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Monte_Carlo_call_option_pricer_simple.cpp
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67 lines (63 loc) · 1.87 KB
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#include <mcm.h>
#include <iostream>
#include <cmath>
using namespace std;
double SimpleMonteCarlo1(double Expiry,
double Strike,
double Spot,
double Vol,
double r,
unsigned long NumberOfPaths)
{
double varience = Vol * Vol * Expiry;
double rootVarience = sqrt(varience);
double itoCorrection = -0.5*varience;
double movedSpot = Spot * exp(r*Expiry + itoCorrection);
double thisSpot;
double runningSum = 0;
for (unsigned long i = 0; i < NumberOfPaths; i++)
{
double thisGaussian = GetOneGaussianByBoxMuller();
thisSpot = movedSpot * exp(rootVariance * thisGaussian);
double thisPayoff = thisSpot - Strike;
thisPayoff = thisPayoff > 0 ? thisPayoff : 0;
runningSum += thisPayoff;
}
double mean = runningSum / NumberOfPaths;
mean *= exp(-r * Expiry);
return mean;
}
int main()
{
double Expiry;
double Strike;
double Spot;
double Vol;
double r;
unsigned long NumberOfPaths;
cout << "\nEnter expiry\n";
cin >> Expiry;
cout << "\nEnter strike\n";
cin >> Strike;
cout << "\nEnter spot\n";
cin >> Spot;
cout << "\nEnter vol\n";
cin >> Vol;
cout << "\nr\n";
cin >> r;
cout << "\nNumber of paths\n";
cin >> NumberOfPaths;
double result = SimpleMonteCarlo1(Expiry,
Strike,
Spot,
Vol,
r,
NumberOfPaths);
cout << "the price is " << result << "\n";
double tmp;
cin >> tmp;
return 0;
}
// --> Upcoming changes
// Give Price Puts, Price double digits.
//