Table 2 Comparison of implemented methods in the metacp package and other available software
From: metacp: a versatile software package for combining dependent or independent p-values
Software | Metacp (Python & STATA) | metap (R & STATA) [30] | Robust P-value-combination-tests(R) [15] | poolr (R) [29] | SciPy.stats (Python) [31] | Distributions.jl (Julia) [32] | Statsmodels (Python) [33] | Empirical Browns Method (R) [17] | metapro [34] | Stat.tpm [36] | Survcomp (R) [35] |
|---|---|---|---|---|---|---|---|---|---|---|---|
Method | |||||||||||
Logitp | X | X | |||||||||
Meanp | X | X | |||||||||
Fisher | X | X | X | X | X | X | |||||
Lancaster | X | X | X | ||||||||
Stouffer | X | X | X | X | X | X | X | ||||
Weighted Stouffer | X | X | X | X | |||||||
Truncated Product Method (TPM) | X | X | |||||||||
Ordmeta | X | ||||||||||
Inverse chi2 | X | X | |||||||||
Binomial | X | X | |||||||||
Bonferroni | X | X | |||||||||
Bonferroni Adjustments (CN, Li-Ji, Galwey, Gao and so on) | X | X | |||||||||
MinP | X | X | X | X | |||||||
CCT | X | X | |||||||||
MCM | X | X | |||||||||
CMC | X | X | |||||||||
HMP | X | X | |||||||||
EBM | X | X | |||||||||
Yang’s extension to EBM | X | ||||||||||
Weighted Stouffer for Correlated Test | X | X | |||||||||