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Tests whether a high or low level of a condition is enough to guarantee a high or low level of an outcome. Such a claim predicts that one corner of the condition-outcome scatter plot is empty of observations. The package estimates the boundary of that empty corner, its size as a share of the scope (the effect size), a permutation test against random pairing, and a threshold table giving the condition level that guarantees each outcome level, in actual units, percentages, percentiles or standard deviations. Each of the four directions (high or low condition, high or low outcome) is stated as a claim and mapped to its empty corner. Because a condition can rule out low outcomes while barely moving the average, results can be set beside ordinary least-squares and median regression slopes, showing whether the data hold an average effect, a sufficiency effect or both. Also provides plots, influential-case diagnostics, scope-sensitivity and resampling checks, random-data generation and power analysis for planning studies. Frontiers are estimated with the 'NCA' package.
| Version: | 0.5.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | ggplot2 (≥ 3.4.0), NCA (≥ 5.0.2), quantreg, stats, utils |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-10-19 |
| DOI: | 10.32614/CRAN.package.SCAtools |
| Author: | Young Chan [aut, cre] |
| Maintainer: | Young Chan <youngchanresearcher at gmail.com> |
| BugReports: | https://github.com/youngchanresearcher/SCAtools/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/youngchanresearcher/SCAtools |
| NeedsCompilation: | no |
| Citation: | SCAtools citation info |
| Materials: | README, NEWS |
| CRAN checks: | SCAtools results |
| Reference manual: | SCAtools.html , SCAtools.pdf |
| Package source: | SCAtools_0.5.2.tar.gz |
| Windows binaries: | r-devel: SCAtools_0.5.1.zip, r-release: SCAtools_0.5.2.zip, r-oldrel: SCAtools_0.5.2.zip |
| macOS binaries: | r-release (arm64): SCAtools_0.5.2.tgz, r-oldrel (arm64): SCAtools_0.5.2.tgz, r-release (x86_64): SCAtools_0.5.2.tgz, r-oldrel (x86_64): SCAtools_0.5.2.tgz |
| Old sources: | SCAtools archive |
| Reverse imports: | NSCA |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.