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MATLAB code is presented to estimate stock option prices using Monte Carlo simulations and closed-form solutions. Three models are employed to describe the dynamics of stock price movements: (1) Geometric Brownian Motion, (2) the jump-diffusion model of Merton (1976), and (3) the jump-diffusion model of Kou and Wang (2004).