R: Generating Multi-Omics Datasets for Testing and Benchmarking

# Generating Multi-Omics Datasets for Testing and Benchmarking

## Documentation for package ‘SUMO’ version 1.2.0

- DESCRIPTION file.
- Package NEWS.

## Help Pages

SUMO-package | SUMO: Simulation Utilities for Multi-Omics Data
compute_means_vars | Compute Summary Statistics for a List of Datasets
demo_multiomics_analysis | Demonstration of SUMO Utility in Multi-Omics Analysis using MOFA2
divide_features_one | Dividing features to create vectors with signal in the first omic for single data
divide_features_two | Dividing features to create vectors with signal in the second omic for single data
divide_samples | Global Variable
divide_vector | #' Global Variable #' #' A global variable used in multiple functions. #' #'
feature_selection_one | Dividing features to create vectors with signal in the first omic
feature_selection_two | Dividing features to create vectors with signal in the second omic
plot_factor | Visualization of factor scores (ground truth)
plot_simData | Visualizing the simulated data using heatmap or 3D surface plot
plot_weights | Visualizing the raw loading/weights of the features
simulateMultiOmics | Simulation of omics with predefined single or multiple latent factors in multi-omics
simulate_twoOmicsData | Simulation of omics with predefined single or multiple latent factors in multi-omics
SUMO | SUMO: Simulation Utilities for Multi-Omics Data