Implement selective confidence intervals
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Assafs
selectiveCI
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README.md

README.md

Selective Confidence Intervals

Compute confidence intervals for selected parameters as described in [1] and [2].

Reference

[1] Weinstein, Asaf, William Fithian, and Yoav Benjamini. “Selection Adjusted Confidence Intervals With More Power to Determine the Sign.” Journal of the American Statistical Association 108, no. 501 (2013):

[2] Benjamini, Y., and D. Yekutieli. 2005. “False Discovery Rate-Adjusted Multiple Confidence Intervals for Selected Parameters.” Journal of the American Statistical Association 100 (469): 71–81.

Installation

library(devtools)
install_github("selectiveCI", "johnros", subdir='selectiveCI')
library(selectiveCI)