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Upper bound for the number of false discoveries among most significant items

Usage

curveMaxFP_BNR2014(p.values, thr)

curveMaxFP_Mein2006(p.values, thr)

Arguments

p.values

A vector containing all \(m\) p-values, sorted non-decreasingly

thr

A vector of \(K\) JER-controlling thresholds, sorted non-decreasingly

Value

A vector of size \(m\) giving an joint upper confidence bound on the number of false discoveries among the \(k\) most significant items for all \(k \in \{1\ldots m\}\).

Details

These older implementations of 'curveMaxFP' are here for the purpose of testing that the current one yields consistent results.

Author

Gilles Blanchard, Nicolas Enjalbert-Courrech, Pierre Neuvial and Etienne Roquain