Articles
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What growthcleanr does and how to run it. Start here.
Running growthcleanr
Copy-and-paste scripts for common cleaning tasks, and how to handle large datasets.
Configuration & output
Interpreting and customizing results — no programming required.
Technical reference
How growthcleanr works inside, for understanding or modifying it. The algorithm vignettes assume no special programming background; the pipeline and testing vignettes assume no growth-domain background. Use whichever matches what you’re changing.
- Technical reference: child algorithm
- Carried-forward value rescue
- Technical reference: adult algorithm
- Technical reference: algorithm functions
- Deriving the recentering reference medians
- Technical reference: the cleangrowth() pipeline
- Configuration: arguments and thresholds
- Utility functions
- Technical reference: testing
- Use of AI assistance in growthcleanr development