Shapiro, Alexander - In: Computational Statistics 58 (2003) 1, pp. 57-68
We discuss in this paper statistical inference of sample average approximations of multistage stochastic programming problems. We show that any random sampling scheme provides a valid statistical lower bound for the optimal (minimum) value of the true problem. However, in order for such lower...