THEORY OF STATISTICS. AX to the sum S. The total value of S is accordingly ¢V, and the value of C— t—1 o=y/ So This is the greatest possible value of C' for a symmetrical ¢ x z-fold classification, and therefore, in such a table, for— - 7 “7 cannot exceed 0-707 : 316 : +366 . 0894 0913 1-926 D035 2943 t= 10 »y 0949 It is as well, therefore, to restrict the use of the “coefficient of contingency ” to 5 x 5-fold or finer classifications. At the same time the classification must not be made too fine, or else the value of the coefficient is largely affected by casual irregularities of no physical significance in the class-frequencies (cf. the remarks: in Chap. III. §§ 7-8). TasLE III. —Independence- Values of the Frequencies for Table IT. Eye-colour. Fair. | Brown. Black. | Red. Blue. | 2a or a SL TOM 1028 506 | 48°0 Grey or Green . ; . . - IR1303 | 1212 | 563 534 Brown . 2 v : I. 357 332 154 | 14+6 8. As the classification of Table II. is only 3 x 4-fold, it is rather crude for the purpose of calculating the coefficient, but will serve simply as an illustration of the form of the arithmetic. In Table ITI. are given the values of the independence frequencies, 2829 x 2811/6800=1169 and so on. The value of x2 is more readily calculated from equation (5) than from (3) :— 66