BaHZING
Bayesian Hierarchical Zero-Inflated Negative Binomial Regression with G-Computation
Description
A Bayesian model for examining the association between environmental mixtures and all Taxa measured in a hierarchical microbiome dataset in a single integrated analysis. Compared with analyzing the associations of environmental mixtures with each Taxa individually, 'BaHZING' controls Type 1 error rates and provides more stable effect estimates when dealing with small sample sizes.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | ERROR |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | ERROR |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | NOTE |
Check details (14 non-OK)
package dependencies
Package required but not available: ‘phyloseq’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
*
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id
*
*
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id
package dependencies
Package required but not available: ‘phyloseq’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
*
*
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id
Check History
ERROR 5 OK · 7 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Mar 9, 2026
package dependencies
Package required but not available: ‘phyloseq’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id
package dependencies
Package required but not available: ‘phyloseq’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
R code for possible problems
Format_BaHZING: no visible binding for global variable ‘id’ Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id
R code for possible problems
Format_BaHZING: no visible binding for global variable 'id' Undefined global functions or variables: id