cherry: Multiple testing methods for exploratory research. This package implements a class of multiple testing methods that does not prescribe the user what hypotheses to reject, but instead allows the user to select the set of selected hypotheses freely. The multiple testing procedure aids this selection by providing an upper confidence bound for the number of false rejections among the selected set. Because the confidence bounds are simultaneous for all possible rejected sets, the validity is not compromised by post hoc selection. Some of the functions in this package are optionally enhanced by the gurobi software and its accompanying R package. For installation of gurobi, follow the instructions at and

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