Mixture-of-Experts Modeling for Complex Non-Normal Distributions

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Documentation for package ‘meteorits’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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meteorits-package	MEteorits: Mixtures-of-ExperTs modEling for cOmplex and non-noRmal dIsTributions
emNMoE	emNMoE implements the EM algorithm to fit a Normal Mixture of Experts (NMoE).
emSNMoE	emSNMoE implements the ECM algorithm to fit a Skew-Normal Mixture of Experts (SNMoE).
emStMoE	emStMoE implements the ECM algorithm to fit a Skew-t Mixture of Experts (StMoE).
emTMoE	emTMoE implements the ECM algorithm to fit a t Mixture of Experts (TMoE).
meteorits	MEteorits: Mixtures-of-ExperTs modEling for cOmplex and non-noRmal dIsTributions
ModelNMoE	A Reference Class which represents a fitted NMoE model.
ModelNMoE-class	A Reference Class which represents a fitted NMoE model.
ModelSNMoE	A Reference Class which represents a fitted SNMoE model.
ModelSNMoE-class	A Reference Class which represents a fitted SNMoE model.
ModelStMoE	A Reference Class which represents a fitted StMoE model.
ModelStMoE-class	A Reference Class which represents a fitted StMoE model.
ModelTMoE	A Reference Class which represents a fitted TMoE model.
ModelTMoE-class	A Reference Class which represents a fitted TMoE model.
ParamNMoE	A Reference Class which contains parameters of a NMoE model.
ParamNMoE-class	A Reference Class which contains parameters of a NMoE model.
ParamSNMoE	A Reference Class which contains parameters of a SNMoE model.
ParamSNMoE-class	A Reference Class which contains parameters of a SNMoE model.
ParamStMoE	A Reference Class which contains parameters of a StMoE model.
ParamStMoE-class	A Reference Class which contains parameters of a StMoE model.
ParamTMoE	A Reference Class which contains parameters of a TMoE model.
ParamTMoE-class	A Reference Class which contains parameters of a TMoE model.
sampleUnivNMoE	Draw a sample from a normal mixture of linear experts model.
sampleUnivSNMoE	Draw a sample from a skew-normal mixture of linear experts model.
sampleUnivStMoE	Draw a sample from a univariate skew-t mixture.
sampleUnivTMoE	Draw a sample from a univariate t mixture of experts (TMoE).
StatNMoE	A Reference Class which contains statistics of a NMoE model.
StatNMoE-class	A Reference Class which contains statistics of a NMoE model.
StatSNMoE	A Reference Class which contains statistics of a SNMoE model.
StatSNMoE-class	A Reference Class which contains statistics of a SNMoE model.
StatStMoE	A Reference Class which contains statistics of a StMoE model.
StatStMoE-class	A Reference Class which contains statistics of a StMoE model.
StatTMoE	A Reference Class which contains statistics of a TMoE model.
StatTMoE-class	A Reference Class which contains statistics of a TMoE model.
tempanomalies	Global Annual Temperature Anomalies (Land Meteorological Stations) (1880-2015)