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ZIPG: Zero-Inflated Poisson-Gamma Regression
We provide a flexible Zero-inflated Poisson-Gamma Model (ZIPG) by connecting both the mean abundance and the variability to different covariates, and build valid statistical inference procedures for both parameter estimation and hypothesis testing. These functions can be used to analyze microbiome count data with zero-inflation and overdispersion. The model is discussed in Jiang et al (2023) <doi:10.1080/01621459.2022.2151447>.
Getting started
Browse package contents
Package details |
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| Author | Roulan Jiang [aut, cre], Tianying Wang [aut] |
| Maintainer | Roulan Jiang <roulan2000@gmail.com> |
| License | GPL (>= 2) |
| Version | 1.1 |
| URL | https://github.com/roulan2000/ZIPG |
| Package repository | View on CRAN |
| Installation |
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