A framework for understanding selection bias in real-world healthcare data [0.03%]
解释现实世界医疗数据中选择偏差的理论框架
Ritoban Kundu,Xu Shi,Jean Morrison et al.
Ritoban Kundu et al.
Using administrative patient-care data such as Electronic Health Records (EHR) and medical/pharmaceutical claims for population-based scientific research has become increasingly common. With vast sample sizes leading to very small standard ...
Duncan A Clark,Mark S Handcock
Duncan A Clark
Claiming causal inferences in network settings necessitates careful consideration of the often complex dependency between outcomes for actors. Of particular importance are treatment spillover or outcome interference effects. We consider cau...
Predicting epidemics and the impact of interventions in heterogeneous settings: standard SEIR models are too pessimistic [0.03%]
预测传染病流行及人类干预措施的影响：标准的SEIR模型过于悲观了
Luc E Coffeng,Sake J de Vlas
Luc E Coffeng
A dynamic social relations model for clustered longitudinal dyadic data with continuous or ordinal responses [0.03%]
适用于聚类纵向二元数据的动态社会关系模型（连续或序次响应）
Rebecca Pillinger,Fiona Steele,George Leckie et al.
Rebecca Pillinger et al.
Social relations models allow the identification of cluster, actor, partner, and relationship effects when analysing clustered dyadic data on interactions between individuals or other units of analysis. We propose an extension of this model...
Incorporating testing volume into estimation of effective reproduction number dynamics [0.03%]
将检测量纳入有效再生数动态估计中考虑
Isaac H Goldstein,Jon Wakefield,Volodymyr M Minin
Isaac H Goldstein
Branching process inspired models are widely used to estimate the effective reproduction number-a useful summary statistic describing an infectious disease outbreak-using counts of new cases. Case data is a real-time indicator of changes in...
Identifying dietary consumption patterns from survey data: a Bayesian nonparametric latent class model [0.03%]
基于调查数据识别饮食消费模式的贝叶斯非参数潜在类别模型
Briana J K Stephenson,Stephanie M Wu,Francesca Dominici
Briana J K Stephenson
Dietary assessments provide the snapshots of population-based dietary habits. Questions remain about how generalisable those snapshots are in national survey data, where certain subgroups are sampled disproportionately. We propose a Bayesia...
Session 3 of the RSS Special Topic Meeting on Covid-19 Transmission: Replies to the discussion [0.03%]
RSS新冠传播专题会议第三场：对讨论的回应
Maria Bekker-Nielsen Dunbar,Felix Hofmann,Leonhard Held
Maria Bekker-Nielsen Dunbar