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Functions for computing: (1) the adaptive normal plug-in(PI) density estimate for data after the logarithmic transformation; (2) the adaptive log-normal PI density estimate for data after the power transformation with an exponent ranging from zero to one; (3) the single-bandwidth PI density estimate for data after the logarithmic transformation; (4) the single-bandwidth PI density estimate for data after the power transformation; (5) the data-driven bandwidth for the single-bandwidth PI estimator for data after the logarithmic transformation; (6) the rule-of-thumb bandwidth for the single-bandwidth PI estimator for data after the power transformation. For details, see the articles: (1) Savchuk, O. (2026) (submitted). Adaptive log-normal plug-in density estimator for power transformations. (2) Savchuk, O. (2026). Density estimation for log-transformed data. Computational Statistics, 41(98) <doi:10.1007/s00180-026-01766-y>. (3) Savchuk, O., Schick A. (2013). Density estimation for power transformations. Journal of Nonparametric Statistics, 25(3), 545-559 <doi:10.1080/10485252.2013.811788>.
| Version: | 1.0 |
| Published: | 2026-10-19 |
| DOI: | 10.32614/CRAN.package.DENSaftertransform |
| Author: | Olga Savchuk [aut, cre, cph] |
| Maintainer: | Olga Savchuk <olga.y.savchuk at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | DENSaftertransform results |
| Reference manual: | DENSaftertransform.html , DENSaftertransform.pdf |
| Package source: | DENSaftertransform_1.0.tar.gz |
| Windows binaries: | r-devel: DENSaftertransform_1.0.zip, r-release: DENSaftertransform_1.0.zip, r-oldrel: DENSaftertransform_1.0.zip |
| macOS binaries: | r-release (arm64): DENSaftertransform_1.0.tgz, r-oldrel (arm64): DENSaftertransform_1.0.tgz, r-release (x86_64): DENSaftertransform_1.0.tgz, r-oldrel (x86_64): DENSaftertransform_1.0.tgz |
| Old sources: | DENSaftertransform archive |
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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.