金标准(测试)
生物统计学
计算机科学
计量经济学
医学物理学
数据科学
管理科学
医学
流行病学
统计
数学
经济
内科学
作者
John P. Collins,Paul S. Albert
标识
DOI:10.1080/10543406.2016.1226334
摘要
There is a wide body of literature in biostatistics and epidemiology literature about estimating diagnostic accuracy, such as sensitivity and specificity of a binary test, without a gold standard. This methodology is very attractive since obtaining gold standard information is impossible, difficult, or very expensive in some situations. Although there are many proponents of these approaches, there have also been some serious criticisms. We review important methodological developments as well as discuss problems with the approaches. We propose alternative designs that may be less controversial and present ideas for future research. Lastly, we provide recommendations about how these methods should be used in practice.
科研通智能强力驱动
Strongly Powered by AbleSci AI