Package: MetaHD
Type: Package
Title: A Multivariate Meta-Analysis Model for High-Dimensional
        Metabolomics Data
Version: 0.1.3
Authors@R: c(
  person("Jayamini","Liyanage",role=c("aut","cre"),email="j.liyanage@latrobe.edu.au"),
  person("Alysha","De Livera",role="aut",email="a.delivera@latrobe.edu.au"))
Maintainer: Jayamini Liyanage <j.liyanage@latrobe.edu.au>
Author: Jayamini Liyanage [aut, cre],
  Alysha De Livera [aut]
Description: 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/>.
License: GPL-3
Encoding: UTF-8
Depends: R (>= 3.5.0)
LazyData: true
RoxygenNote: 7.3.2
Imports: dplyr, tidyr, metafor, corpcor, nloptr, Matrix, matrixcalc,
        Rcpp (>= 1.0.0)
LinkingTo: Rcpp, RcppArmadillo
NeedsCompilation: yes
Packaged: 2024-09-24 02:04:31 UTC; 21460438
Repository: CRAN
Date/Publication: 2024-09-24 04:20:03 UTC
Built: R 4.4.1; x86_64-apple-darwin20; 2024-09-24 04:42:34 UTC; unix
Archs: MetaHD.so.dSYM
