A Permutation Based Test for Biomarker Discovery in Microbiome Data


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Documentation for package ‘permubiome’ version 1.3.2

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get.data Parsing the data file.
normalize Normalize the microbiome dataset prior to perform the permutation test.
optimize Optimization for detection of features with larger variation between classes
permutation Permutation-based non-parametric analysis to infer differential abundance of features between groups.
plots Plotting the features with differential abundance.
size.effect Executing estimation statistics based on bootstrap-coupled approach