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

## Documentation for package ‘meteorits’ version 0.1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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)