The Variance Gamma (VG) is a mathematical model for simulating stock prices. The model is both simple and robust and it is a very good alternation to the existing models like Heston stochastic volatility model and Black-Scholes model which may be biased when applied to real market circumstances. The calibration procedure is based on closed form calculation of European options.