Other packages > Find by keyword >

GMSimpute  

Generalized Mass Spectrum Missing Peaks Abundance Imputation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GMSimpute", "0.0.1.0")



Attach the package and use:
library("GMSimpute")
Maintained by
Qian Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-11
Latest Update: 2019-01-11
Description:
Two-Step Lasso (TS-Lasso) and compound minimum methods to recover the abundance of missing peaks in mass spectrum analysis. TS-Lasso is an imputation method that handles various types of missing peaks simultaneously. This package provides the procedure to generate missing peaks (or data) for simulation study, as well as a tool to estimate and visualize the proportion of missing at random.
How to cite:
Qian Li (2019). GMSimpute: Generalized Mass Spectrum Missing Peaks Abundance Imputation. R package version 0.0.1.0, https://cran.r-project.org/web/packages/GMSimpute. Accessed 18 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited GMSimpute R package
View GMSimpute citation profile
Other R packages that GMSimpute depends, imports, suggests or enhances
Complete documentation for GMSimpute
Functions, R codes and Examples using the GMSimpute R package
Some associated functions: GMS.Lasso . MAR.est . TS.Lasso . missing.sim . replicates . tcga.bc.full . tcga.bc . 
Some associated R codes: GMS.Lasso.R . MAR.est.R . TS.Lasso.R . missing.sim.R . replicates.R . tcga.bc.R . tcga.bc.full.R .  Full GMSimpute package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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