Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')

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Documentation for package ‘flamingos’ version 0.1.0

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

Help Pages

flamingos-package	FLaMingos: Functional Latent datA Models for clusterING heterogeneOus curveS
cemMixRHLP	cemMixRHLP implements the CEM algorithm to fit a MixRHLP model.
emMixHMM	emMixHMM implemens the EM (Baum-Welch) algorithm to fit a mixture of HMM models.
emMixHMMR	emMixHMMR implements the EM algorithm to fit a mixture if HMMR models.
emMixRHLP	emMixRHLP implements the EM algorithm to fit a mixture of RHLP models.
FData	A Reference Class which represents functional data.
FData-class	A Reference Class which represents functional data.
flamingos	FLaMingos: Functional Latent datA Models for clusterING heterogeneOus curveS
mkStochastic	mkStochastic ensures that it is a stochastic vector, matrix or array.
ModelMixHMM	A Reference Class which represents a fitted Mixture of HMM model.
ModelMixHMM-class	A Reference Class which represents a fitted Mixture of HMM model.
ModelMixHMMR	A Reference Class which represents a fitted mixture of HMMR model.
ModelMixHMMR-class	A Reference Class which represents a fitted mixture of HMMR model.
ModelMixRHLP	A Reference Class which represents a fitted mixture of RHLP model.
ModelMixRHLP-class	A Reference Class which represents a fitted mixture of RHLP model.
ParamMixHMM	A Reference Class which contains parameters of a mixture of HMM models.
ParamMixHMM-class	A Reference Class which contains parameters of a mixture of HMM models.
ParamMixHMMR	A Reference Class which contains parameters of a mixture of HMMR models.
ParamMixHMMR-class	A Reference Class which contains parameters of a mixture of HMMR models.
ParamMixRHLP	A Reference Class which contains parameters of a mixture of RHLP models.
ParamMixRHLP-class	A Reference Class which contains parameters of a mixture of RHLP models.
StatMixHMM	A Reference Class which contains statistics of a mixture of HMM model.
StatMixHMM-class	A Reference Class which contains statistics of a mixture of HMM model.
StatMixHMMR	A Reference Class which contains statistics of a mixture of HMMR models.
StatMixHMMR-class	A Reference Class which contains statistics of a mixture of HMMR models.
StatMixRHLP	A Reference Class which contains statistics of a mixture of RHLP models.
StatMixRHLP-class	A Reference Class which contains statistics of a mixture of RHLP models.
toydataset	A dataset composed of simulated time series with regime changes.