divide_vector

#' Global Variable
#'
#' A global variable used in multiple functions.
#'
#'

Provides tools to simulate multi-omics datasets with predefined signal structures. The generated data can be used for testing, validating, and benchmarking integrative analysis methods such as factor models and clustering approaches. This version includes enhanced signal customization, visualization tools (scatter, histogram, 3D), MOFA-based analysis pipelines, PowerPoint export, and statistical profiling of datasets. Designed for both method development and teaching, SUMO supports real and synthetic data pipelines with interpretable outputs. Tini, Giulia, et al (2019) <doi:10.1093/bib/bbx167>.

Bernard Isekah Osang'ir

SUMO

Generating Multi-Omics Datasets for Testing and Benchmarking

Ziv Shkedy

Surya Gupta

Jürgen Claesen

divide_vector function

<dl><dt>n_samples</dt>
<dd>number of samples</dd>
<dt>num</dt>
<dd>number of factors</dd>
<dt>min_size</dt>
<dd>Minimum length of any samples scores
#' ## ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ Updated IN USE (IN USE): Simulate the samples scores (IN USE) ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~</dd></dl>

Arguments

#' Global Variable
#'
#' A global variable used in multiple functions.
#'
#' — divide_vector

<dl>

<dt>n_samples</dt>
<dd>number of samples</dd>


<dt>num</dt>
<dd>number of factors</dd>


<dt>min_size</dt>
<dd>Minimum length of any samples scores
#' ## ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ Updated IN USE (IN USE): Simulate the samples scores (IN USE) ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~</dd>

</dl>

divide_vector: #' Global Variable #' #' A global variable used in multiple functions. #' #'

Description

Usage

Arguments