Other packages > Find by keyword >

superpc  

Supervised Principal Components
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("superpc", "1.12")



Attach the package and use:
library("superpc")
Maintained by
Jean-Eudes Dazard
[Scholar Profile | Author Map]
First Published: 2004-09-16
Latest Update: 2020-10-19
Description:
Does prediction in the case of a censored survival outcome, or a regression outcome, using the "supervised principal component" approach. 'Superpc' is especially useful for high-dimensional data when the number of features p dominates the number of samples n (p >> n paradigm), as generated, for instance, by high-throughput technologies.
How to cite:
Jean-Eudes Dazard (2004). superpc: Supervised Principal Components. R package version 1.12, https://cran.r-project.org/web/packages/superpc. Accessed 04 Apr. 2025.
Previous versions and publish date:
1.00 (2004-09-16 00:10), 1.01 (2004-10-23 11:50), 1.02 (2005-04-02 09:44), 1.03 (2005-05-19 07:23), 1.05 (2007-04-19 19:15), 1.06 (2009-04-14 19:33), 1.07 (2010-01-06 12:22), 1.08 (2011-04-08 09:12), 1.09 (2012-02-27 08:36)
Other packages that cited superpc R package
View superpc citation profile
Other R packages that superpc depends, imports, suggests or enhances
Complete documentation for superpc
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for superpc120140160180200220240260280300320340TrendBars

Today's Hot Picks in Authors and Packages

GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
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  
PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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