Other packages > Find by keyword >

SOPC  

The Sparse Online Principal Component Estimation Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SOPC", "0.1.0")



Attach the package and use:
library("SOPC")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
First Published: 2021-09-17
Latest Update: 2023-05-07
Description:
The sparse online principal component can not only process the online data set, but also obtain a sparse solution of the online data set. The philosophy of the package is described in Guo G. (2022) <doi:10.1007/s00180-022-01270-z>.
How to cite:
Guangbao Guo (2021). SOPC: The Sparse Online Principal Component Estimation Algorithm. R package version 0.1.0, https://cran.r-project.org/web/packages/SOPC. Accessed 10 Jan. 2025.
Previous versions and publish date:
0.0.1 (2021-09-17 10:10), 0.0.2 (2022-04-04 07:30), 0.0.3 (2022-04-16 15:12), 0.0.4 (2022-08-29 08:40)
Other packages that cited SOPC R package
View SOPC citation profile
Other R packages that SOPC depends, imports, suggests or enhances
Complete documentation for SOPC
Functions, R codes and Examples using the SOPC R package
Some associated functions: Heart . Hugging . IPC . OPC . PC . PPC . PSA . SAPC . SOPC . SPC . 
Some associated R codes: IPC.R . OPC.R . PC.R . PPC.R . SAPC.R . SOPC.R . SPC.R .  Full SOPC package functions and examples
Downloads during the last 30 days
12/1112/1212/1312/1412/1512/1612/1712/1812/1912/2012/2112/2212/2312/2412/2512/2612/2712/2812/2912/3012/3101/0101/0201/0301/0401/0501/0601/0701/08Downloads for SOPC024681012141618202224TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
basetheme  
Themes for Base Graphics Plots
Functions to create and select graphical themes for the base plotting system. Contains: 1) several c ...
Download / Learn more Package Citations See dependency  
pould  
Phased or Unphased Linkage Disequilibrium
Computes the D', Wn, and conditional asymmetric linkage disequilibrium (ALD) measures for pairs of g ...
Download / Learn more Package Citations See dependency  
Q7  
Types and Features for Object Oriented Programming
Construct message-passing style objects with types and features. Q7 types uses composition instead ...
Download / Learn more Package Citations See dependency  
mapme.biodiversity  
Efficient Monitoring of Global Biodiversity Portfolios
Biodiversity areas, especially primary forest, serve a multitude of functions for local economy, re ...
Download / Learn more Package Citations See dependency  
daterangepicker  
Create a Shiny Date-Range Input
A Shiny Input for date-ranges, which pops up two calendars for selecting dates, times, or predefined ...
Download / Learn more Package Citations See dependency  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,441

Publication Badges

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