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| samurais-package | SaMUraiS: StAtistical Models for the UnsupeRvised segmentAtIon of time-Series |
| emHMMR | emHMMR implemens the EM (Baum-Welch) algorithm to fit a HMMR model. |
| emMHMMR | emMHMMR implemens the EM (Baum-Welch) algorithm to fit a MHMMR model. |
| emMRHLP | emMRHLP implemens the EM algorithm to fit a MRHLP model. |
| emRHLP | emRHLP implements the EM algorithm to fit a RHLP model. |
| fitPWRFisher | fitPWRFisher implements an optimized dynamic programming algorithm to fit a PWR model. |
| hmmProcess | hmmProcess calculates the probability distribution of a random process following a Markov chain |
| MData | A Reference Class which represents multivariate data. |
| MData-class | A Reference Class which represents multivariate data. |
| mkStochastic | mkStochastic ensures that it is a stochastic vector, matrix or array. |
| ModelHMMR | A Reference Class which represents a fitted HMMR model. |
| ModelHMMR-class | A Reference Class which represents a fitted HMMR model. |
| ModelMHMMR | A Reference Class which represents a fitted MHMMR model. |
| ModelMHMMR-class | A Reference Class which represents a fitted MHMMR model. |
| ModelMRHLP | A Reference Class which represents a fitted MRHLP model. |
| ModelMRHLP-class | A Reference Class which represents a fitted MRHLP model. |
| ModelPWR | A Reference Class which represents a fitted PWR model. |
| ModelPWR-class | A Reference Class which represents a fitted PWR model. |
| ModelRHLP | A Reference Class which represents a fitted RHLP model. |
| ModelRHLP-class | A Reference Class which represents a fitted RHLP model. |
| multivrealdataset | Time series representing the three acceleration components recorded over time with body mounted accelerometers during the activity of a given person. |
| multivtoydataset | A simulated non-stationary multidimensional time series with regime changes. |
| ParamHMMR | A Reference Class which contains parameters of a HMMR model. |
| ParamHMMR-class | A Reference Class which contains parameters of a HMMR model. |
| ParamMHMMR | A Reference Class which contains parameters of a MHMMR model. |
| ParamMHMMR-class | A Reference Class which contains parameters of a MHMMR model. |
| ParamMRHLP | A Reference Class which contains the parameters of a MRHLP model. |
| ParamMRHLP-class | A Reference Class which contains the parameters of a MRHLP model. |
| ParamPWR | A Reference Class which contains the parameters of a PWR model. |
| ParamPWR-class | A Reference Class which contains the parameters of a PWR model. |
| ParamRHLP | A Reference Class which contains parameters of a RHLP model. |
| ParamRHLP-class | A Reference Class which contains parameters of a RHLP model. |
| samurais | SaMUraiS: StAtistical Models for the UnsupeRvised segmentAtIon of time-Series |
| selectHMMR | selectHMMR implements a model selection procedure to select an optimal HMMR model with unknown structure. |
| selectMHMMR | selectMHMMR implements a model selection procedure to select an optimal MHMMR model with unknown structure. |
| selectMRHLP | selecMRHLP implements a model selection procedure to select an optimal MRHLP model with unknown structure. |
| selectRHLP | selecRHLP implements a model selection procedure to select an optimal RHLP model with unknown structure. |
| StatHMMR | A Reference Class which contains statistics of a HMMR model. |
| StatHMMR-class | A Reference Class which contains statistics of a HMMR model. |
| StatMHMMR | A Reference Class which contains statistics of a MHMMR model. |
| StatMHMMR-class | A Reference Class which contains statistics of a MHMMR model. |
| StatMRHLP | A Reference Class which contains statistics of a MRHLP model. |
| StatMRHLP-class | A Reference Class which contains statistics of a MRHLP model. |
| StatPWR | A Reference Class which contains statistics of a PWR model. |
| StatPWR-class | A Reference Class which contains statistics of a PWR model. |
| StatRHLP | A Reference Class which contains statistics of a RHLP model. |
| StatRHLP-class | A Reference Class which contains statistics of a RHLP model. |
| univrealdataset | Time series representing the electrical power consumption during a railway switch operation |
| univtoydataset | A simulated non-stationary time series with regime changes. |