David Benkeser,Michal Juraska,Peter B Gilbert
David Benkeser
Preventive vaccines are an effective public health intervention for reducing the burden of infectious diseases, but have yet to be developed for several major infectious diseases. Vaccine sieve analysis studies whether and how the efficacy ...
Ilya Shpitser
Ilya Shpitser
Targets of inference that establish causality are phrased in terms of counterfactual responses to interventions. These potential outcomes operationalize cause effect relationships by means of comparisons of cases and controls in hypothetica...
Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering [0.03%]
基于模型的聚类中关于变量选择的模型选择和正则化方法比较研究
Gilles Celeux,Marie-Laure Martin-Magniette,Cathy Maugis-Rabusseau et al.
Gilles Celeux et al.
We compare two major approaches to variable selection in clustering: model selection and regularization. Based on previous results, we select the method of Maugis et al. (2009b), which modified the method of Raftery and Dean (2006), as a cu...