DataFusionGDM: Machine Learning for Integrating Partially Overlapped Genetic Datasets

Tools to simulate genetic distance matrices, align and compare them via multidimensional scaling (MDS) and Procrustes, and evaluate imputation with the Bootstrapping Evaluation for Structural Missingness Imputation (BESMI) framework. Methods align with Zhu et al. (2025) <doi:10.3389/fpls.2025.1543956> and the associated software resource Zhu (2025) <doi:10.26188/28602953>.

Version:	1.3.2
Depends:	R (≥ 3.6)
Imports:	ggplot2, vegan, mice, stats, utils
Suggests:	VIM, knitr, rmarkdown, testthat (≥ 3.0.0)
Published:	2025-11-04
DOI:	10.32614/CRAN.package.DataFusionGDM (may not be active yet)
Author:	Jiashuai Zhu [aut, cre] (affiliation: Faculty of Science, The University of Melbourne, Parkville, VIC, Australia; Agriculture Victoria, AgriBio Centre, Bundoora, VIC, Australia), The University of Melbourne [cph], Agriculture Victoria [cph]
Maintainer:	Jiashuai Zhu <jiashuai.zhu at student.unimelb.edu.au>
BugReports:	https://github.com/jiashuaiz/DataFusion-GDM/issues
License:	GPL-3
URL:	https://github.com/jiashuaiz/DataFusion-GDM
NeedsCompilation:	no
Citation:	DataFusionGDM citation info
Materials:	README
CRAN checks:	DataFusionGDM results

Documentation:

Reference manual:	DataFusionGDM.html , DataFusionGDM.pdf
Vignettes:	BESMI Batch Imputation (source) DataFusionGDM: Getting Started (source, R code) MDS + Procrustes Sensitivity (source)

Downloads:

Package source:	DataFusionGDM_1.3.2.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): DataFusionGDM_1.3.2.tgz, r-oldrel (arm64): DataFusionGDM_1.3.2.tgz, r-release (x86_64): DataFusionGDM_1.3.2.tgz, r-oldrel (x86_64): DataFusionGDM_1.3.2.tgz

Linking:

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