example.data.highdim: Example data for the high-dimensional functions

In SurrogateRank: Rank-Based Test to Evaluate a Surrogate Marker

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")

SurrogateRank documentation built on June 8, 2025, 10:27 a.m.