I. Theoretical Results.- Stochastic-Parametric Linear Programs II.- A Necessary Condition for Continuity in Parametric Linear Programming.- On Parametric Linear Optimization IV. Differentiable Parameter Functions.- Conditions for Optimality in Multi-Stage Stochastic Programming Problems.- A Note on Sequential Minimax Rules for Stochastic Linear Programs.- A Dual of a Dynamic Inventory Control Model: The Deterministic and Stochastic Case.- Convexity and Optimization in Certain Problems in Statistics.- II. Applications and Methods.- Computation of Multiple Normal Probabilities.- Water Resources System Modelling Using Stochastic Programming with Recourse.- Solving Complete Fixed Recourse Problems by Successive Discretization — Extended Abstract —.- An Extended Frank-Wolfe Algorithm with Application to Portfolio Selection Problems.- Duality in Stochastic Programming Applied to the Design and Operation of Reservoirs.- Chance Constrained Inventory Model for an Asphalt Mixing Problem.- Solving Stochastic Linear Programs by Semi-Stochastic Approximation Algorithms.- Network Planning Using Two-Stage Programming under Uncertainty.