Other packages > Find by keyword >

MLEce  

Asymptotic Efficient Closed-Form Estimators for Multivariate Distributions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MLEce", "2.1.0")



Attach the package and use:
library("MLEce")
Maintained by
Jun Zhao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-11
Latest Update: 2023-09-27
Description:
Asymptotic efficient closed-form estimators (MLEces) are provided in this package for three multivariate distributions(gamma, Weibull and Dirichlet) whose maximum likelihood estimators (MLEs) are not in closed forms. Closed-form estimators are strong consistent, and have the similar asymptotic normal distribution like MLEs. But the calculation of MLEces are much faster than the corresponding MLEs. Further details and explanations of MLEces can be found in. Jang, et al. (2023) . Kim, et al. (2023) .
How to cite:
Jun Zhao (2022). MLEce: Asymptotic Efficient Closed-Form Estimators for Multivariate Distributions. R package version 2.1.0, https://cran.r-project.org/web/packages/MLEce. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2022-11-11 16:20), 1.0.1 (2022-11-14 18:30), 2.0.1 (2023-09-25 00:20)
Other packages that cited MLEce R package
View MLEce citation profile
Other R packages that MLEce depends, imports, suggests or enhances
Complete documentation for MLEce
Functions, R codes and Examples using the MLEce R package
Some associated functions: BiGam_CE . BiGam_MME . BiWei_CE . BiWei_ML . BiWei_info . CD2 . Diri_CE . Diri_CE_bt . Diri_MLE . Diri_MME . MLE_est . MLEce . MLEce_est . RNCE_est . Rosen . SD2fun.diri . SD2fun.gam . coef.MLEce . computeTime . cor_method . dBiGam . dBiWei . delta_score_probit . flood . fossil_pollen . gof . llk . plot.MLEce . rBiGam . rBiWei . stbz . summary.MLEce . 
Some associated R codes: BiGam.R . Biwei1.R . Dirichlet.R . MLEce.R .  Full MLEce package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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