data_gen: Simulated data set generation

In sakuramomo1005/bi-ADMM: Convex bicluster alogrithm based on ADMM algorithm

Description

data_gen generates datasets in the simulation study.

Usage

data_gen(
  seed.cluster = 123,
  seed.data = 654,
  n,
  p,
  theta = 2,
  row_group = 4,
  col_group = 4
)

Arguments

seed.cluster	seed.cluster is used to control the cluster assignment
seed.data	seed.data is used to control the data generation given clustering structure
n	number of subjects
p	number of features
theta	the variance of the x, which is sampled from a normal distribution
row_group	number of row clusters
col_group	number of column clusters

Value

Output is the simulated dataset

Examples

set.seed(123)
data = data_gen(n = 100, p = 80)

sakuramomo1005/bi-ADMM documentation built on Dec. 22, 2021, 9:20 p.m.