R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
accSDA
View on CRAN: Click
here
Download and install accSDA package within the R console
Install from CRAN:
install.packages("accSDA")
Install from Github:
library("remotes")
install_github("cran/accSDA")
Install by package version:
library("remotes")
install_version("accSDA", "1.1.3")
Attach the package and use:
library("accSDA")
Maintained by
Gudmundur Einarsson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.accSDA . https://github.com/gumeo/accSDA/issues . https://github.com/gumeo/accSDA/wiki . accSDA citation info . accSDA results . accSDA.pdf . accSDA_1.1.3.tar.gz . accSDA_1.1.3.zip . accSDA_1.1.3.zip . accSDA_1.1.3.zip . accSDA_1.1.3.tgz . accSDA_1.1.3.tgz . accSDA_1.1.3.tgz . accSDA_1.1.3.tgz . accSDA archive . https://CRAN.R-project.org/package=accSDA .
First Published: 2017-08-24
Latest Update: 2024-03-06
Description:
Implementation of sparse linear discriminant analysis, which is a supervised
classification method for multiple classes. Various novel optimization approaches to
this problem are implemented including alternating direction method of multipliers ('ADMM'),
proximal gradient (PG) and accelerated proximal gradient ('APG') (See Atkins 'et al'. ).
Functions for performing cross validation are also supplied along with basic prediction
and plotting functions.
Sparse zero variance discriminant analysis ('SZVD') is also included in the package
(See Ames and Hong, ). See the 'github' wiki for a more extended description.
How to cite:
Gudmundur Einarsson (2017). accSDA: Accelerated Sparse Discriminant Analysis. R package version 1.1.3, https://cran.r-project.org/web/packages/accSDA. Accessed 08 May. 2025.
Previous versions and publish date:
Other packages that cited accSDA R package
View accSDA citation profile
Other R packages that accSDA depends,
imports, suggests or enhances
Complete documentation for accSDA
Functions, R codes and Examples using
the accSDA R package
Some associated functions: ADMM_EN2 . ADMM_EN_SMW . APG_EN2 . APG_EN2bt . APG_EN2rr . ASDA . ASDABarPlot . SDAAP . SDAD . SDAP . SZVD . SZVD_ADMM . SZVD_kFold_cv . SZVDcv . ZVD . accSDA . genDat . normalize . normalizetest . nullSp . ordASDA . predict.ASDA . predict.ordASDA . print.ASDA . prox_EN . prox_ENbt . test_ZVD . vec_shrink .
Some associated R codes: ADMM_EN2.R . ADMM_EN_SMW.R . APG_EN2.R . APG_EN2bt.R . APG_EN2rr.R . ASDA.R . SDAAP.R . SDAAPcv.R . SDAD.R . SDADcv.R . SDAP.R . SDAPcv.R . SZVD.R . SZVD_ADMM.R . SZVD_kFold_cv.R . SZVDcv.R . ZVD.R . accSDA.R . normalize.R . normalizetest.R . nullSp.R . ordinalFunctions.R . plottingFunctions.R . prox_EN.R . prox_ENbt.R . test_ZVD.R . Full accSDA package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gms
A collection of tools to create, use and maintain modularized model code written in the modeling
la ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Philipp Dietrich (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
trajr
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jim McLean (view profile)
MXM
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Konstantina Biza (view profile)
MultiATSM
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rubens Moura (view profile)
gaussDiff
A collection difference measures for multivariate Gaussian
probability density functions, such as t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Henning Rust (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
