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Three methods, the derived distribution method (DDM) for the analytical method, the first-order second moment (FOSM) for the approximation method, and the Latin hypercube sampling (LHS) for the Monte Carlo simulation, are applied for estimating uncertainty of Cout in the k-C* model.
9.2.3.1 Derived Distribution Method
In the DDM, the PDF of a variable Y=g(X) can be obtained given the PDF of X, fx(x).
In cases where analytical methods such as DDM are cumbersome to apply, approximate methods have been suggested.
Figure 9-8a shows comparisons of the PDFs for the three methods: DDM, LHS, and FOSM.
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