Other packages > Find by keyword >

randPedPCA  

Fast PCA for Large Pedigrees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("randPedPCA", "1.1.3")



Attach the package and use:
library("randPedPCA")
Maintained by
Hannes Becher
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-24
Latest Update: 2025-07-22
Description:
Carry out principal component analysis (PCA) of very large pedigrees such as found in breeding populations! This package, 'randPedPCA', exploits sparse matrices and randomised linear algebra to deliver a gazillion-times speed-up compared to naive singular value decoposition (SVD) (and eigen decomposition).
How to cite:
Hannes Becher (2025). randPedPCA: Fast PCA for Large Pedigrees. R package version 1.1.3, https://cran.r-project.org/web/packages/randPedPCA. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 1.0.0 (2025-04-24 09:40), 1.0.1 (2025-04-24 13:50), 1.1.2 (2025-06-16 15:10)
Other packages that cited randPedPCA R package
View randPedPCA citation profile
Other R packages that randPedPCA depends, imports, suggests or enhances
Complete documentation for randPedPCA
Functions, R codes and Examples using the randPedPCA R package
Full randPedPCA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA