8o THE FACTORS OF THE MIND better fitted for permanent reference, which usually means reference to a standard system of orthogonal axes, at once independent of each other and of the accidental circum- stances of the observations. Although the introduction of the idea of resolving observed tendencies into independent components seems to have struck the psychological worker as something wholly novel—so novel in fact that he often supposes the whole procedure to be an invention peculiar to psychology, and to a special school of psychology at that—nevertheless there is scarcely a branch of science, pure or applied, into which such transformations do not constantly enter. I have already cited one instance from geography. Let us glance at another, almost equally familiar and far more instructive. The theoretical psychologist who dismisses the introduction of mathematics as far-fetched, and the applied psychologist who regards arithmetical computations as an unpractical hobby of the faddist, will do well to consider how similar mathematical and arithmetical devices have become part of the everyday tasks, not only of scientific investigators, but of practical workers in numerous other fields. A navigating officer on the high seas will measure the * altitude' and the * bearing ' of a particular star, i.e. its apparent height above his horizon and its apparent distance east or west of Ids meridian. If another observer measured the apparent position of the same star simultaneously from another spot, he would obtain a different set of measurements ; yet, if compared, the two sets of measure- ments would evidently be related to each other in a way which would not have arisen had each observer measured a different star. The navigating officer therefore performs a routine calculation, and converts his measurements into standard terms, namely, the dis- tance of the star above or below the celestial equator (or equinoctial) and the distance east or west of the vernal equinox (first point of Aries), thus finding its celestial latitude and longitude-, or, as he would call it, its ' declination ? and * right ascension ?; these will be the same at all times and places, and will have the further advantage ' that, for different stars, the specifications will now be quite inde- pendent of each other. A navigator of the Spearman school* more interested in theory than in practice, might perhaps prefer to express his results in terms