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meteorits  

Mixture-of-Experts Modeling for Complex Non-Normal Distributions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("meteorits", "0.1.1")



Attach the package and use:
library("meteorits")
Maintained by
Florian Lecocq
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-07
Latest Update: 2020-01-10
Description:
Provides a unified mixture-of-experts (ME) modeling and estimation framework with several original and flexible ME models to model, cluster and classify heterogeneous data in many complex situations where the data are distributed according to non-normal, possibly skewed distributions, and when they might be corrupted by atypical observations. Mixtures-of-Experts models for complex and non-normal distributions ('meteorits') are originally introduced and written in 'Matlab' by Faicel Chamroukhi. The references are mainly the following ones. The references are mainly the following ones. Chamroukhi F., Same A., Govaert, G. and Aknin P. (2009) . Chamroukhi F. (2010) . Chamroukhi F. (2015) . Chamroukhi F. (2015) . Chamroukhi F. (2016) . Chamroukhi F. (2016) . Chamroukhi F. (2017) .
How to cite:
Florian Lecocq (2019). meteorits: Mixture-of-Experts Modeling for Complex Non-Normal Distributions. R package version 0.1.1, https://cran.r-project.org/web/packages/meteorits. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2019-10-07 16:40)
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