Estimation methods for zero-inflated Poisson factor analysis (ZIPFA) on sparse data. It provides estimates of coefficients in a new type of zero-inflated regression. It provides a cross-validation method to determine the potential rank of the data in the ZIPFA and conducts zero-inflated Poisson factor analysis based on the determined rank.
| Version: | 0.8.1 |
| Depends: | R (≥ 3.2.0) |
| Imports: | Matrix, doParallel, foreach, optimx, trustOptim |
| Published: | 2020-03-31 |
| DOI: | 10.32614/CRAN.package.ZIPFA |
| Author: | Tianchen Xu [aut, cre] (<https://orcid.org/0000-0002-0102-7630>), Ryan T. Demmer [aut], Gen Li [aut] |
| Maintainer: | Tianchen Xu <tx2155 at columbia.edu> |
| BugReports: | https://github.com/zjph602xtc/ZIPFA/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://zjph602xtc.github.io/ZIPFA/, https://arxiv.org/abs/1910.11985 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | ZIPFA results |
| Reference manual: | ZIPFA.html , ZIPFA.pdf |
| Package source: | ZIPFA_0.8.1.tar.gz |
| Windows binaries: | r-devel: ZIPFA_0.8.1.zip, r-release: ZIPFA_0.8.1.zip, r-oldrel: ZIPFA_0.8.1.zip |
| macOS binaries: | r-release (arm64): ZIPFA_0.8.1.tgz, r-oldrel (arm64): ZIPFA_0.8.1.tgz, r-release (x86_64): ZIPFA_0.8.1.tgz, r-oldrel (x86_64): ZIPFA_0.8.1.tgz |
| Old sources: | ZIPFA archive |
Please use the canonical form https://CRAN.R-project.org/package=ZIPFA to link to this page.