LCA: Linked Component Analysis(LCA) function.

In CHuanSite/LCA: Visualized Linked Component Analysis (Title Case)

Description

This function allows you to implement the main algorithm LCA

Usage

LCA(dataset, group, factor_num, Time = 1000)

Arguments

dataset	A list containing all the datasets
group	A list containing the linked groups of datasets
factor_num	A vector contains the number of factors each group should have
Time	The maximum number of iterations allowed to have in the algorithm

Examples

configuration_setting = configuration_setting_generation(50, c(100, 100, 100, 100))
dataset = simulated_data_generation(configuration_setting)
group = list(c(1,2,3,4), c(1,2), c(1,4), c(2,3), c(3,4), c(1), c(2), c(3), c(4))
factor_num = c(2, 2, 2, 2, 2, 2, 2, 2, 2)
LCA(dataset, group, factor_num)

CHuanSite/LCA documentation built on Feb. 23, 2020, 7:43 a.m.