simulate_groups: Simulate data (two groups design)
Description
Simulated data scenario described in paper [citation here].
Usage
simulate_groups(n_source = 100, n_target = 100, p = 200, response = "linear")Arguments
n_source
Number of labeled observations
n_target
Number of unlabeled (target) observations
p
Number of variables
response
Type of response: "linear" or "logit"
Value
A list, with
- xL
data frame with the labeled (source) data
- yL
labels associated with
xL- xU
data frame with the unlabeled (target) data
- yU
labels associated with
xU(for validation/testing)