Multiple testing correction and multiplicity-adjusted inference
Source:R/multiple_testing.R
morie_multiple_testing.RdR port of morie.multiple_testing. Provides p-value adjustment
methods controlling the family-wise error rate (FWER) and the false
discovery rate (FDR), simultaneous-inference helpers, p-value
combination procedures, and gatekeeping / hierarchical testing.
Details
Every adjustment routine returns a morie_rich_result list
carrying original, adjusted, rejected,
method, alpha, n_rejected, n_tests, and
an interpretation paragraph. P-value combination procedures
return a list with the test statistic, combined p-value, and
interpretation.
FWER and FDR methods delegate to stats::p.adjust for the
textbook procedures (Bonferroni, Holm, Hochberg, Hommel,
Benjamini-Hochberg, Benjamini-Yekutieli). Combined-p tests delegate
to poolr when installed and fall back to inline math
otherwise. storey_q / estimate_pi0 delegate to
qvalue when installed.