Package: MultiEFM 0.1.2
Ruihan Zhang
MultiEFM: Robust Estimation for Multi-Study Elliptical Factor Model
We introduce a high-dimensional multi-study elliptical factor model (MultiEFM), which learns latent features and accounts for the heterogeneity among sources. It provides robust estimation for heterogeneous high-dimensional data analysis, particularly suitable for multi-study RNA sequencing data and spatial multi-omics. The package implements efficient algorithms for model configuration, identifiability conditions, and parameter estimation.
Authors:
MultiEFM_0.1.2.tar.gz
MultiEFM_0.1.2.zip(r-4.7-x86_64)MultiEFM_0.1.2.zip(r-4.7-arm64)MultiEFM_0.1.2.zip(r-4.6-x86_64)MultiEFM_0.1.2.zip(r-4.6-arm64)MultiEFM_0.1.2.zip(r-4.5-x86_64)
MultiEFM_0.1.2.tgz(r-4.6-x86_64)MultiEFM_0.1.2.tgz(r-4.6-arm64)MultiEFM_0.1.2.tgz(r-4.5-x86_64)MultiEFM_0.1.2.tgz(r-4.5-arm64)
MultiEFM_0.1.2.tar.gz(r-4.7-arm64)MultiEFM_0.1.2.tar.gz(r-4.7-x86_64)MultiEFM_0.1.2.tar.gz(r-4.6-arm64)MultiEFM_0.1.2.tar.gz(r-4.6-x86_64)
MultiEFM_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MultiEFM/json (API)
| # Install 'MultiEFM' in R: |
| install.packages('MultiEFM', repos = c('https://rruihan-zhang.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rruihan-zhang/multiefm/issues
Pkgdown/docs site:https://rruihan-zhang.github.io
Last updated from:733fafad2c. Checks:13 WARNING, 1 ERROR, 1 OK. Indexed: yes.
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| macos-release-x86_64 | WARNING | 279 | ||
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| windows-devel-arm64 | WARNING | 359 | ||
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| windows-release-arm64 | WARNING | 346 | ||
| windows-release-x86_64 | WARNING | 107 | ||
| windows-oldrel-x86_64 | WARNING | 106 | ||
| wasm-release | OK | 129 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate Simulated Data for Robust Multi-Study Elliptical Factor Model | gendata_simu_robust |
| Fit the high-dimensional multi-study elliptical factor model | MultiEFM |
| Select the number of factors for MultiEFM | selectFac.MultiEFM |