3 citations · 5 across the 3 of their papers we have counts for
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stat.ME2025
Causal Mediation Analysis for Zero-inflated Mixture Mediators
Meilin Jiang, Seonjoo Lee, A. James O'Malley +2
Causal mediation analysis is an important statistical tool to quantify effects transmitted by intermediate variables from a cause to an outcome. There is a gap in mediation analysi…
stat.ME2019★ 1 cited
MarZIC: A Marginal mediation model for Zero-Inflated Compositional mediators with applications to microbiome data
Quran Wu, A. James O'Malley, Janaka S. S. Liyanage +9
The human microbiome can contribute to pathogeneses of many complex diseases by mediating disease-leading causal pathways. However, standard mediation analysis methods are not adeq…