Desiderata for a predictive theory of statistics

[摘要] In many contexts the predictive validation of models or their associated prediction strategies is of greater importance than model identification which may be practically impossible. This is particularly so in fields involving complex or high dimensional

[学科分类] 统计和概率

[关键词] validation;online prediction;Prequentialism;bias variance analysis;overall sensitivity;model reselection