Randomization of Number Theoretic Methods for Multiple Integration

A procedure is discussed for randomization of the number theoretic methods of the Korobov type producing stochastic families of multi-dimensional integration rules. These randomized rules have the advantage that confidence intervals can be given for the magnitude of error. The practical implementation is considered.