Package: MetaHD 0.1.3

MetaHD: A Multivariate Meta-Analysis Model for High-Dimensional Metabolomics Data

Performs multivariate meta-analysis for high-dimensional metabolomics data for integrating and collectively analysing individual-level data generated from multiple studies as well as for combining summary estimates. This approach accounts for correlation between outcomes, considers variability within and between studies, handles missing values and uses shrinkage estimation to allow for high dimensionality. A detailed vignette with example datasets and code to prepare data and analyses are available on <https://bookdown.org/a2delivera/MetaHD/>.

Authors:Jayamini Liyanage [aut, cre], Alysha De Livera [aut]

MetaHD_0.1.3.tar.gz
MetaHD_0.1.3.zip(r-4.5)MetaHD_0.1.3.zip(r-4.4)MetaHD_0.1.3.zip(r-4.3)
MetaHD_0.1.3.tgz(r-4.4-x86_64)MetaHD_0.1.3.tgz(r-4.4-arm64)MetaHD_0.1.3.tgz(r-4.3-x86_64)MetaHD_0.1.3.tgz(r-4.3-arm64)
MetaHD_0.1.3.tar.gz(r-4.5-noble)MetaHD_0.1.3.tar.gz(r-4.4-noble)
MetaHD.pdf |MetaHD.html
MetaHD/json (API)

# Install 'MetaHD' in R:
install.packages('MetaHD', repos = c('https://jayaminicl.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • realdata - An Individual-Level Metabolomics Dataset
  • simdata.1 - Simulated Dataset 1 : With Complete Data
  • simdata.2 - Simulated Dataset 2 : With Data Missing-At-Random

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2 exports 1.60 score 34 dependencies 155 downloads

Last updated 10 days agofrom:95fb6b1d64. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 25 2024
R-4.5-win-x86_64OKSep 25 2024
R-4.5-linux-x86_64OKSep 25 2024
R-4.4-win-x86_64OKSep 25 2024
R-4.4-mac-x86_64OKSep 25 2024
R-4.4-mac-aarch64OKSep 25 2024
R-4.3-win-x86_64OKSep 25 2024
R-4.3-mac-x86_64OKSep 25 2024
R-4.3-mac-aarch64OKSep 25 2024

Exports:MetaHDMetaHDInput

Dependencies:clicorpcorcpp11dplyrfansigenericsgluelatticelifecyclemagrittrmathjaxrMatrixmatrixcalcmetadatmetafornlmenloptrnumDerivpbapplypillarpkgconfigpurrrR6RcppRcppArmadillorlangstringistringrtibbletidyrtidyselectutf8vctrswithr