analyze_dataset | analyze_dataset: Basically performs preprocessing and then... |
bh | bh: Wrapper for Benjamini Hochberg |
bonf | bonf: Wrapper for Bonferroni |
clfdr | clfdr: Cai's local fdr based method |
continuous_wrap | Benchmarking wrapper: Given a multiple testing method,... |
ddhf | ddhf: Greedy independent filtering |
du_ttest_sim | t-test simulation: Simulate rowwise t-tests |
gbh | gbh: Grouped Benjamini Hochberg |
ihw_naive | IHW wrappers |
lsl_pi0_est | LSL (Least-Slope) pi0 estimator |
null_sim | Null simulation: Generate uniformly distributed p-values and... |
pretty_legend | helper function to create nice legends |
run_evals | run_evals: Main function to benchmark FDR methods on given... |
scott_fdrreg | scott_fdrreg: Wrapper for FDR regression... |
storey_qvalue | storey_qvalue: Wrapper for Storey's qvalue package |
stratified_bh | stratified_bh: Stratified Benjamini Hochberg |
tst_pi0_est | TST (Two-Step) pi0 estimator |
wasserman_normal_prds_sim | Normal PRDS simulation: Covariate is effect size under... |
wasserman_normal_sim | Normal simulation: Covariate is effect size under alternative |
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