trigger_InterSIM: Trigger InterSIM to Generate Null Multi-Omics Dataset

In himelmallick/MimESys: Simulate Realistic Multi-Omics Datasets with Specified Structural and Sparsity Patterns

Trigger InterSIM to Generate Null Multi-Omics Dataset

Description

This function triggers the InterSIM library to generate a null multi-omics dataset with specified parameters. It processes the simulated data and returns it as a list containing feature data, sample metadata, and feature metadata.

Usage

trigger_InterSIM(n)

Arguments

n	Integer. The number of samples to generate.

Value

List. A list containing:

feature_table	Data frame. Combined feature data (methylation, expression, protein) with formatted column names.
sample_metadata	Data frame. Sample metadata including subject IDs and clustering assignments.
feature_metadata	Data frame. Feature metadata including feature IDs and types.

Examples

simulated_data <- trigger_InterSIM(100)

himelmallick/MimESys documentation built on April 13, 2025, 9:06 p.m.