Other packages > Find by keyword >

IMIX  

Gaussian Mixture Model for Multi-Omics Data Integration
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("IMIX", "1.1.5")



Attach the package and use:
library("IMIX")
Maintained by
Ziqiao Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-12-08
Latest Update: 2022-07-13
Description:
A multivariate Gaussian mixture model framework to integrate multiple types of genomic data and allow modeling of inter-data-type correlations for association analysis. 'IMIX' can be implemented to test whether a disease is associated with genes in multiple genomic data types, such as DNA methylation, copy number variation, gene expression, etc. It can also study the integration of multiple pathways. 'IMIX' uses the summary statistics of association test outputs and conduct integration analysis for two or three types of genomics data. 'IMIX' features statistically-principled model selection, global FDR control and computational efficiency. Details are described in Ziqiao Wang and Peng Wei (2020) .
How to cite:
Ziqiao Wang (2020). IMIX: Gaussian Mixture Model for Multi-Omics Data Integration. R package version 1.1.5, https://cran.r-project.org/web/packages/IMIX. Accessed 07 Jun. 2026.
Previous versions and publish date:
1.1.0 (2020-12-08 10:20), 1.1.4 (2021-02-10 15:40)
Other packages that cited IMIX R package
View IMIX citation profile
Other R packages that IMIX depends, imports, suggests or enhances
Complete documentation for IMIX
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
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  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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