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面向多元计数数据的树状Pólya分割分布:理论拓展与生态学应用
本文推荐研究人员针对多元计数数据中复杂依赖结构建模的难题,开展了Tree Pólya Splitting分布体系的构建研究。通过结合单变量分布与沿分区树的奇异多元分布,该研究统一了Dirichlet-multinomial、广义Dirichlet-multinomial及Dirichlet-tree multinomial等模型,并系统推导了其 ...
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