Based on the errors-in-variables-free approach proposed by Brennan <italic>et al</italic>. [<italic>J. Financial Econ.</italic>, 1998, <bold>49</bold>, 345--373], we investigate the competing explanatory capabilities of alternative multi-factor models when examining various asset-pricing anomalies using Japanese data for the period...