simulate_2D_data: Simulate 2D Data

In marchinilab/SDAtools: SDAtools: A toolkit for SDA

Description

simulate_2D_data Simulate 2D Data

Usage

simulate_2D_data(n_individuals = 100, n_variables = 500,
  n_components = 10, sparsity = 0.9)

Arguments

n_individuals	integer; the number of individuals to simualte
n_variables	integer vector; vector of integers specifying the number of variables (e.g. genes) in each data type
n_components	integer; number of true components to simulate from
sparsity	numeric; value between 0 and 1 for the sparsity

Value

list of Y, A, X and noise matrices

Examples

data <- simulate_2D_data()

marchinilab/SDAtools documentation built on Jan. 31, 2020, 3:51 a.m.