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VOL. 88, No. 2282 the rank method, when applied to the academic ease here considered, fails to satisfy the following postulate, which may be regarded by many people as a funda- mental principle: Postulate of relevancy. The relative position of any two teams-or the relative position of any three teams among themselves-ought to be determinable on the basis of the actual examination-grades obtained by the members of these teams alone. In other words, in determining the relative standing of any teams among themselves, it ought not to be neecssary to take into account the performance of any contestants who do not belong to these teams. To show that the rank method fails to satisfy this postulate, we construct the six following examples, each of which is a hypothetical, but entirely possible, case. There are four teams of three men each: "team A" has members A1, A2, A3; "team B" has members B1, B2, B3; and similarly for "team C" and "team D." The actual scores obtained by each of the twelve con- TABLE II Case VII C1 99 1 Ct Ai 98 2 Ai B1 Bi 94 3 A2 93 4 B2 D1 C2 B3 D2 Cs A3 D3 a89 188 87 85 a84 81 80 78 B 16 A 17 A2 Di B2 D2 C2 B3 C3 A3 D3 5 6 7 8 9 10 11 12 Case VIII 99 97 L95 1 92 91 90 88 87 86 81 I79 C 78 : A 17 B 18 1 2 3 4 5 6 7 8 9 10 111 12 testants, in each of the six eases I, II, III, IV, V, VI, and shown in the table; and the question is, how shall we determine the relative merits of teams A, B, C, in each of the six cases ? If we accept the postulate above, the relative stand- ing of the teams A, B, C, whatever it may be, must obviously be the same in all six cases, since the actual grades obtained by the members of these teams do not vary from case to case. On the other hand, if we adopt the method of ranks, we see from the table that each of the six possible orders ABC, ACB, BAC, BCA, CAB, CBA, is represented by one of the six cases. The actual scores recorded in the six eases differ only in the scores obtained by two men, D1 and D2; and yet the variation in these two supposedly irrelevant items is enough to upset completely the order of merit among the three teams A, B, C. No such ambiguity arises if the sum-of-the-grades method is employed. This method gives A 268, B 267, C 266, thus determining the order ABC. As an even more striking illustration of the para- doxes which may result from the rank method, we con- struct two further examples, VII and VIII, as shown in the second table. Here there are four teams A, B, C, D, and the question raised concerns the order of the two teams A and B. In passing from case VII to case VIII every member of team B has improved his grade, while every member of team A has lowered his grade. Yet if the method of ranks is adopted, B starts out higher than A in case VII and then falls below A in case VIII. The change which has brought about this reversal of order is due entirely to changes in the grades of two men, D1 and D2, who do not belong to either of the teams A or B. This paradoxical situation would not occur if the sum-of-the-grades method were used. According to this method we would have A 271 and B 268 in case VII, and B 271 and A 268 in case VIII, so that the change in the final order of merit in passing froin case VII to case VIII would reflect in a natural mani- ner the improvement in B's grade and the deterioration in A's grade. These examples may suffice to show that if the pos- tulate of relevancy is accepted, some method other than the method of ranks must be adopted. E. V. HUNTINGTON HARVARD UNIVERSITY BOOKS RECEIVED BECK, REGENA C. Laboratory Manual of Hematologic Technic, Including Interpretations. Pp. 389. 79 fig- ures. Saunders. $4.00. BENSLEY, R. R. and S. H. BENSLEY. Handbook of Hiis- tological and Cytological Technique. Pp. viii + 167. University of Chicago Press. $2.00. CROWTHER, J. G. About Petroleum. Pp. viii + 181. 11- lustrated. Oxford University Press. $2.25. GOLDBLATT, L. A., Editor. Readings in Elementary Or- ganic Chemistry. Pp. 150. Illustrated. Appleton- Century. $1.25. HARROW, BENJAMIN. Biochemistry for Medical, Dental and College Students. Pp. 383. 52 figures. Sauni-d ers. $3.75. HOGBEN, LANCELOT. Science for the Citizen; J Self- Educator Based on the Social Background of Scientific Discovery. Pp. xiii + 1082 + xix. 480 figures. Knopf. $5.00. National Research Council of Japan. Japanese Journal of Botany; Translations and Abstracts, Vol. IX, No. 2. Pp. vii + 121-267 + 98. Japanese Journal of Geology and Geography; Translations and Abstracts, Vol. XV, Nos. 1 and 2. Pp. iv + 129 + 37. Both illustrated. The Council, Tokyo. SKINNER, B. F. The Behavior of Organisms; An Experi-t mental Analysis. Pp. ix+457. 148 figures. Apple- ton-Century. $5.00. TINKER, MILES A. and KENNETH H. BAKER. Introduc- tion to Methods in Experimental Psychology. PP. Vi 222. 26 figures. Appleton-Century. $2.75. YATES, RAYMOND F. Making and Operating Model Rail- roads. Pp. xxii + 315. Illustrated. Appleton-Cen- tury. $3.00. 288 SCIENCE

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VOL. 88, No. 2282

the rank method, when applied to the academic easehere considered, fails to satisfy the following postulate,which may be regarded by many people as a funda-mental principle:

Postulate of relevancy. The relative position of anytwo teams-or the relative position of any three teamsamong themselves-ought to be determinable on thebasis of the actual examination-grades obtained bythe members of these teams alone. In other words, indetermining the relative standing of any teams amongthemselves, it ought not to be neecssary to take intoaccount the performance of any contestants who donot belong to these teams.To show that the rank method fails to satisfy this

postulate, we construct the six following examples,each of which is a hypothetical, but entirely possible,case. There are four teams of three men each: "teamA" has members A1, A2, A3; "team B" has membersB1, B2, B3; and similarly for "team C" and "team D."The actual scores obtained by each of the twelve con-

TABLE II

CaseVII

C1 99 1 CtAi 98 2

AiB1

Bi 94 3A2 93 4

B2D1C2

B3D2CsA3

D3

a89188

87

85a84

8180

78

B 16A 17

A2DiB2

D2C2B3

C3

A3D3

56789

1011

12

CaseVIII

99

97L95

1 929190

888786

81

I79C 78 :

A 17B 18

1

23

456

789

10

11112

testants, in each of the six eases I, II, III, IV, V, VI,and shown in the table; and the question is, how shallwe determine the relative merits of teams A, B, C, ineach of the six cases ?

If we accept the postulate above, the relative stand-ing of the teams A, B, C, whatever it may be, mustobviously be the same in all six cases, since the actualgrades obtained by the members of these teams do notvary from case to case. On the other hand, if weadopt the method of ranks, we see from the table thateach of the six possible orders ABC, ACB, BAC, BCA,CAB, CBA, is represented by one of the six cases.The actual scores recorded in the six eases differ onlyin the scores obtained by two men, D1 and D2; and yetthe variation in these two supposedly irrelevant itemsis enough to upset completely the order of merit amongthe three teams A, B, C.No such ambiguity arises if the sum-of-the-grades

method is employed. This method gives A 268, B 267,C 266, thus determining the order ABC.As an even more striking illustration of the para-

doxes which may result from the rank method, we con-struct two further examples, VII and VIII, as shownin the second table. Here there are four teams A, B,C, D, and the question raised concerns the order ofthe two teams A and B. In passing from case VII tocase VIII every member of team B has improved hisgrade, while every member of team A has lowered hisgrade. Yet if the method of ranks is adopted, B startsout higher than A in case VII and then falls below Ain case VIII. The change which has brought about thisreversal of order is due entirely to changes in thegrades of two men, D1 and D2, who do not belong toeither of the teams A or B.

This paradoxical situation would not occur if thesum-of-the-grades method were used. According tothis method we would have A 271 and B 268 in caseVII, and B 271 and A 268 in case VIII, so that thechange in the final order of merit in passing froincase VII to case VIII would reflect in a natural mani-ner the improvement in B's grade and the deteriorationin A's grade.

These examples may suffice to show that if the pos-tulate of relevancy is accepted, some method other thanthe method of ranks must be adopted.

E. V. HUNTINGTONHARVARD UNIVERSITY

BOOKS RECEIVEDBECK, REGENA C. Laboratory Manual of Hematologic

Technic, Including Interpretations. Pp. 389. 79 fig-ures. Saunders. $4.00.

BENSLEY, R. R. and S. H. BENSLEY. Handbook of Hiis-tological and Cytological Technique. Pp. viii + 167.University of Chicago Press. $2.00.

CROWTHER, J. G. About Petroleum. Pp. viii + 181. 11-lustrated. Oxford University Press. $2.25.

GOLDBLATT, L. A., Editor. Readings in Elementary Or-ganic Chemistry. Pp. 150. Illustrated. Appleton-Century. $1.25.

HARROW, BENJAMIN. Biochemistry for Medical, Dentaland College Students. Pp. 383. 52 figures. Sauni-ders. $3.75.

HOGBEN, LANCELOT. Science for the Citizen; J Self-Educator Based on the Social Background of ScientificDiscovery. Pp. xiii + 1082 + xix. 480 figures. Knopf.$5.00.

National Research Council of Japan. Japanese Journalof Botany; Translations and Abstracts, Vol. IX, No. 2.Pp. vii + 121-267 + 98. Japanese Journal of Geologyand Geography; Translations and Abstracts, Vol. XV,Nos. 1 and 2. Pp. iv + 129 + 37. Both illustrated.The Council, Tokyo.

SKINNER, B. F. The Behavior of Organisms; An Experi-tmental Analysis. Pp. ix+457. 148 figures. Apple-ton-Century. $5.00.

TINKER, MILES A. and KENNETH H. BAKER. Introduc-tion to Methods in Experimental Psychology. PP. Vi222. 26 figures. Appleton-Century. $2.75.

YATES, RAYMOND F. Making and Operating Model Rail-roads. Pp. xxii + 315. Illustrated. Appleton-Cen-tury. $3.00.

288 SCIENCE

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