mbDenoise: microbiome data denoising using zero-inflated probabilistic principal components analysis
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The analysis of microbiome data has several technical challenges. In particular, count matrices contain a large proportion of zeros, some of which are biological, whereas others are technical. Furthermore, the measurements suffer from unequal sequencing depth,... ...