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Imports, audits, compares and visualises dielectric measurements of water under fuel contamination and ageing. Provides descriptive summaries, frequency-response comparisons, confidence intervals based on physical-unit means, and training and testing splits that keep observations from the same experimental unit together. Experimental-unit safeguards address pseudoreplication concerns discussed by Hurlbert (1984) <doi:10.2307/1942661>. Grouped splitting is consistent with the structured-data validation principles discussed by Roberts et al. (2017) <doi:10.1111/ecog.02881>. Student t confidence intervals use the standard mean-interval formula described in the NIST/SEMATECH e-Handbook of Statistical Methods <https://www.itl.nist.gov/div898/handbook/eda/section3/eda352.htm>. Experimental-unit identifiers are supplied by the user and are not inferred from material labels. This research prototype does not provide validated contaminant prediction or causal inference.
| Version: | 0.2.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | readxl, ggplot2, dplyr, tidyr, rlang, stats |
| Suggests: | testthat |
| Published: | 2026-11-06 |
| DOI: | 10.32614/CRAN.package.DielectricWaterR (may not be active yet) |
| Author: | Muhammad Zahir Khan [aut, cre], Luqman Abidoye [aut] |
| Maintainer: | Muhammad Zahir Khan <zahirstat007 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | DielectricWaterR results |
| Reference manual: | DielectricWaterR.html , DielectricWaterR.pdf |
| Package source: | DielectricWaterR_0.2.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: DielectricWaterR_0.2.0.zip |
| macOS binaries: | r-release (arm64): DielectricWaterR_0.2.0.tgz, r-oldrel (arm64): DielectricWaterR_0.2.0.tgz, r-release (x86_64): DielectricWaterR_0.2.0.tgz, r-oldrel (x86_64): DielectricWaterR_0.2.0.tgz |
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