Description Usage Arguments Details Value Examples
Generates simple test data following the TCA model.
1 |
n |
The number of observations to simulate. |
m |
The number of features to simulate. |
k |
The number of sources to simulate. |
p1 |
The number of covariates that affect the source-specific values to simulate. |
p2 |
The number of covariates that affect the mixture values to simulate. |
tau |
The variance of the i.i.d. component of variation to add on top of the simulated mixture values. |
log_file |
A path to an output log file. Note that if the file |
verbose |
A logical value indicating whether to print logs. |
See tca for details about the TCA model.
A list with the simulated data and parameters.
X |
An |
Z |
A list with the simulated source-specific values, where the first element in the list is an |
W |
An |
mus |
An |
sigmas |
An |
C1 |
An |
C2 |
An |
gammas |
An |
deltas |
An |
1 |
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