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
ddpca
View on CRAN: Click
here
Download and install ddpca package within the R console
Install from CRAN:
install.packages("ddpca")
Install from Github:
library("remotes")
install_github("cran/ddpca") Install by package version:
library("remotes")
install_version("ddpca", "1.1") Attach the package and use:
library("ddpca")
Maintained by
Fan Yang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-19
Latest Update: 2019-09-14
Description:
Efficient procedures for fitting the DD-PCA (Ke et al., 2019, ) by decomposing a large covariance matrix into a low-rank matrix plus a diagonally dominant matrix. The implementation of DD-PCA includes the convex approach using the Alternating Direction Method of Multipliers (ADMM) and the non-convex approach using the iterative projection algorithm. Applications of DD-PCA to large covariance matrix estimation and global multiple testing are also included in this package.
How to cite:
Fan Yang (2019). ddpca: Diagonally Dominant Principal Component Analysis. R package version 1.1, https://cran.r-project.org/web/packages/ddpca. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:31), 1.0 (2019-07-19 10:30)
Other packages that cited ddpca R package
View ddpca citation profile
Other R packages that ddpca depends,
imports, suggests or enhances
Complete documentation for ddpca
Functions, R codes and Examples using
the ddpca R package
Some associated functions: DDHC . DDPCA_convex . DDPCA_nonconvex . HCdetection . IHCDD . ProjDD . ProjSDD . ddpca-package .
Some associated R codes: DDHC.R . DDPCA_convex.R . DDPCA_nonconvex.R . HCdetection.R . IHCDD.R . ProjDD.R . ProjSDD.R . Full ddpca package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
stevedata
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
Download / Learn more Package Citations See dependency
Maintainer: Steve Miller (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
Rnmr1D
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Daniel Jacob (view profile)
tibble
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kirill Müller (view profile)
schoolmath
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jörg große Schlarmann (view profile)
bbdetection
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Valeriy Zakamulin (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
