Man pages for samurais
Statistical Models for the Unsupervised Segmentation of Time-Series ('SaMUraiS')

emHMMRemHMMR implemens the EM (Baum-Welch) algorithm to fit a HMMR...
emMHMMRemMHMMR implemens the EM (Baum-Welch) algorithm to fit a...
emMRHLPemMRHLP implemens the EM algorithm to fit a MRHLP model.
emRHLPemRHLP implements the EM algorithm to fit a RHLP model.
fitPWRFisherfitPWRFisher implements an optimized dynamic programming...
hmmProcesshmmProcess calculates the probability distribution of a...
MData-classA Reference Class which represents multivariate data.
mkStochasticmkStochastic ensures that it is a stochastic vector, matrix...
ModelHMMR-classA Reference Class which represents a fitted HMMR model.
ModelMHMMR-classA Reference Class which represents a fitted MHMMR model.
ModelMRHLP-classA Reference Class which represents a fitted MRHLP model.
ModelPWR-classA Reference Class which represents a fitted PWR model.
ModelRHLP-classA Reference Class which represents a fitted RHLP model.
multivrealdatasetTime series representing the three acceleration components...
multivtoydatasetA simulated non-stationary multidimensional time series with...
ParamHMMR-classA Reference Class which contains parameters of a HMMR model.
ParamMHMMR-classA Reference Class which contains parameters of a MHMMR model.
ParamMRHLP-classA Reference Class which contains the parameters of a MRHLP...
ParamPWR-classA Reference Class which contains the parameters of a PWR...
ParamRHLP-classA Reference Class which contains parameters of a RHLP model.
samurais-packageSaMUraiS: StAtistical Models for the UnsupeRvised...
selectHMMRselectHMMR implements a model selection procedure to select...
selectMHMMRselectMHMMR implements a model selection procedure to select...
selectMRHLPselecMRHLP implements a model selection procedure to select...
selectRHLPselecRHLP implements a model selection procedure to select an...
StatHMMR-classA Reference Class which contains statistics of a HMMR model.
StatMHMMR-classA Reference Class which contains statistics of a MHMMR model.
StatMRHLP-classA Reference Class which contains statistics of a MRHLP model.
StatPWR-classA Reference Class which contains statistics of a PWR model.
StatRHLP-classA Reference Class which contains statistics of a RHLP model.
univrealdatasetTime series representing the electrical power consumption...
univtoydatasetA simulated non-stationary time series with regime changes.
samurais documentation built on July 28, 2019, 5:02 p.m.