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RStudio IDE
Take advantage of IDE features for a better R Markdown experience.
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Troubleshooting strategies
Common issues and suggestions for how to resolve them.
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Share and publish
Strategies for sharing your reports, dashboards, and other documents with others.
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Collaboration
Use R Markdown with version control to track changes and collaborate.
Learn
Once you know the basics about using R Markdown, you can learn more and go further. Find articles here to help you learn new strategies to solve specific problems using the R Markdown ecosystem. Articles are organized into these categories:
Capture text, code, and output in a reproducible single document.
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Generate outputs natively in R to share with others.
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Multi-file output
Apply bootstrap resampling to estimate uncertainty in model parameters.
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Single file output formats
Use tests of independence and goodness of fit to analyze tables of counts.
Scale data science tasks, automate reporting, and create robust pipelines.
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Automation with parameters
Reuse reports with new inputs.
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Email
Format and send beautiful emails.
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Using code from external files
Pull code flexibly from external files into a single report.
Don’t repeat yourself, generate input templates or output documents from code.
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Render from the command line
Build and fit a predictive model with more than one outcome.
Art by Desirée De Leon