子总体的同质性与辛普森悖论

Homogeneity of Subpopulations and Simpson's Paradox

Journal of the American Statistical Association · 1991
被引 13
ABS 4

中文导读

研究了合并子总体数据时可能出现的三种悖论,提出同质性定义作为避免尤尔逆转悖论的充分条件,并探讨其与林德利和诺维克必要条件的联系。

Abstract

Abstract Pooling of information from subpopulations achieves data compactification, but some characteristics of the data are lost in the process. The greatest danger in amalgamating contingency tables is the possibility of a resulting paradox. Many such have been noted since 1903, when Yule first noticed this phenomenon. We note three types of paradoxes. The definition of homogeneity proposed here is a sufficient condition to avoid Yule's Reversal Paradox. We look at interpretations of this definition and some examples. We also explore the connection of this definition with Lindley and Novick's necessary condition for the paradox.

统计学计量经济学经济学数学