Other packages > Find by keyword >

jvcoords  

Principal Component Analysis (PCA) and Whitening
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("jvcoords", "1.0.3")



Attach the package and use:
library("jvcoords")
Maintained by
Jochen Voss
[Scholar Profile | Author Map]
First Published: 2018-12-18
Latest Update: 2021-06-05
Description:
Provides functions to standardize and whiten data, and to perform Principal Component Analysis (PCA). The main advantage of this package over alternatives like prcomp() is, that jvcoords makes it easy to convert (additional) data between the original and the transformed coordinates. The package also provides a class coords, which can represent affine coordinate transformations. This class forms the basis of the transformations provided by the package, but can also be used independently. The implementation has been optimized to be of comparable speed (and sometimes even faster) than existing alternatives.
How to cite:
Jochen Voss (2018). jvcoords: Principal Component Analysis (PCA) and Whitening. R package version 1.0.3, https://cran.r-project.org/web/packages/jvcoords. Accessed 11 Apr. 2025.
Previous versions and publish date:
1.0.2 (2018-12-18 00:20)
Other packages that cited jvcoords R package
View jvcoords citation profile
Other R packages that jvcoords depends, imports, suggests or enhances
Complete documentation for jvcoords
Functions, R codes and Examples using the jvcoords R package
Some associated functions: PCA . coords . jvcoords-package . standardize . whiten . 
Some associated R codes: PCA.R . coords.R . standardize.R . whiten.R .  Full jvcoords package functions and examples
Downloads during the last 30 days
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for jvcoords02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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