMonths, 0.0,
indexSixMonths.dayCounter());
VanillaSwap otmSwap = new VanillaSwap(
type, 1000.0,
fixedSchedule, fixedOtmRate, fixedLegDayCounter,
floatSchedule, indexSixMonths, 0.0,
indexSixMonths.dayCounter());
VanillaSwap itmSwap = new VanillaSwap(
type, 1000.0,
fixedSchedule, fixedItmRate, fixedLegDayCounter,
floatSchedule, indexSixMonths, 0.0,
indexSixMonths.dayCounter());
// defining the swaptions to be used in model calibration
List <Period> swaptionMaturities = new List <Period>(5);
swaptionMaturities.Add(new Period(1, TimeUnit.Years));
swaptionMaturities.Add(new Period(2, TimeUnit.Years));
swaptionMaturities.Add(new Period(3, TimeUnit.Years));
swaptionMaturities.Add(new Period(4, TimeUnit.Years));
swaptionMaturities.Add(new Period(5, TimeUnit.Years));
List <CalibrationHelper> swaptions = new List <CalibrationHelper>();
// List of times that have to be included in the timegrid
List <double> times = new List <double>();
for (int i = 0; i < NumRows; i++)
{
int j = NumCols - i - 1; // 1x5, 2x4, 3x3, 4x2, 5x1
int k = i * NumCols + j;
Quote vol = new SimpleQuote(SwaptionVols[k]);
swaptions.Add(new SwaptionHelper(swaptionMaturities[i],
new Period(SwapLenghts[j], TimeUnit.Years),
new Handle <Quote>(vol),
indexSixMonths,
indexSixMonths.tenor(),
indexSixMonths.dayCounter(),
indexSixMonths.dayCounter(),
rhTermStructure, false));
swaptions.Last().addTimesTo(times);
}
// Building time-grid
TimeGrid grid = new TimeGrid(times, 30);
// defining the models
G2 modelG2 = new G2(rhTermStructure);
HullWhite modelHw = new HullWhite(rhTermStructure);
HullWhite modelHw2 = new HullWhite(rhTermStructure);
BlackKarasinski modelBk = new BlackKarasinski(rhTermStructure);
// model calibrations
Console.WriteLine("G2 (analytic formulae) calibration");
for (int i = 0; i < swaptions.Count; i++)
{
swaptions[i].setPricingEngine(new G2SwaptionEngine(modelG2, 6.0, 16));
}
CalibrateModel(modelG2, swaptions);
Console.WriteLine("calibrated to:\n" +
"a = {0:0.000000}, " +
"sigma = {1:0.0000000}\n" +
"b = {2:0.000000}, " +
"eta = {3:0.0000000}\n" +
"rho = {4:0.00000}\n",
modelG2.parameters()[0],
modelG2.parameters()[1],
modelG2.parameters()[2],
modelG2.parameters()[3],
modelG2.parameters()[4]);
Console.WriteLine("Hull-White (analytic formulae) calibration");
for (int i = 0; i < swaptions.Count; i++)
{
swaptions[i].setPricingEngine(new JamshidianSwaptionEngine(modelHw));
}
CalibrateModel(modelHw, swaptions);
Console.WriteLine("calibrated to:\n" +
"a = {0:0.000000}, " +
"sigma = {1:0.0000000}\n",
modelHw.parameters()[0],
modelHw.parameters()[1]);
Console.WriteLine("Hull-White (numerical) calibration");
for (int i = 0; i < swaptions.Count(); i++)
{
swaptions[i].setPricingEngine(new TreeSwaptionEngine(modelHw2, grid));
}
CalibrateModel(modelHw2, swaptions);
Console.WriteLine("calibrated to:\n" +
"a = {0:0.000000}, " +
"sigma = {1:0.0000000}\n",
modelHw2.parameters()[0],
modelHw2.parameters()[1]);
Console.WriteLine("Black-Karasinski (numerical) calibration");
for (int i = 0; i < swaptions.Count; i++)
{
swaptions[i].setPricingEngine(new TreeSwaptionEngine(modelBk, grid));
}
CalibrateModel(modelBk, swaptions);
Console.WriteLine("calibrated to:\n" +
"a = {0:0.000000}, " +
"sigma = {1:0.00000}\n",
modelBk.parameters()[0],
modelBk.parameters()[1]);
// ATM Bermudan swaption pricing
Console.WriteLine("Payer bermudan swaption "
+ "struck at {0:0.00000 %} (ATM)",
fixedAtmRate);
List <Date> bermudanDates = new List <Date>();
List <CashFlow> leg = swap.fixedLeg();
for (int i = 0; i < leg.Count; i++)
{
Coupon coupon = (Coupon)leg[i];
bermudanDates.Add(coupon.accrualStartDate());
}
Exercise bermudanExercise = new BermudanExercise(bermudanDates);
Swaption bermudanSwaption = new Swaption(atmSwap, bermudanExercise);
// Do the pricing for each model
// G2 price the European swaption here, it should switch to bermudan
bermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelG2, 50));
Console.WriteLine("G2: {0:0.00}", bermudanSwaption.NPV());
bermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw, 50));
Console.WriteLine("HW: {0:0.000}", bermudanSwaption.NPV());
bermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw2, 50));
Console.WriteLine("HW (num): {0:0.000}", bermudanSwaption.NPV());
bermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelBk, 50));
Console.WriteLine("BK: {0:0.000}", bermudanSwaption.NPV());
// OTM Bermudan swaption pricing
Console.WriteLine("Payer bermudan swaption "
+ "struck at {0:0.00000 %} (OTM)",
fixedOtmRate);
Swaption otmBermudanSwaption = new Swaption(otmSwap, bermudanExercise);
// Do the pricing for each model
otmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelG2, 50));
Console.WriteLine("G2: {0:0.0000}", otmBermudanSwaption.NPV());
otmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw, 50));
Console.WriteLine("HW: {0:0.0000}", otmBermudanSwaption.NPV());
otmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw2, 50));
Console.WriteLine("HW (num): {0:0.000}", otmBermudanSwaption.NPV());
otmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelBk, 50));
Console.WriteLine("BK: {0:0.0000}", otmBermudanSwaption.NPV());
// ITM Bermudan swaption pricing
Console.WriteLine("Payer bermudan swaption "
+ "struck at {0:0.00000 %} (ITM)",
fixedItmRate);
Swaption itmBermudanSwaption = new Swaption(itmSwap, bermudanExercise);
// Do the pricing for each model
itmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelG2, 50));
Console.WriteLine("G2: {0:0.000}", itmBermudanSwaption.NPV());
itmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw, 50));
Console.WriteLine("HW: {0:0.000}", itmBermudanSwaption.NPV());
itmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelHw2, 50));
Console.WriteLine("HW (num): {0:0.000}", itmBermudanSwaption.NPV());
itmBermudanSwaption.setPricingEngine(new TreeSwaptionEngine(modelBk, 50));
Console.WriteLine("BK: {0:0.000}", itmBermudanSwaption.NPV());
Console.WriteLine(" \nRun completed in {0}", DateTime.Now - timer);
Console.WriteLine();
Console.Write("Press any key to continue ...");
Console.ReadKey();
}
