Compositional mediation analysis for microbiome studies

DOI10.1214/18-AOAS1210zbMath1417.62329WikidataQ128114928 ScholiaQ128114928MaRDI QIDQ2415486

Yanyan Li

Publication date: 22 May 2019

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.aoas/1554861664

zbMATH Keywords

simplex space16S sequencingcausal mediation effectcompositional algebra

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (5)

Compositional knockoff filter for high‐dimensional regression analysis of microbiome data ⋮ Assessing mediating effects of high‐dimensional microbiome measurements in dietary intervention studies ⋮ Mediation analysis method review of high throughput data ⋮ A review of compositional data analysis and recent advances ⋮ Analysing pairwise logratios revisited

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