In this paper a stepwise selection of variables for logistic discriminatory analysis by using the maximum likelihood estimation is based on likelihood ratio tests for the discriminatory coefficients. The tests are used in a forward selection and a backward elimination at each step. Thc use of the selection procedure is illustrated with several examples.