42 THE FACTORS OF THE MIND measure a physical or objective phenomenon, as a regression coefficient or a covariance may under certain conditions claim to do.1 (c) The Appeal to a priori Postulates.—But, however many tables we collect, we still cannot legitimately extrapolate the results, unless some further assumption is made about the total population or universe which our samples are pre- sumed to represent. This holds of all empirical prediction. And here once again we observe how the peculiar fallacies that invalidate so many factorial generalizations are, in fact, but special instances of the difficulties that surround every attempt at reasoning by induction. No inductive inference can be justified on formal grounds alone : certain material postulates, generally obscure and in most cases unexpressed, are essential to carry logical conviction. As we have already seen, any effort to reach probabilities by inverse reasoning implies antecedent or a priori probabilities, as well as the explicit or a posteriori probabilities supplied by the em- pirical research ; and, however much the mode of argument is recast, it seems wholly impossible to escape such initial assumptions. In factorial work they usually take the form of certain general notions about the structure of the mind or the physiological working of the nervous system. Assumptions of this kind are avowedly introduced alike by Thomson and by Spearman. • It is true that, when made explicit, the enthusiastic advocate of factorial statistics will often reject these non-statistical postulates as irrelevant to the procedure itself: Stephenson, for example, has more than once pro- tested against " attempts to drag physiology into the pic- ture." Other critics declare that {he very search for factors common to groups of traits or tests is equivalent to invoking the discredited doctrine of faculties common to various mental processes : while others again protest that the mere notion that the mind can be dissected by a quan- 11 have ventured to criticize the exclusive reliance placed by psychologists on the method of correlation in one or two earlier papers (cf, [93], p. 247, [121], p. 170 f.). " Some people have been misled into the belief that corre- lation is the key to all the secrets of nature. In reality, its utility as a statis- tical method is narrowly limited; furthermore, it is one of the most difficult of statistics to explain" (Snedecor, Statistical Metbods9 1937, p.