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Fits the lifespan datasets of biological systems such as yeast, fruit flies, and other similar biological units with well-known finite mixture models introduced by Farewell V. (1982) <doi:10.2307/2529885> and Al-Hussaini et al. (2000) <doi:10.1080/00949650008812033>. Estimates parameter space fitting of a lifespan dataset with finite mixtures of parametric distributions. Computes the following tasks; 1) Estimates parameter space of the finite mixture model by implementing the expectation maximization (EM) algorithm. 2) Finds a sequence of four goodness-of-fit measures consist of Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Kolmogorov-Smirnov (KS), and log-likelihood (log-likelihood) statistics. 3)The initial values is determined by k-means clustering.
Version: | 0.1.0 |
Depends: | R (≥ 3.1.0) |
Imports: | stats |
Suggests: | rmarkdown, knitr |
Published: | 2021-04-19 |
DOI: | 10.32614/CRAN.package.fitmix |
Author: | Emine Guven |
Maintainer: | Emine Guven <emine.guven33 at gmail.com> |
License: | GPL-3 |
URL: | https://github.com/guven-code/fitmix/ |
NeedsCompilation: | no |
CRAN checks: | fitmix results |
Reference manual: | fitmix.pdf |
Package source: | fitmix_0.1.0.tar.gz |
Windows binaries: | r-devel: fitmix_0.1.0.zip, r-release: fitmix_0.1.0.zip, r-oldrel: fitmix_0.1.0.zip |
macOS binaries: | r-release (arm64): fitmix_0.1.0.tgz, r-oldrel (arm64): fitmix_0.1.0.tgz, r-release (x86_64): fitmix_0.1.0.tgz, r-oldrel (x86_64): fitmix_0.1.0.tgz |
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