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Incorporating Historical Data Into Monte Carlo Simulation

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Simulation Techniques and Applications Capital Investment and Risk Analysis Reservoir Engineering and Simulation Methods

Abstract

Summary This paper demonstrates how to incorporate historical data into Monte Carlo simulations, describes how the parameters are distributed, and quantifies dependencies among them. It also shows the effect of ignoring dependency and presents summary statistics on field data.

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1998Risk Analysis: Lessons Learned

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