Powerful and robust non-parametric association testing for microbiome data via a zero-inflated quantile approach (ZINQ).

We present ZINQ, a quantile-based association test between microbiota and dichotomous or quantitative clinical variables, providing a powerful and robust alternative for the current microbiome differential abundance analysis. Video Abstract.