> For the complete documentation index, see [llms.txt](https://laboratory-of-lipid-metabolism-a.gitbook.io/omics-data-visualization-in-r-and-python/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://laboratory-of-lipid-metabolism-a.gitbook.io/omics-data-visualization-in-r-and-python/missing-values-handling-in-r/data-imputation-by-different-available-r-libraries.md).

# Data imputation by different available R libraries

Here, we will show you three exemplary libraries and methods you can use for data imputation before your OMICs data analysis.