Re-sampling methods for testing for location against unrestricted and ordered alternatives

Robust tests are proposed for unrestricted and ordered alternatives in the multi-sample problem without assuming homogeneity of scales and/or symmetry of the underlying distributions. The methodology consists of bootstrapping appropriately centered Mann-Whitney statistics. Data sets from Physics and Psychology illustrate the methodology.