public string StringOp(string op, string a, string b)
{
fS f = null;
if (op.Equals("c", StringComparison.InvariantCultureIgnoreCase))
{
f = (s1, s2) => s1 + s2;
}
else if (op.Equals("r", StringComparison.InvariantCultureIgnoreCase))
{
f = (s1, s2) => s1.Replace(s2, "");
}
if (f == null)
{
return("No such operation!");
}
else
{
string result = f(a, b);
return(result);
}
}
public fS ExtractRND(double[] K, double[] CallPrice)
{
// Calculate the first derivatives of calls w.r.t. strike K.
// Use central differences
int N = K.Length;
double dK, dC, dC2;
double[] dCdK = new double[N - 2];
for (int k = 1; k <= N - 2; k++)
{
dK = K[k + 1] - K[k - 1];
dC = CallPrice[k + 1] - CallPrice[k - 1];
dCdK[k - 1] = dC / dK;
}
// Calculate the risk neutral density by central finite differences.
int N2 = dCdK.Length;
double[] f = new double[N - 4];
for (int k = 1; k <= N2 - 3; k++)
{
dK = K[k + 1] - K[k - 1];
dC2 = dCdK[k + 1] - dCdK[k - 1];
f[k - 1] = dC2 / dK;
}
double[] K2 = new double[N - 4];
for (int k = 0; k <= N2 - 3; k++)
{
K2[k] = K[k + 2];
}
fS output = new fS();
output.K = K2;
output.RND = f;
return(output);
}
static void Main(string[] args)
{
// Classes
RND RND = new RND();
HestonPriceMD HPMD = new HestonPriceMD();
// 32-point Gauss-Laguerre Abscissas and weights
double[] XGLe = new Double[32];
double[] WGLe = new Double[32];
using (TextReader reader = File.OpenText("../../GaussLegendre32.txt"))
{
for (int k = 0; k <= 31; k++)
{
string text = reader.ReadLine();
string[] bits = text.Split(' ');
XGLe[k] = double.Parse(bits[0]);
WGLe[k] = double.Parse(bits[1]);
}
}
// Maturities and strikes
double[] T = new double[] { 45.0 / 365.0, 98.0 / 365.0, 261.0 / 365.0, 348.0 / 365.0 };
int NT = T.Length;
// Option price settings
OpSet settings = new OpSet();
settings.S = 137.14;
settings.r = 0.0010;
settings.q = 0.0068;
settings.trap = 1;
settings.PutCall = "C";
// Heston RMSE parameters from SP data, Table 6.1
HParam param = new HParam();
param.kappa = 8.9957;
param.theta = 0.0567;
param.sigma = 2.0000;
param.v0 = 0.0415;
param.rho = -0.7804;
param.lambda = 0;
// Potential integration domain
double lo = 1e-10;
double hi = 500;
int Ndomains = 50;
double tol = 1e-6;
double dA = (hi - lo) / Convert.ToDouble(Ndomains);
double[] A = new double[Ndomains];
for (int j = 0; j <= Ndomains - 1; j++)
{
A[j] = lo + j * dA;
}
// Initialize the domains and number of points
double[] Domain = new double[NT];
double[] Points = new double[NT];
double[] Area = new double[NT];
// First maturity =====================================================================================================
int NK1 = 100;
settings.T = T[0];
double LoK = 90.0;
double HiK = 170.0;
double dK = (HiK - LoK) / NK1;
double[] K1 = new double[NK1 + 1];
double[] CallPrice1 = new double[NK1 + 1];
double[] points = new double[NK1 + 1];
double[] Upper = new double[NK1 + 1];
OutputMD MDoutput;
for (int k = 0; k <= NK1; k++)
{
K1[k] = LoK + k * dK;
settings.K = K1[k];
MDoutput = HPMD.HestonPriceGaussLegendreMD(param, settings, XGLe, WGLe, A, tol);
CallPrice1[k] = MDoutput.Price;
points[k] = MDoutput.Npoints;
Upper[k] = MDoutput.upper;
}
fS RNDoutput = RND.ExtractRND(K1, CallPrice1);
double[] RND1 = RNDoutput.RND;
double[] Strike1 = RNDoutput.K;
double dh = Strike1[1] - Strike1[0];
Domain[0] = Upper.Max();
Points[0] = points.Max();
Area[0] = RND1.Sum() * dh;
// Second maturity =====================================================================================================
int NK2 = 100;
settings.T = T[1];
LoK = 80.0;
HiK = 180.0;
dK = (HiK - LoK) / NK2;
double[] K2 = new double[NK2 + 1];
double[] CallPrice2 = new double[NK2 + 1];
points = new double[NK2 + 1];
Upper = new double[NK2 + 1];
for (int k = 0; k <= NK2; k++)
{
K2[k] = LoK + k * dK;
settings.K = K2[k];
MDoutput = HPMD.HestonPriceGaussLegendreMD(param, settings, XGLe, WGLe, A, tol);
CallPrice2[k] = MDoutput.Price;
points[k] = MDoutput.Npoints;
Upper[k] = MDoutput.upper;
}
RNDoutput = RND.ExtractRND(K2, CallPrice2);
double[] RND2 = RNDoutput.RND;
double[] Strike2 = RNDoutput.K;
dh = Strike2[1] - Strike2[0];
Domain[1] = Upper.Max();
Points[1] = points.Max();
Area[1] = RND2.Sum() * dh;
// Third maturity =====================================================================================================
int NK3 = 150;
settings.T = T[2];
LoK = 40.0;
HiK = 220.0;
dK = (HiK - LoK) / NK3;
double[] K3 = new double[NK3 + 1];
double[] CallPrice3 = new double[NK3 + 1];
points = new double[NK3 + 1];
Upper = new double[NK3 + 1];
for (int k = 0; k <= NK3; k++)
{
K3[k] = LoK + k * dK;
settings.K = K3[k];
MDoutput = HPMD.HestonPriceGaussLegendreMD(param, settings, XGLe, WGLe, A, tol);
CallPrice3[k] = MDoutput.Price;
points[k] = MDoutput.Npoints;
Upper[k] = MDoutput.upper;
}
RNDoutput = RND.ExtractRND(K3, CallPrice3);
double[] RND3 = RNDoutput.RND;
double[] Strike3 = RNDoutput.K;
dh = Strike3[1] - Strike3[0];
Domain[2] = Upper.Max();
Points[2] = points.Max();
Area[2] = RND3.Sum() * dh;
// Fourth maturity =====================================================================================================
int NK4 = 200;
settings.T = T[3];
LoK = 20.0;
HiK = 240.0;
dK = (HiK - LoK) / NK4;
double[] K4 = new double[NK4 + 1];
double[] CallPrice4 = new double[NK4 + 1];
points = new double[NK4 + 1];
Upper = new double[NK4 + 1];
for (int k = 0; k <= NK4; k++)
{
K4[k] = LoK + k * dK;
settings.K = K4[k];
MDoutput = HPMD.HestonPriceGaussLegendreMD(param, settings, XGLe, WGLe, A, tol);
CallPrice4[k] = MDoutput.Price;
points[k] = MDoutput.Npoints;
Upper[k] = MDoutput.upper;
}
RNDoutput = RND.ExtractRND(K4, CallPrice4);
double[] RND4 = RNDoutput.RND;
double[] Strike4 = RNDoutput.K;
dh = Strike4[1] - Strike4[0];
Domain[3] = Upper.Max();
Points[3] = points.Max();
Area[3] = RND4.Sum() * dh;
// Output the results
Console.WriteLine("Maturity Area UpperLimit Points");
Console.WriteLine("----------------------------------------");
for (int t = 0; t <= NT - 1; t++)
{
Console.WriteLine(" {0,3:F0} {1,12:F5} {2,10:F0} {3,10:F0}", T[t] * 365.0, Area[t], Domain[t], Points[t]);
}
Console.WriteLine("----------------------------------------");
}
