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

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


Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.