Contains functions to create synthetic datasets with different properties. The create_syn_data_*() functions follow the scheme: "total variation = shared_by_all + shared_by_subset + noise" Create signals

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Description

Contains functions to create synthetic datasets with different properties. The create_syn_data_*() functions follow the scheme: "total variation = shared_by_all + shared_by_subset + noise" Create signals

Usage

1
create_Z_linear(N, decorrelate = T)

Arguments

N

Number of observations in data as integer

decorrelate

(optional) Should the variables be decorrelated?

Value

A [N,3] matrix of signals

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