Rariant (version 1.8.3)

ciAdjust: CI Adjust

Description

Multiple testing adjustment of confidence levels, as proposed by Benjamini and Yekutieli.

Usage

ciAdjustLevel(eta0, conf_level)

Arguments

eta0

Estimated fraction of tests that are consistent with the null hypothesis.

conf_level

Unadjusted confidence level

Value

• The adjusted confidence level.

References

Benjamini, Yoav, and Daniel Yekutieli. False Discovery Rate–adjusted Multiple Confidence Intervals for Selected Parameters. Journal of the American Statistical Association 100, no. 469 (2005): 71–81.

Examples

conf_level = 0.95
eta0 = seq(0, 1, by = 0.02)

conf_level_adj = ciAdjustLevel(eta0, conf_level)

plot(eta0, conf_level_adj, pch = 20, ylim = c(conf_level, 1))