Problems in multiple testing of statistical hypotheses

Problems that arise in the relations between theoretical mathematical statistics and practical statistical analysis are discussed, exemplified by ''matching'' of sequentially applied statistical procedures. Emphasis is placed on the special case of ''matching'' encountered in multiple (in particular, repealed) testing of statistical hypotheses. The current concepts and techniques are critically revised. A novel approach based on intensive use of a personal computer is proposed.