// node sensitivity function private System.Func <DoubleArray, DoubleMatrix> createJacobianFunction(SabrIborCapletFloorletVolatilityCalibrationDefinition sabrDefinition, RatesProvider ratesProvider, SabrParametersIborCapletFloorletVolatilities volatilities, IList <ResolvedIborCapFloorLeg> capList, IList <double> priceList, Currency currency) { int nCaps = capList.Count; SabrParameters sabrParams = volatilities.Parameters; CurveName alphaName = sabrParams.AlphaCurve.Name; CurveName betaName = sabrParams.BetaCurve.Name; CurveName rhoName = sabrParams.RhoCurve.Name; CurveName nuName = sabrParams.NuCurve.Name; System.Func <DoubleArray, DoubleMatrix> jacobianFunction = (DoubleArray x) => { SabrParametersIborCapletFloorletVolatilities volsNew = updateParameters(sabrDefinition, volatilities, x); double[][] jacobian = new double[nCaps][]; for (int i = 0; i < nCaps; ++i) { PointSensitivities point = sabrPricer.presentValueSensitivityModelParamsSabr(capList[i], ratesProvider, volsNew).build(); CurrencyParameterSensitivities sensi = volsNew.parameterSensitivity(point); double targetPriceInv = 1d / priceList[i]; DoubleArray sensitivities = sensi.getSensitivity(alphaName, currency).Sensitivity; if (sabrDefinition.BetaCurve.Present) { // beta fixed sensitivities = sensitivities.concat(sensi.getSensitivity(rhoName, currency).Sensitivity); } else { // rho fixed sensitivities = sensitivities.concat(sensi.getSensitivity(betaName, currency).Sensitivity); } jacobian[i] = sensitivities.concat(sensi.getSensitivity(nuName, currency).Sensitivity).multipliedBy(targetPriceInv).toArray(); } return(DoubleMatrix.ofUnsafe(jacobian)); }; return(jacobianFunction); }
public virtual void test_parameterSensitivity() { double alphaSensi = 2.24, betaSensi = 3.45, rhoSensi = -2.12, nuSensi = -0.56, shiftSensi = 2.5; SabrParametersIborCapletFloorletVolatilities prov = SabrParametersIborCapletFloorletVolatilities.of(NAME, EUR_EURIBOR_3M, DATE_TIME, PARAM); for (int i = 0; i < NB_TEST; i++) { double expiryTime = prov.relativeTime(TEST_OPTION_EXPIRY[i]); PointSensitivities point = PointSensitivities.of(IborCapletFloorletSabrSensitivity.of(NAME, expiryTime, ALPHA, EUR, alphaSensi), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime, BETA, EUR, betaSensi), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime, RHO, EUR, rhoSensi), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime, NU, EUR, nuSensi), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime, SHIFT, EUR, shiftSensi)); CurrencyParameterSensitivities sensiComputed = prov.parameterSensitivity(point); UnitParameterSensitivity alphaSensitivities = prov.Parameters.AlphaCurve.yValueParameterSensitivity(expiryTime); UnitParameterSensitivity betaSensitivities = prov.Parameters.BetaCurve.yValueParameterSensitivity(expiryTime); UnitParameterSensitivity rhoSensitivities = prov.Parameters.RhoCurve.yValueParameterSensitivity(expiryTime); UnitParameterSensitivity nuSensitivities = prov.Parameters.NuCurve.yValueParameterSensitivity(expiryTime); UnitParameterSensitivity shiftSensitivities = prov.Parameters.ShiftCurve.yValueParameterSensitivity(expiryTime); CurrencyParameterSensitivity alphaSensiObj = sensiComputed.getSensitivity(IborCapletFloorletSabrRateVolatilityDataSet.META_ALPHA.CurveName, EUR); CurrencyParameterSensitivity betaSensiObj = sensiComputed.getSensitivity(IborCapletFloorletSabrRateVolatilityDataSet.META_BETA.CurveName, EUR); CurrencyParameterSensitivity rhoSensiObj = sensiComputed.getSensitivity(IborCapletFloorletSabrRateVolatilityDataSet.META_RHO.CurveName, EUR); CurrencyParameterSensitivity nuSensiObj = sensiComputed.getSensitivity(IborCapletFloorletSabrRateVolatilityDataSet.META_NU.CurveName, EUR); CurrencyParameterSensitivity shiftSensiObj = sensiComputed.getSensitivity(IborCapletFloorletSabrRateVolatilityDataSet.META_SHIFT.CurveName, EUR); DoubleArray alphaNodeSensiComputed = alphaSensiObj.Sensitivity; DoubleArray betaNodeSensiComputed = betaSensiObj.Sensitivity; DoubleArray rhoNodeSensiComputed = rhoSensiObj.Sensitivity; DoubleArray nuNodeSensiComputed = nuSensiObj.Sensitivity; DoubleArray shiftNodeSensiComputed = shiftSensiObj.Sensitivity; assertEquals(alphaSensitivities.Sensitivity.size(), alphaNodeSensiComputed.size()); assertEquals(betaSensitivities.Sensitivity.size(), betaNodeSensiComputed.size()); assertEquals(rhoSensitivities.Sensitivity.size(), rhoNodeSensiComputed.size()); assertEquals(nuSensitivities.Sensitivity.size(), nuNodeSensiComputed.size()); assertEquals(shiftSensitivities.Sensitivity.size(), shiftNodeSensiComputed.size()); for (int k = 0; k < alphaNodeSensiComputed.size(); ++k) { assertEquals(alphaNodeSensiComputed.get(k), alphaSensitivities.Sensitivity.get(k) * alphaSensi, TOLERANCE_VOL); } for (int k = 0; k < betaNodeSensiComputed.size(); ++k) { assertEquals(betaNodeSensiComputed.get(k), betaSensitivities.Sensitivity.get(k) * betaSensi, TOLERANCE_VOL); } for (int k = 0; k < rhoNodeSensiComputed.size(); ++k) { assertEquals(rhoNodeSensiComputed.get(k), rhoSensitivities.Sensitivity.get(k) * rhoSensi, TOLERANCE_VOL); } for (int k = 0; k < nuNodeSensiComputed.size(); ++k) { assertEquals(nuNodeSensiComputed.get(k), nuSensitivities.Sensitivity.get(k) * nuSensi, TOLERANCE_VOL); } for (int k = 0; k < shiftNodeSensiComputed.size(); ++k) { assertEquals(shiftNodeSensiComputed.get(k), shiftSensitivities.Sensitivity.get(k) * shiftSensi, TOLERANCE_VOL); } } }
public virtual void test_parameterSensitivity_multi() { double[] points1 = new double[] { 2.24, 3.45, -2.12, -0.56 }; double[] points2 = new double[] { -0.145, 1.01, -5.0, -11.0 }; double[] points3 = new double[] { 1.3, -4.32, 2.1, -7.18 }; SabrParametersIborCapletFloorletVolatilities prov = SabrParametersIborCapletFloorletVolatilities.of(NAME, EUR_EURIBOR_3M, DATE_TIME, PARAM); double expiryTime0 = prov.relativeTime(TEST_OPTION_EXPIRY[0]); double expiryTime3 = prov.relativeTime(TEST_OPTION_EXPIRY[3]); for (int i = 0; i < NB_TEST; i++) { PointSensitivities sensi1 = PointSensitivities.of(IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, ALPHA, EUR, points1[0]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, BETA, EUR, points1[1]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, RHO, EUR, points1[2]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, NU, EUR, points1[3])); PointSensitivities sensi2 = PointSensitivities.of(IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, ALPHA, EUR, points2[0]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, BETA, EUR, points2[1]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, RHO, EUR, points2[2]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime0, NU, EUR, points2[3])); PointSensitivities sensi3 = PointSensitivities.of(IborCapletFloorletSabrSensitivity.of(NAME, expiryTime3, ALPHA, EUR, points3[0]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime3, BETA, EUR, points3[1]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime3, RHO, EUR, points3[2]), IborCapletFloorletSabrSensitivity.of(NAME, expiryTime3, NU, EUR, points3[3])); PointSensitivities sensis = sensi1.combinedWith(sensi2).combinedWith(sensi3).normalized(); CurrencyParameterSensitivities computed = prov.parameterSensitivity(sensis); CurrencyParameterSensitivities expected = prov.parameterSensitivity(sensi1).combinedWith(prov.parameterSensitivity(sensi2)).combinedWith(prov.parameterSensitivity(sensi3)); DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.AlphaCurve.Name, EUR).Sensitivity.toArray(), expected.getSensitivity(PARAM.AlphaCurve.Name, EUR).Sensitivity.toArray(), TOLERANCE_VOL); DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.BetaCurve.Name, EUR).Sensitivity.toArray(), expected.getSensitivity(PARAM.BetaCurve.Name, EUR).Sensitivity.toArray(), TOLERANCE_VOL); DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.RhoCurve.Name, EUR).Sensitivity.toArray(), expected.getSensitivity(PARAM.RhoCurve.Name, EUR).Sensitivity.toArray(), TOLERANCE_VOL); DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.NuCurve.Name, EUR).Sensitivity.toArray(), expected.getSensitivity(PARAM.NuCurve.Name, EUR).Sensitivity.toArray(), TOLERANCE_VOL); } }
// node sensitivity function private System.Func <DoubleArray, DoubleMatrix> createJacobianFunction(RatesProvider ratesProvider, SabrParametersIborCapletFloorletVolatilities volatilities, ZonedDateTime prevExpiry, IList <ResolvedIborCapFloorLeg> capList, IList <double> priceList, Currency currency, int[] startIndex, int nExpiries, int timeIndex, int nCaplets, bool betaFixed) { Curve alphaCurve = volatilities.Parameters.AlphaCurve; Curve betaCurve = volatilities.Parameters.BetaCurve; Curve rhoCurve = volatilities.Parameters.RhoCurve; Curve nuCurve = volatilities.Parameters.NuCurve; int currentStart = startIndex[timeIndex]; System.Func <DoubleArray, DoubleMatrix> jacobianFunction = (DoubleArray x) => { SabrParametersIborCapletFloorletVolatilities volsNew = updateParameters(volatilities, nExpiries, timeIndex, betaFixed, x); //JAVA TO C# CONVERTER NOTE: The following call to the 'RectangularArrays' helper class reproduces the rectangular array initialization that is automatic in Java: //ORIGINAL LINE: double[][] jacobian = new double[nCaplets][4]; double[][] jacobian = RectangularArrays.ReturnRectangularDoubleArray(nCaplets, 4); for (int i = 0; i < nCaplets; ++i) { PointSensitivities point = capList[currentStart + i].CapletFloorletPeriods.Where(p => p.FixingDateTime.isAfter(prevExpiry)).Select(p => sabrPeriodPricer.presentValueSensitivityModelParamsSabr(p, ratesProvider, volsNew)).Aggregate((c1, c2) => c1.combinedWith(c2)).get().build(); double targetPrice = priceList[currentStart + i]; CurrencyParameterSensitivities sensi = volsNew.parameterSensitivity(point); jacobian[i][0] = sensi.getSensitivity(alphaCurve.Name, currency).Sensitivity.get(timeIndex) / targetPrice; if (betaFixed) { jacobian[i][1] = 0d; jacobian[i][2] = sensi.getSensitivity(rhoCurve.Name, currency).Sensitivity.get(timeIndex) / targetPrice; } else { jacobian[i][1] = sensi.getSensitivity(betaCurve.Name, currency).Sensitivity.get(timeIndex) / targetPrice; jacobian[i][2] = 0d; } jacobian[i][3] = sensi.getSensitivity(nuCurve.Name, currency).Sensitivity.get(timeIndex) / targetPrice; } return(DoubleMatrix.ofUnsafe(jacobian)); }; return(jacobianFunction); }