Rank-Based Test to Evaluate a Surrogate Marker

Documentation for package ‘SurrogateRank’ version 2.0

delta.calculate	Calculates the rank-based test statistic for Y and S and the difference, delta
delta.calculate.extension	Calculates the rank-based test statistic for Y and S and the difference, delta, accomodating paired data and allowing for a two-sided test
est.power	Estimated power to detect a valid surrogate
example.data	Example data
example.data.highdim	Example data for the high-dimensional functions
rise.evaluate	Performs the evaluation stage of RISE: Two-Stage Rank-Based Identification of High-Dimensional Surrogate Markers
rise.screen	Perform the screening stage of RISE: Two-Stage Rank-Based Identification of High-Dimensional Surrogate Markers
test.surrogate	Tests whether the surrogate is valid
test.surrogate.extension	Tests whether the surrogate is valid, extended to the paired, two sided test setting
test.surrogate.rise	Performs RISE: Two-Stage Rank-Based Identification of High-Dimensional Surrogate Markers