A Multiple Testing Procedure for High-Dimensional Mediation Hypotheses


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Documentation for package ‘HDMT’ version 1.0

Help Pages

adjust_quantile A function to compute the quantiles of pmax using either approximation or exact method
correct_qqplot A function to draw the quantile-quantile plot
exampleinputdata Example datasets to demonstrate the usage of 'HDMT'
fdrest A function to compute the pointwise FDR for every observed p-max
fwerest A function used to compute Family wise error rate (FWER) cutoff for p-max at a designated level
nullestimation A function to estimate the proportion of three component nulls