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The calculation of reserves, and an estimation of the uncertainty of that calculation, lie at the heart of hydrocarbon exploration and production. But REP is much more than “just another Monte-Carlo program”. It has been designed and developed by explorationists and engineers to solve their problems – and these problems are not only in the calculations themselves. The results, and the means by which they are obtained, must be understood by colleagues and management, so that everyone can have confidence in the decisions that follow.