Last updated: 2024-12-12

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Knit directory: zinck-website/

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File Version Author Date Message
html ab6400d Patron 2024-06-18 Build and publish the website
Rmd a6c38f8 Patron 2024-06-18 Add home, experiment, and simulation pages
Rmd 6e66a4e Patron 2024-06-17 Initial commit of Workflowr project

zinck is a novel knockoff-based framework specifically designed for microbiome data analysis. Microbiome datasets are often high-dimensional, compositional, and zero-inflated, posing unique challenges for statistical analysis and interpretation. zinck addresses these challenges by employing a flexible generative model that effectively captures the zero-inflation and complex dependence structure characteristic of microbial communities. This approach allows for simultaneous variable selection and false discovery rate (FDR) control, making zinck particularly suited for taxonomic variable selection in microbiome studies.