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Linear closed-loop Stackelberg strategies in sequential decisionmaking problems related to linear systems and quadratic criteria are considered. Necessary conditions for the solution are developed and an algorithm for numerical solution of two-level Stackelberg problems is presented. Finally the generalization to multilevel Stackelberg problems is described and specific results for the three-level sequential decisionmaking problem are presented.