Other packages > Find by keyword >

csmGmm  

Conditionally Symmetric Multidimensional Gaussian Mixture Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("csmGmm", "0.4.0")



Attach the package and use:
library("csmGmm")
Maintained by
Ryan Sun
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-12-03
Latest Update: 2024-12-03
Description:
Implements the conditionally symmetric multidimensional Gaussian mixture model (csmGmm) for large-scale testing of composite null hypotheses in genetic association applications such as mediation analysis, pleiotropy analysis, and replication analysis. In such analyses, we typically have J sets of K test statistics where K is a small number (e.g. 2 or 3) and J is large (e.g. 1 million). For each one of the J sets, we want to know if we can reject all K individual nulls. Please see the vignette for a quickstart guide. The paper describing these methods is "Testing a Large Number of Composite Null Hypotheses Using Conditionally Symmetric Multidimensional Gaussian Mixtures in Genome-Wide Studies" by Sun R, McCaw Z, & Lin X (2024, <doi:10.1080/01621459.2024.2422124>). The paper is accepted and published online (but not yet in print) in the Journal of the American Statistical Association as of Dec 1 2024.
How to cite:
Ryan Sun (2024). csmGmm: Conditionally Symmetric Multidimensional Gaussian Mixture Model. R package version 0.4.0, https://cran.r-project.org/web/packages/csmGmm. Accessed 06 Jun. 2026.
Previous versions and publish date:
0.3.0 (2024-12-03 20:30)
Other packages that cited csmGmm R package
View csmGmm citation profile
Other R packages that csmGmm depends, imports, suggests or enhances
Complete documentation for csmGmm
Functions, R codes and Examples using the csmGmm R package
Full csmGmm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  

27,268

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