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fitmix  

Finite Mixture Model Fitting of Lifespan Datasets
View on CRAN: Click here


Download and install fitmix package within the R console
Install from CRAN:
install.packages("fitmix")

Install from Github:
library("remotes")
install_github("cran/fitmix")

Install by package version:
library("remotes")
install_version("fitmix", "0.1.0")



Attach the package and use:
library("fitmix")
Maintained by
Emine Guven
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-19
Latest Update: 2021-04-19
Description:
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) and Al-Hussaini et al. (2000) . 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.
How to cite:
Emine Guven (2021). fitmix: Finite Mixture Model Fitting of Lifespan Datasets. R package version 0.1.0, https://cran.r-project.org/web/packages/fitmix. Accessed 22 Dec. 2024.
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Complete documentation for fitmix
Functions, R codes and Examples using the fitmix R package
Some associated functions: dmix . fitmixEM . pmix . rmix . 
Some associated R codes: dmix.R . fitmixEM.R . pmix.R . rmix.R .  Full fitmix package functions and examples
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