Presents a rigorous yet accessible treatment of the ASAP and FSAP methods of sensitivity analysis, including discussion of their relative advantages and disadvantages Includes three introductory chapters that review the relevant mathematical concepts of matrix and operator theory, probability and statistics, and the theory and practice of measurements and errors Explores local sensitivity and uncertainty analysis for both linear and nonlinear systems Describes a computational algorithm for global sensitivity analysis and illustrates its use with an application to the dynamic behavior of a...