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meteorits
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]
[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
Previous versions and publish date:
0.1.0 (2019-10-07 16:40)
Other packages that cited meteorits R package
View meteorits citation profile
Other R packages that meteorits depends,
imports, suggests or enhances
Functions, R codes and Examples using
the meteorits R package
Some associated functions: ModelNMoE-class . ModelSNMoE-class . ModelStMoE-class . ModelTMoE-class . ParamNMoE-class . ParamSNMoE-class . ParamStMoE-class . ParamTMoE-class . StatNMoE-class . StatSNMoE-class . StatStMoE-class . StatTMoE-class . emNMoE . emSNMoE . emStMoE . emTMoE . meteorits-package . sampleUnivNMoE . sampleUnivSNMoE . sampleUnivSTMoE . sampleUnivTMoE . tempanomalies .
Some associated R codes: ModelNMoE.R . ModelSNMoE.R . ModelStMoE.R . ModelTMoE.R . ParamNMoE.R . ParamSNMoE.R . ParamStMoE.R . ParamTMoE.R . RcppExports.R . StatNMoE.R . StatSNMoE.R . StatStMoE.R . StatTMoE.R . data-tempanomalies.R . emNMoE.R . emSNMoE.R . emStMoE.R . emTMoE.R . logsumexp.R . meteorits-package.R . sampleUnivNMoE.R . sampleUnivSNMoE.R . sampleUnivStMoE.R . sampleUnivTMoE.R . utils.R . Full meteorits package functions and examples
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