Other packages > Find by keyword >

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 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:39), 0.1.0 (2021-04-19 10:50)
Other packages that cited fitmix R package
View fitmix citation profile
Other R packages that fitmix depends, imports, suggests or enhances
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA