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
lfproQC
View on CRAN: Click
here
Download and install lfproQC package within the R console
Install from CRAN:
install.packages("lfproQC")
Install from Github:
library("remotes")
install_github("cran/lfproQC") Install by package version:
library("remotes")
install_version("lfproQC", "1.4.1") Attach the package and use:
library("lfproQC")
Maintained by
Kabilan S
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-23
Latest Update: 2025-07-02
Description:
Label-free bottom-up proteomics expression data is often affected by data heterogeneity and missing values. Normalization and missing value imputation are commonly used techniques to address these issues and make the dataset suitable for further downstream analysis. This package provides an optimal combination of normalization and imputation methods for the dataset. The package utilizes three normalization methods and three imputation methods.The statistical evaluation measures named pooled co-efficient of variance, pooled estimate of variance and pooled median absolute deviation are used for selecting the best combination of normalization and imputation method for the given dataset. The user can also visualize the results by using various plots available in this package. The user can also perform the differential expressionanalysis between two sample groups with the function included in this package. The chosen three normalization methods, three imputation methods and three evaluation measures were chosen for this study based on the research papers published by Välikangas et al. (2016) <doi:10.1093/bib/bbw095>, Jin et al. (2021) <doi:10.1038/s41598-021-81279-4> and Srivastava et al. (2023) <doi:10.2174/1574893618666230223150253>.
How to cite:
Kabilan S (2024). lfproQC: Quality Control for Label-Free Proteomics Expression Data. R package version 1.4.1, https://cran.r-project.org/web/packages/lfproQC. Accessed 07 Mar. 2026.
Previous versions and publish date:
Other packages that cited lfproQC R package
View lfproQC citation profile
Other R packages that lfproQC depends,
imports, suggests or enhances
Complete documentation for lfproQC
Functions, R codes and Examples using
the lfproQC R package
Full lfproQC package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
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)
portalr
Download and generate summaries for the rodent,
plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Glenda M. Yenni (view profile)
ReviewR
A portable Shiny tool to explore patient-level electronic health record data
and perform chart revi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Mayer (view profile)
lmSubsets
Exact and approximation algorithms for variable-subset
selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Hofmann (view profile)
testDriveR
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher Prener (view profile)
SAMtool
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Quang Huynh (view profile)
26,264
R Packages
223,360
Dependencies
70,376
Author Associations
26,265
Publication Badges
