A formalized approach то the problem of variables choice in study of relationships

The choice of variables is the most important stage in the statistical study of relationships. We show that this stage can be formalized, if there is a constructive description of the full sets of input and output variables and if we possess a sufficient preliminary knowledge of the problem. A case of ecological studies is considered as an example, where new results can be obtained by the proposed approach.