LATENT ROOTS AND VECTORS (/;) Reconstruction, 493 x ^ h ~...*1 o v'H I 2 ft v 14 V* I p* O 2 I Pi _ 7»+ \xf> x x /a v« 0 ^/^ M* ?i * abilities*1 (Note the somewhat questionable assumption, clearly brought out by the table, that for the same test each testee employs precisely the same abilities in precisely the same proportions,) The unit hierarchies have a number of peculiar properties, which render this mode of analysis particularly convenient for mathe- matical manipulation and which the reader can easily verify in the present instance ; they are * idempotent/ i.e. JEf = E$; they are mutually orthogonal, Le* Mi J£j « o ,* their sum is equal to the unit matrix* ie» JS^ •+• . * , + J£» =« I; and the f trace' of each (sum of diagonal elements)« I, (Of. [115], 'The Unit Hierarchy and Its Properties*')