Abstract: Szeg\"o proposed that efficient subset could occur in the optimal portfolio selection problem with singular covariance matrix. An equivalent definition of efficient subset is given based on the analytic solutions of efficient portfolio in this paper. Some necessary and sufficient conditions for existing efficient subset in the stock market and for determining whether a stock subset is efficient one or not are also derived from the equivalent definition.