Self-controlled case series with multiple event types
Self-controlled case series with multiple event types
复制标题
具有多种事件类型的自控案例系列
DOI：
10.1016/j.csda.2016.10.010
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发表时间：
2017
影响因子：
1.8
通讯作者：
Ghebremichael-Weldeselassie Y
中科院分区：
文献类型：
--
作者：
Ghebremichael-Weldeselassie Y
自我控制的情况下，可以被归类为几种类型之一的事件系列方法进行了说明。当事件非重复发生时，不同类型对应于竞争风险。结果表明，在实际应用中可能出现的情况下，SCCS多类型的可能性减少到产品的类型特定的可能性。对于重复发生的事件，无论边缘类型特定计数是否依赖，这都适用。对于标准SCCS方法，非复发事件需要罕见疾病假设。几种形式的这种假设进行了研究模拟。这些方法适用于MMR疫苗和惊厥（发热和非发热）的数据，以及噻唑烷二酮类药物和骨折（不同部位）的数据。
Self-controlled case series methods for events that may be classified as one of several types are described. When the event is non-recurrent, the different types correspond to competing risks. It is shown that, under circumstances that are likely to arise in practical applications, the SCCS multi-type likelihood reduces to the product of the type-specific likelihoods. For recurrent events, this applies whether or not the marginal type-specific counts are dependent. As for the standard SCCS method, a rare disease assumption is required for non-recurrent events. Several forms of this assumption are investigated by simulation. The methods are applied to data on MMR vaccine and convulsions (febrile and non-febrile), and to data on thiazolidinediones and fractures (at different sites).
影响因子：
2.1
作者：
Farrington, C. Paddy;Whitaker, Heather J.;Hocine, Mounia N.
通讯作者：
Hocine, Mounia N.
影响因子：
10
作者：
Hubbard, R;Lewis, S;Britton, J
通讯作者：
Britton, J