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The Minorize-Maximization(MM) algorithm based on Assembly-Decomposition(AD) technology can be used for model estimation of parametric models, semi-parametric models and non-parametric models. We selected parametric models including left truncated normal distribution, type I multivariate zero-inflated generalized poisson distribution and multivariate compound zero-inflated generalized poisson distribution; semiparametric models include Cox model and gamma frailty model; nonparametric model is estimated for type II interval-censored data. These general methods are proposed based on the following papers, Tian, Huang and Xu (2019) <doi:10.5705/SS.202016.0488>, Huang, Xu and Tian (2019) <doi:10.5705/ss.202016.0516>, Zhang and Huang (2022) <doi:10.1117/12.2642737>.
Version: | 1.0.0 |
Depends: | R (≥ 3.5.0) |
Imports: | stats, grDevices, survival |
Published: | 2023-07-08 |
DOI: | 10.32614/CRAN.package.MMAD |
Author: | Xifen Huang [aut], Dengge Liu [aut, cre], Yunpeng Zhou [ctb] |
Maintainer: | Dengge Liu <dongge_adam at 126.com> |
License: | GPL (≥ 3) |
NeedsCompilation: | no |
CRAN checks: | MMAD results |
Reference manual: | MMAD.pdf |
Package source: | MMAD_1.0.0.tar.gz |
Windows binaries: | r-devel: MMAD_1.0.0.zip, r-release: MMAD_1.0.0.zip, r-oldrel: MMAD_1.0.0.zip |
macOS binaries: | r-release (arm64): MMAD_1.0.0.tgz, r-oldrel (arm64): MMAD_1.0.0.tgz, r-release (x86_64): MMAD_1.0.0.tgz, r-oldrel (x86_64): MMAD_1.0.0.tgz |
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