From: llperm: a permutation of regressor residuals test for microbiome data
Family | Type | Power | FPR | Power@0.05 | AUC@0.10 |
---|---|---|---|---|---|
Poisson | (loglik) | 0.99 (\(\pm 0.00\)) | 0.98 (\(\pm 0.00\)) | 0.09 (\(\pm 0.00\)) | 0.53 (\(\pm 0.01\)) |
Poisson | (llperm) | 0.22 (\(\pm 0.01\)) | 0.05 (\(\pm 0.00\)) | 0.22 (\(\pm 0.01\)) | 0.69 (\(\pm 0.01\)) |
ZIPoisson | (loglik) | 0.99 (\(\pm 0.00\)) | 0.94 (\(\pm 0.00\)) | 0.10 (\(\pm 0.01\)) | 0.53 (\(\pm 0.01\)) |
ZIPoisson | (llperm) | 0.32 (\(\pm 0.01\)) | 0.05 (\(\pm 0.00\)) | 0.32 (\(\pm 0.01\)) | 0.72 (\(\pm 0.01\)) |
NegativeBinomial | (loglik) | 0.11 (\(\pm 0.00\)) | 0.04 (\(\pm 0.00\)) | 0.15 (\(\pm 0.01\)) | 0.56 (\(\pm 0.01\)) |
NegativeBinomial | (llperm) | 0.22 (\(\pm 0.01\)) | 0.06 (\(\pm 0.00\)) | 0.21 (\(\pm 0.01\)) | 0.66 (\(\pm 0.01\)) |
ZINegativeBinomial | (loglik) | 0.46 (\(\pm 0.01\)) | 0.16 (\(\pm 0.00\)) | 0.27 (\(\pm 0.01\)) | 0.69 (\(\pm 0.01\)) |
ZINegativeBinomial | (llperm) | 0.29 (\(\pm 0.01\)) | 0.05 (\(\pm 0.00\)) | 0.29 (\(\pm 0.01\)) | 0.72 (\(\pm 0.01\)) |
Binomial | (loglik) | 0.99 (\(\pm 0.00\)) | 0.98 (\(\pm 0.00\)) | 0.09 (\(\pm 0.00\)) | 0.53 (\(\pm 0.01\)) |
Binomial | (llperm) | 0.22 (\(\pm 0.01\)) | 0.05 (\(\pm 0.00\)) | 0.22 (\(\pm 0.01\)) | 0.69 (\(\pm 0.01\)) |
ZIBinomial | (loglik) | 0.99 (\(\pm 0.00\)) | 0.94 (\(\pm 0.00\)) | 0.10 (\(\pm 0.01\)) | 0.53 (\(\pm 0.01\)) |
ZIBinomial | (llperm) | 0.32 (\(\pm 0.01\)) | 0.05 (\(\pm 0.00\)) | 0.32 (\(\pm 0.01\)) | 0.73 (\(\pm 0.01\)) |
BetaBinomial | (loglik) | 0.14 (\(\pm 0.01\)) | 0.11 (\(\pm 0.00\)) | 0.08 (\(\pm 0.00\)) | 0.59 (\(\pm 0.01\)) |
BetaBinomial | (llperm) | 0.08 (\(\pm 0.00\)) | 0.06 (\(\pm 0.00\)) | 0.07 (\(\pm 0.00\)) | 0.58 (\(\pm 0.01\)) |
ZIBetaBinomial | (loglik) | 0.34 (\(\pm 0.01\)) | 0.10 (\(\pm 0.00\)) | 0.23 (\(\pm 0.01\)) | 0.64 (\(\pm 0.01\)) |
ZIBetaBinomial | (llperm) | 0.26 (\(\pm 0.00\)) | 0.05 (\(\pm 0.00\)) | 0.26 (\(\pm 0.01\)) | 0.68 (\(\pm 0.01\)) |