Implementation of marginalized models for zero-inflated count data. This package provides a tool to implement an estimation algorithm for the marginalized count models, which directly makes inference on the effect of each covariate on the marginal mean of the outcome. The method involves the marginalized zero-inflated Poisson model described in Long et al. (2014) <doi:10.1002/sim.6293>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.6) |
| Imports: | bbmle, stats |
| Published: | 2022-03-11 |
| DOI: | 10.32614/CRAN.package.mcount |
| Author: | Zhengyang Zhou [aut, cre] Dateng Li [aut] David Huh [aut] Eun-Young Mun [aut] |
| Maintainer: | Zhengyang Zhou <zhengyang.zhou at unthsc.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | mcount results |
| Reference manual: | mcount.html , mcount.pdf |
| Package source: | mcount_1.0.0.tar.gz |
| Windows binaries: | r-devel: mcount_1.0.0.zip, r-release: mcount_1.0.0.zip, r-oldrel: mcount_1.0.0.zip |
| macOS binaries: | r-release (arm64): mcount_1.0.0.tgz, r-oldrel (arm64): mcount_1.0.0.tgz, r-release (x86_64): mcount_1.0.0.tgz, r-oldrel (x86_64): mcount_1.0.0.tgz |
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