THE LOGICAL STATUS OF MENTAL FACTORS 137 ignorance in this respect alone would not deprive them of their usefulness : for we might be able to establish that, though the operations themselves are unknown, they never- theless form a ' group ? ; and thence an analysis on the lines of group theory would still be attainable. Three kindred points may be noted which seem to be overlooked by most critics. The critics insist, as we have seen, that " no one can safely assign a figure to a mental quality or a mental product." In reply it may be said : (i) the requisite process of addition may be defined without introducing the notion ofc figures' ; (2) most of the demonstrations on which factor-analysis is based hold good if the law of combination is not addition at all; (3) many of them hold good even when the elements of the matrix are not figures. However, so long as our efforts at mental measurement remain at an inchoate and tentative stage, it wj.ll be wiser to avoid referring the resulting estimates to remote and hypothetical entities, whose mode of interaction is beyond conjecture. Let us keep to the empirical figures and their weighted combinations. Book-keepers and accountants do not wait till the theorists have formally demonstrated that exchange values obey the postulates of addition, and that costs and prices are valid modes of measurement; nor, when the householder receives an invoice from his grocer, does he argue that the pleasures of cheese and chocolate are commensurable neither with each other nor yet with a magnum of champagne, and that consequently the addition exhibited on his bill contains * a fundamental flaw/ I am therefore far from supposing that factor-measure- ments by themselves can yield an adequate picture of the c living personality' that stands behind the measurable performances. For such a reconstruction a factor-measure- ment is about as helpful as the barring and metronome- figures are in indicating the changing rhythm of a symphony. A complete set of factor-measurements for a sample popula- tion, with no comments and no case-histories, would be as informative as the bare notes on an orchestral score with no marks of expression and no concert-goer's notes. To translate a musical experience into black dots on a number of parallel staves is indeed to c disrupt a living whole into little