Student and small-sample theory

被引:22
作者
Lehmann, EL [1 ]
机构
[1] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
关键词
history of statistics; exact" distribution theory; assumption of normality; robustness; hypothesis testing; Neyman-Pearson theory;
D O I
10.1214/ss/1009212520
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The paper discusses the contributions Student (W. S. Gosset) made to the three stages in which small-sample methodology was established in the period 1908-1933: (i) the distributions of the test-statistics under the assumption of normality, (ii) the robustness of these distributions against nonnormality, (iii) the optimal choice of test statistics. The conclusions are based on a careful reading of the correspondence of Gosset with Fisher and E. S. Pearson.
引用
收藏
页码:418 / 426
页数:9
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