Package: rrscale 1.0

rrscale: Robust Re-Scaling to Better Recover Latent Effects in Data

Non-linear transformations of data to better discover latent effects. Applies a sequence of three transformations (1) a Gaussianizing transformation, (2) a Z-score transformation, and (3) an outlier removal transformation. A publication describing the method has the following citation: Gregory J. Hunt, Mark A. Dane, James E. Korkola, Laura M. Heiser & Johann A. Gagnon-Bartsch (2020) "Automatic Transformation and Integration to Improve Visualization and Discovery of Latent Effects in Imaging Data", Journal of Computational and Graphical Statistics, <doi:10.1080/10618600.2020.1741379>.

Authors:Gregory Hunt [aut, cre], Johann Gagnon-Bartsch [aut]

rrscale_1.0.tar.gz
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rrscale_1.0.tgz(r-4.4-any)rrscale_1.0.tgz(r-4.3-any)
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rrscale_1.0.tgz(r-4.4-emscripten)rrscale_1.0.tgz(r-4.3-emscripten)
rrscale.pdf |rrscale.html
rrscale/json (API)

# Install 'rrscale' in R:
install.packages('rrscale', repos = c('https://gjhunt.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.30 score 9 scripts 131 downloads 15 exports 3 dependencies

Last updated 4 years agofrom:fa68683194. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 09 2024
R-4.5-winNOTENov 09 2024
R-4.5-linuxNOTENov 09 2024
R-4.4-winNOTENov 09 2024
R-4.4-macNOTENov 09 2024
R-4.3-winNOTENov 09 2024
R-4.3-macNOTENov 09 2024

Exports:asinhbox_coxbox_cox_expbox_cox_negativebox_cox_plus1box_cox_plusminbox_cox_shiftcentergm_meanlist_transformationslog_box_coxpowerrrscalesvdcwinsor

Dependencies:abindDEoptimnloptr

Rescaling Data

Rendered fromrescaling_data.Rmdusingknitr::rmarkdownon Nov 09 2024.

Last update: 2020-05-26
Started: 2019-03-13

Ragged RR

Rendered fromragged.Rmdusingknitr::rmarkdownon Nov 09 2024.

Last update: 2020-05-26
Started: 2020-05-26