Generating Multi-Omics Datasets for Testing and Benchmarking

Documentation for package ‘SUMO’ version 0.2.0

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
OmixCraftHD	Simulation of omics with predefined single or multiple latent factors in multi-omics
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
SUMO	SUMO: Simulation Utilities for Multi-Omics Data