Package clever details
Calculate Leverage of Component Models
Extends the definition of leverage from linear models to principal components analysis. The name is based on component leverage, or clever.
Maintainer: Amanda Mejia < mandy.mejia at gmail.com >
From within R, enter citation('clever')
Mejia AF, Nebel MB, Eloyan A, Caffo B, Lindquist MA (2017). "PCA
leverage: outlier detection for high-dimensional functional magnetic
resonance imaging data." _Biostatistics_, *18*(3), 521-536.
Afyouni S, Nichols TE (2018). "Insight and inference for DVARS."
_Neuroimage_, *172*, 291-312.
To see these entries in BibTeX format, use 'print(,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
If you have any problems with this package you can open a new issue or check the already existing ones here.
| Version | Released | Submitted | Unix | OSX | Win | Coverage |
|---|---|---|---|---|---|---|
| 2020/05 | 2020-10-23 10:52:13 | Pending N/A | Pending N/A | Pending N/A | 
| |
| 0.2.1 | 2020-10-16 20:04:04 | Pass N/A | Pass Pending | Fail Pending | 
| |
| 0.1.5 | 2020/05 | 2020-10-15 14:50:35 | Fail N/A | Fail N/A | Fail N/A |
|
| 0.2.0 | 2020-10-02 13:30:53 | Fail N/A | Fail Pending | Fail Pending |
| |
| 0.2.0.nc4355 | 2020-09-21 00:05:03 | N/A Pass | N/A Pass | N/A ??? | 
| |
| 0.2.0.nc4216 | 2020-06-01 00:18:02 | N/A Fail | N/A Fail | N/A ??? |
| |
| 0.1.5 | 2020/05 | 2020-03-26 21:57:47 | Pass Pass | Pass Fail | ??? ??? |
|
To install this package, start R and enter:
source("https://neuroconductor.org/neurocLite.R")
# Default Install
neuro_install('clever')
# from GitHub
neuro_install('clever', release = "stable", release_repo = "github")
neuro_install('clever', release = "current", release_repo = "github")
More detailed installation instructions can be found here.
| Initially submitted on | March 26 2020 9:57PM |
| Last updated on | October 16 2020 8:04PM |
| Package type | standard |
| Source GitHub | https://github.com/mandymejia/clever GitHub |
| Neuroconductor GitHub | https://github.com/neuroconductor/clever GitHub |
| Depends | R (2.10) |
| Imports | cowplot, expm, ggplot2, ggrepel, MASS, e1071, far, glmgen, robustbase, stats |
| Suggests | ciftiTools, knitr, rmarkdown, RNifti, ggpubr, neurobase, oro.nifti, gridExtra, testthat (2.1.0), covr |
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