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pesel  

Automatic Estimation of Number of Principal Components in PCA
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pesel", "0.7.5")



Attach the package and use:
library("pesel")
Maintained by
Piotr Sobczyk
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-21
Latest Update: 2023-10-17
Description:
Automatic estimation of number of principal components in PCA with PEnalized SEmi-integrated Likelihood (PESEL). See Piotr Sobczyk, Malgorzata Bogdan, Julie Josse "Bayesian dimensionality reduction with PCA using penalized semi-integrated likelihood" (2017) .
How to cite:
Piotr Sobczyk (2019). pesel: Automatic Estimation of Number of Principal Components in PCA. R package version 0.7.5, https://cran.r-project.org/web/packages/pesel. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.7.2 (2019-06-21 16:40), 0.7.3 (2020-03-04 20:30)
Other packages that cited pesel R package
View pesel citation profile
Other R packages that pesel depends, imports, suggests or enhances
Complete documentation for pesel
Functions, R codes and Examples using the pesel R package
Some associated functions: pesel-package . pesel . pesel_heterogeneous . pesel_homogeneous . plot.pesel.result . print.pesel.result . 
Some associated R codes: auxilliary.R . pesel.R . pesel_package.R .  Full pesel package functions and examples
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