CRAN/E | fitmix

fitmix

Finite Mixture Model Fitting of Lifespan Datasets

Installation

About

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.

github.com/guven-code/fitmix/

Key Metrics

Version 0.1.0
R ≥ 3.1.0
Published 2021-04-19 958 days ago
Needs compilation? no
License GPL-3
CRAN checks fitmix results

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Maintainer

Maintainer

Emine Guven

emine.guven33@gmail.com

Authors

Emine Guven

aut / cre

Hong Qin

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.1.0

Imports

stats

Suggests

rmarkdown
knitr