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 21 Nov. 2024.
Previous versions and publish date:
No previous versions
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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