dag_test_ISS: dag_test_ISS

In ISS: Isotonic Subgroup Selection

dag_test_ISS

Description

Implements the DAG testing procedure given in Algorithm 1 by \insertCiteMRCS2023;textualISS.

Usage

dag_test_ISS(X0, p, alpha)

Arguments

X0	a numeric matrix giving points corresponding to hypotheses.
p	a numeric vector taking values in (0, 1] such that length(p) == nrow(X0).
alpha	a numeric value in (0, 1] specifying the Type I error rate.

Value

A boolean vector of the same length as p with each element being TRUE if the corresponding hypothesis is rejected and FALSE otherwise.

References

\insertRef

MRCS2023ISS

Examples

X0 <- rbind(c(0.5, 0.6), c(0.8, 0.9), c(0.9, 0.8))
p <- c(0.02, 0.025, 0.1)
alpha <- 0.05
dag_test_ISS(X0, p, alpha)

ISS documentation built on July 9, 2023, 5:13 p.m.