Description Usage Arguments Value
Create multivariate synthetic data
1 | create_syndata_mv(Z, W, max_var_arr = rep(1, length(W)))
|
Z |
[N,L] matrix, Latent factors, N observations, L factors |
W |
a [1,K] list of [L,D_k] matrices or [L,D,K] array, Projections from latent factors to data, D_k variables per dataset |
max_var_arr |
(optional) [1,K] numeric, Relative maximum amplitude of noise |
A list with elements:
data |
Data collection as a list of data.frames |
Z |
Signals used |
W |
Mixing matrix used |
E |
Noise |
var.coef |
Noise multiplication factor used |
Each dataset is a data.frame to gain compatibility with lm() and glm()
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