R Shiny app interface for the Bioconductor package marr.
Hosted instances of
the application are available through ShinyApps.io and Binder.
The Maximum Rank Reproducibility (MaRR) method measures the reproducibility of
features per sample pair and
sample pairs per feature in high-dimensional biological replicate
experiments. The marr Shiny app provides an easy way to access the
functionality of the marr R package with no programming experience needed. The app has
four tabs: Introduction, Example, Analysis, and Further Information.
The Introduction tab provides information on the app and the MaRR method. The
Example tab provides a guide to using the app with example data from
the MSPrep
R package. Here you can play around with input options and outputs to discover
the functionality of marr. Just hover your mouse over any section of the Example tab and helpful information will be provided. The
Analysis tab allows you to apply the MaRR method to your own data by uploading CSV files, viewing
reproducibility diagnostics, and downloading data that has been filtered
according to reproducibility. Lastly, the Further Information tab provides
information on the marr package, the MaRR method, and other useful
information.