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This textbook introduces the fundamental concepts of probability, risk, and uncertainty, and shows their relevance in civil engineering projects with an emphasis on applied probability and statistics. It shows how Microsoft Excel can be used to solve problems and explains practical approaches like Monte Carlo simulations and decision trees.