Other packages > Find by keyword >

ExGaussEstim  

Quantile Maximization Likelihood Estimation and Bayesian Ex-Gaussian Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ExGaussEstim", "0.1.2")



Attach the package and use:
library("ExGaussEstim")
Maintained by
Jean DUMONCEL
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-23
Latest Update: 2023-10-06
Description:
Presents two methods to estimate the parameters 'mu', 'sigma', and 'tau' of an ex-Gaussian distribution. Those methods are Quantile Maximization Likelihood Estimation ('QMLE') and Bayesian. The 'QMLE' method allows a choice between three different estimation algorithms for these parameters : 'neldermead' ('NEMD'), 'fminsearch' ('FMIN'), and 'nlminb' ('NLMI'). For more details about the methods you can refer at the following list: Brown, S., & Heathcote, A. (2003) ; McCormack, P. D., & Wright, N. M. (1964) ; Van Zandt, T. (2000) ; El Haj, A., Slaoui, Y., Solier, C., & Perret, C. (2021) ; Gilks, W. R., Best, N. G., & Tan, K. K. C. (1995) .
How to cite:
Jean DUMONCEL (2022). ExGaussEstim: Quantile Maximization Likelihood Estimation and Bayesian Ex-Gaussian Estimation. R package version 0.1.2, https://cran.r-project.org/web/packages/ExGaussEstim. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.1 (2023-09-25 12:40), 0.1 (2022-08-23 14:50)
Other packages that cited ExGaussEstim R package
View ExGaussEstim citation profile
Other R packages that ExGaussEstim depends, imports, suggests or enhances
Complete documentation for ExGaussEstim
Functions, R codes and Examples using the ExGaussEstim R package
Full ExGaussEstim 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

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
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  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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