mhtopt
Optimal Multiple Hypothesis Testing Corrections
Implements the optimal multiple hypothesis testing correction from Viviano, Wuthrich, and Niehaus (2026) <doi:10.48550/arXiv.2104.13367>. Derives the optimal per-test significance level from the economic incentives of research production, providing a correction that lies between Bonferroni (too conservative) and unadjusted (too permissive). Supports two cost models: a Linear one calibrated to United States Food and Drug Administration (FDA) clinical-trial costs, and a Cobb-Douglas one calibrated to Abdul Latif Jameel Poverty Action Lab (J-PAL) project costs. Reports optimal, Bonferroni, Holm, Benjamini-Hochberg (BH), and unadjusted results side by side.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | mhtopt_1.0.0.tar.gz |
81.5 KiB |
1.0.0 |
rolling linux/noble R-4.5 | mhtopt_1.0.0.tar.gz |
81.4 KiB |
1.0.0 |
rolling source/ R- | mhtopt_1.0.0.tar.gz |
38.4 KiB |
1.0.0 |
latest linux/jammy R-4.5 | mhtopt_1.0.0.tar.gz |
81.5 KiB |
1.0.0 |
latest linux/noble R-4.5 | mhtopt_1.0.0.tar.gz |
81.4 KiB |
1.0.0 |
latest source/ R- | mhtopt_1.0.0.tar.gz |
38.4 KiB |
1.0.0 |
2026-04-23 source/ R- | mhtopt_1.0.0.tar.gz |
0 B |