Provides validation, harmonization, descriptive analysis, compositional analysis, transparent risk components, grouped cross-validation, visualization, and predictive modelling tools for freshwater microplastic datasets. The package includes synthetic demonstration data conforming to the LIMPID-India data model and emphasizes explicit units, provenance, percentage closure, non-imputation of missing environmental covariates, and leakage-aware model evaluation.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | ggplot2 |
| Suggests: | knitr, rmarkdown, readxl, testthat (≥ 3.0.0) |
| Published: | 2026-09-30 |
| DOI: | 10.32614/CRAN.package.limpidR (may not be active yet) |
| Author: | Chanikya Naidu [aut, cre] |
| Maintainer: | Chanikya Naidu <thefisherieschanikyaneeti at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | limpidR citation info |
| Materials: | README, NEWS |
| CRAN checks: | limpidR results |
| Reference manual: | limpidR.html , limpidR.pdf |
| Vignettes: |
Getting started with limpidR (source, R code) Scientific design and reproducibility (source, R code) |
| Package source: | limpidR_0.1.0.tar.gz |
| Windows binaries: | r-devel: limpidR_0.1.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): limpidR_0.1.0.tgz, r-oldrel (x86_64): limpidR_0.1.0.tgz |
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