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- W2080978648 abstract "Abstract. Collapsibility means that the same statistical result of interest can be obtained before and after marginalization over some variables. In this paper, we discuss three kinds of collapsibility for directed acyclic graphs (DAGs): estimate collapsibility, conditional independence collapsibility and model collapsibility. Related to collapsibility, we discuss removability of variables from a DAG. We present conditions for these three different kinds of collapsibility and relationships among them. We give algorithms to find a minimum variable set containing a variable subset of interest onto which a statistical result is collapsible." @default.
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- W2080978648 date "2009-04-27" @default.
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- W2080978648 title "Collapsibility for Directed Acyclic Graphs" @default.
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- W2080978648 doi "https://doi.org/10.1111/j.1467-9469.2008.00627.x" @default.
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