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Functions to implement the linked component analysis

Usage

linkedPCA(dataset, cov_list, eigen_space, group, comp_num)

Arguments

dataset

A list of dataset to be analyzed

cov_list

A list of covariance of the datasets

eigen_space

A matrix of the space of the signal

group

A list of grouping of the datasets, indicating the relationship between datasets

comp_num

A vector indicates the dimension of each compoent

Value

A list of component