Other packages > Find by keyword >

SmartSVA  

Fast and Robust Surrogate Variable Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SmartSVA", "0.1.3")



Attach the package and use:
library("SmartSVA")
Maintained by
Jun Chen
[Scholar Profile | Author Map]
First Published: 2016-11-13
Latest Update: 2017-05-28
Description:
Introduces a fast and efficient Surrogate Variable Analysis algorithm that captures variation of unknown sources (batch effects) for high-dimensional data sets. The algorithm is built on the 'irwsva.build' function of the 'sva' package and proposes a revision on it that achieves an order of magnitude faster running time while trading no accuracy loss in return.
How to cite:
Jun Chen (2016). SmartSVA: Fast and Robust Surrogate Variable Analysis. R package version 0.1.3, https://cran.r-project.org/web/packages/SmartSVA. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2016-11-13 16:57), 0.1.1 (2016-11-24 00:05), 0.1.2 (2017-05-26 19:57)
Other packages that cited SmartSVA R package
View SmartSVA citation profile
Other R packages that SmartSVA depends, imports, suggests or enhances
Complete documentation for SmartSVA
Functions, R codes and Examples using the SmartSVA R package
Some associated functions: smartsva.cpp . 
Some associated R codes: RcppExports.R . SmartSVA.R .  Full SmartSVA package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for SmartSVA024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
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  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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