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pcadapt  

Fast Principal Component Analysis for Outlier Detection
View on CRAN: Click here


Download and install pcadapt package within the R console
Install from CRAN:
install.packages("pcadapt")

Install from Github:
library("remotes")
install_github("cran/pcadapt")

Install by package version:
library("remotes")
install_version("pcadapt", "4.4.1")



Attach the package and use:
library("pcadapt")
Maintained by
Florian Privé
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-09-05
Latest Update: 2025-07-25
Description:
Methods to detect genetic markers involved in biological adaptation. 'pcadapt' provides statistical tools for outlier detection based on Principal Component Analysis. Implements the method described in (Luu, 2016) and later revised in (Priv
How to cite:
Florian Privé (2015). pcadapt: Fast Principal Component Analysis for Outlier Detection. R package version 4.4.1, https://cran.r-project.org/web/packages/pcadapt. Accessed 11 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:40), 1.0 (2015-09-05 15:38), 2.0.1 (2015-11-09 17:45), 2.0 (2015-11-04 17:33), 2.1.1 (2016-01-05 14:18), 2.1 (2015-12-18 22:40), 2.2 (2016-02-13 19:01), 3.0.1 (2016-06-14 11:58), 3.0.2 (2016-06-21 17:50), 3.0.3 (2016-11-03 18:57), 3.0.4 (2017-01-02 22:22), 3.0 (2016-04-15 23:28), 4.0.0 (2018-04-05 15:57), 4.0.1 (2018-04-13 22:40), 4.0.3 (2018-07-03 23:30), 4.1.0 (2019-02-27 14:20), 4.3.1 (2020-02-28 23:50), 4.3.3 (2020-05-05 12:10), 4.3.5 (2023-08-29 16:30), 4.4.0 (2024-09-24 15:10)
Other packages that cited pcadapt R package
View pcadapt citation profile
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Complete documentation for pcadapt
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