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统计学综述8:定性数据——关联性检验

Statistics review 8: Qualitative data - tests of association.

作者信息

Bewick Viv, Cheek Liz, Ball Jonathan

机构信息

Senior Lecturer, School of Computing, Mathematical and Information Sciences, University of Brighton, Brighton, UK.

出版信息

Crit Care. 2004 Feb;8(1):46-53. doi: 10.1186/cc2428. Epub 2003 Dec 30.

DOI:10.1186/cc2428
PMID:14975045
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC420070/
Abstract

This review introduces methods for investigating relationships between two qualitative (categorical) variables. The chi2 test of association is described, together with the modifications needed for small samples. The test for trend, in which at least one of the variables is ordinal, is also outlined. Risk measurement is discussed. The calculation of confidence intervals for proportions and differences between proportions are described. Situations in which samples are matched are considered.

摘要

本综述介绍了研究两个定性(分类)变量之间关系的方法。描述了关联性的卡方检验以及小样本所需的修正。还概述了趋势检验,其中至少有一个变量是有序的。讨论了风险测量。描述了比例的置信区间以及比例差异的计算。考虑了样本匹配的情况。

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本文引用的文献

1
Statistics review 7: Correlation and regression.统计学复习7:相关性与回归
Crit Care. 2003 Dec;7(6):451-9. doi: 10.1186/cc2401. Epub 2003 Nov 5.
2
Statistics review 6: Nonparametric methods.统计学综述6:非参数方法。
Crit Care. 2002 Dec;6(6):509-13. doi: 10.1186/cc1820. Epub 2002 Sep 13.
3
Statistics review 5: Comparison of means.统计学复习5:均值比较
Crit Care. 2002 Oct;6(5):424-8. doi: 10.1186/cc1548. Epub 2002 Jul 12.
4
Statistics review 3: hypothesis testing and P values.统计学复习3:假设检验与P值
Crit Care. 2002 Jun;6(3):222-5. doi: 10.1186/cc1493. Epub 2002 Mar 18.
5
Statistics review 2: samples and populations.统计学复习2:样本与总体
Crit Care. 2002 Apr;6(2):143-8. doi: 10.1186/cc1473. Epub 2002 Feb 7.
6
Early goal-directed therapy in the treatment of severe sepsis and septic shock.早期目标导向治疗在严重脓毒症和脓毒性休克治疗中的应用
N Engl J Med. 2001 Nov 8;345(19):1368-77. doi: 10.1056/NEJMoa010307.