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cherry (version 0.5-10)
Multiple testing methods for exploratory research
Description
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
http://pages.gurobi.com/DownloadRegistration.html?/download/gurobi-optimizer and
http://www.gurobi.com/documentation/5.6/quick-start-guide/r_installing_the_r_package.