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HMC  

High Dimensional Mean Comparison with Projection and Cross-Fitting
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HMC", "1.1")



Attach the package and use:
library("HMC")
Maintained by
Tianyu Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-09
Latest Update: 2024-03-09
Description:
Provides interpretable High-dimensional Mean Comparison methods (HMC). For example, users can use them to assess the difference in gene expression between two treatment groups. It is not a gene-by-gene comparison. Instead, we focus on the interplay between features and are interested in those that are predictive of the group label. The methods are valid frequentist tests and give sparse estimates indicating which features contribute to the test results.
How to cite:
Tianyu Zhang (2024). HMC: High Dimensional Mean Comparison with Projection and Cross-Fitting. R package version 1.1, https://cran.r-project.org/web/packages/HMC. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0 (2024-03-09 14:30)
Other packages that cited HMC R package
View HMC citation profile
Other R packages that HMC depends, imports, suggests or enhances
Complete documentation for HMC
Functions, R codes and Examples using the HMC R package
Full HMC package functions and examples
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