Zero Inflation as a Missing Data Problem: a Proxy-based Approach

A common type of zero-inflated data has certain true values incorrectly replaced by zeros due to data recording conventions (rare outcomes assumed to be absent) or details of data recording equipment (e.g. artificial zeros in gene expression data). Existing methods for zero-inflated data either fit...

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Hauptverfasser:	Phung, Trung, Lee, Jaron J. R, Oladapo-Shittu, Opeyemi, Klein, Eili Y, Gurses, Ayse Pinar, Hannum, Susan M, Weems, Kimberly, Marsteller, Jill A, Cosgrove, Sara E, Keller, Sara C, Shpitser, Ilya
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Statistics - Methodology
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