Other packages > Find by keyword >

MLModelSelection  

Model Selection in Multivariate Longitudinal Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MLModelSelection", "1.0")



Attach the package and use:
library("MLModelSelection")
Maintained by
Kuo-Jung Lee
[Scholar Profile | Author Map]
First Published: 2020-03-20
Latest Update: 2020-03-20
Description:
An efficient Gibbs sampling algorithm is developed for Bayesian multivariate longitudinal data analysis with the focus on selection of important elements in the generalized autoregressive matrix. It provides posterior samples and estimates of parameters. In addition, estimates of several information criteria such as Akaike information criterion (AIC), Bayesian information criterion (BIC), deviance information criterion (DIC) and prediction accuracy such as the marginal predictive likelihood (MPL) and the mean squared prediction error (MSPE) are provided for model selection.
How to cite:
Kuo-Jung Lee (2020). MLModelSelection: Model Selection in Multivariate Longitudinal Data Analysis. R package version 1.0, https://cran.r-project.org/web/packages/MLModelSelection. Accessed 01 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited MLModelSelection R package
View MLModelSelection citation profile
Other R packages that MLModelSelection depends, imports, suggests or enhances
Complete documentation for MLModelSelection
Functions, R codes and Examples using the MLModelSelection R package
Some associated functions: MLModelSelectionMCMC . SimulatedData . 
Some associated R codes: RcppExports.R .  Full MLModelSelection package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for MLModelSelection02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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