Other packages > Find by keyword >

nsdr  

Nonlinear Sufficient Dimension Reduction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nsdr", "0.1.1")



Attach the package and use:
library("nsdr")
Maintained by
Kyongwon Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-11
Latest Update:
Description:
Provides tools to implement both unsupervised and supervised nonlinear dimension reduction methods. Principal Component Analysis PCA Sliced Inverse Regression SIR and Sliced Average Variance Estimation SAVE are useful methods to reduce the dimensionality of covariates. However they produce linear combinations of covariates. Kernel PCA generalized SIR and generalized SAVE address this problem by extending the applicability of the dimension reduction problem to nonlinear settings. This package includes a comprehensive algorithm for kernel PCA generalized SIR and generalized SAVE including methods for choosing tuning parameters and some essential functions.
How to cite:
Kyongwon Kim (2021). nsdr: Nonlinear Sufficient Dimension Reduction. R package version 0.1.1, https://cran.r-project.org/web/packages/nsdr. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:25), 0.1.0 (2021-05-11 11:30), 0.1.1 (2021-06-03 08:10)
Other packages that cited nsdr R package
View nsdr citation profile
Other R packages that nsdr depends, imports, suggests or enhances
Functions, R codes and Examples using the nsdr R package
Full nsdr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
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  
cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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