ScreenMin

R code to accompany Djordjilović et al. (2019)

1. ScreenMinBonf.R Two step multiple testing procedure, ScreenMin, for controlling familywise error rate when testing multiple mediators.
2. CoreScreenMin.R Core functions for the power analysis of ScreenMin.
3. ConstrainedOptimizationThreshold.R Oracle power maximizing threshold for the ScreenMin with an example.
4. AdaFilterBonf.R Adaptive procedure for controlling FWER when testing multiple mediators as proposed in "Detecting replicating signals using adaptive filtering procedures with the application in high-throughput experiments'' by Wang et al.(2019).
5. SimulationStudyFunctions.R Functions for the simulation study in Djordjilović et al. (2019).
6. SimulationStudy.R Simulation study setup.
7. NavyAdenomaAnalysis.R Data example.