Zwinderman Aeilko H, Bossuyt Patrick M
Department of Clinical Epidemiology and Biostatistics, P.O. Box 22700, 1100 DD Amsterdam, The Netherlands.
Stat Med. 2008 Feb 28;27(5):687-97. doi: 10.1002/sim.2992.
Some authors plead for the explicit use of diagnostic likelihood ratios to describe the accuracy of diagnostic tests. Likelihood ratios are also preferentially used by some journals, and, naturally, are also used in meta-analysis. Although likelihood ratios vary between zero and infinity, meta-analysis is complicated by the fact that not every combination in Re(+) is appropriate. The usual bivariate meta-analysis with a bivariate normal distribution can sometimes lead to positive probability mass at values that are not possible. We considered, therefore, three different statistical models that do not suffer from this drawback. All three approaches are so complicated that we advise to consider meta-analysis of sensitivity and specificity values instead of likelihood ratios.
一些作者主张明确使用诊断似然比来描述诊断试验的准确性。一些期刊也优先使用似然比,自然而然地,似然比也用于荟萃分析。尽管似然比在零到无穷大之间变化,但由于并非Re(+)中的每个组合都合适这一事实,荟萃分析变得复杂。具有双变量正态分布的常规双变量荟萃分析有时会在不可能的值处产生正概率质量。因此,我们考虑了三种不存在此缺点的不同统计模型。所有这三种方法都非常复杂,因此我们建议考虑对敏感度和特异度值进行荟萃分析,而不是似然比。