example.data.highdim {SurrogateRank} | R Documentation |
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")
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)
Source
Simulated for package examples.
Examples
data("example.data.highdim")
[Package SurrogateRank version 2.0 Index]