E-Jurnal Matematika · 2018 · 14 citations · 2 references
BusinessEconomicsFinanceAsset PricingFinancial EconomicsPricing TheoryMonte Carlo MethodsMonte Carlo SimulationOption PricingOption Pricing ModelsSimulation MethodsAntithetic VariatesBarrier Option ValuationConfidence Interval AnalysisConfidence Interval MethodologyMonte Carlo EstimationMonte Carlo Option PricingMonte Carlo Pricing
The purpose of this research is to compare the selling price of down and out barrier option when the prices are simulated by the Antithetic Variate Monte Carlo and the standar Monte Carlo. Barrier options are path dependent options and the payoff depend on whether the underlying asset price touched the barrier or not during the life of the option. In this research, we conducted simulations against the closing price of the shares of PT Adhi Karya using Standard Monte Carlo simulation and the Monte Carlo-Antithetic Variate simulation. After the simulation, we obtained that the option prices using Antithetic Variate produces a cheaper price than the standar one. We also found that the analytic solution has a smaller error on its confidence interval compare to the Monte Carlo Standar.
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