Optimal Simulation Budget Allocation Under Unknown Sampling Variance

Jianzhong Du, Ilya O. Ryzhov, Siyang Gao

The ranking and selection problem is a popular framework in the simulation literature for studying optimal information collection. We study a version of this problem in which the s…