example.data.highdim: Example data for the high-dimensional functions
Description
A simulated high‑dimensional dataset for demonstrating the RISE methodology
implemented in this package. The data contains primary response and
1000 surrogate candidates from 25 treated individuals and 25 untreated individuals,
where 10% of the surrogate candidates are "valid".
Usage
data("example.data.highdim")
Arguments
Format
A list containing :
y1
primary response in treated
y0
primary response in untreated
s1
1000 surrogate candidates in treated
s0
1000 surrogate candidates in untreated
hyp
for each surrogate, null false if the surrogate is valid (note that this is from simulated data and is used to demonstrate the method; this would be unknown in practice)