Easy Handling Discrete Time Markov Chains

absorbingStates | Various function to perform structural analysis of DTMC |

blanden | Mobility between income quartiles |

committorAB | Calculates committor of a markovchain object with respect to... |

conditionalDistribution | 'conditionalDistribution' of a Markov Chain |

craigsendi | CD4 cells counts on HIV Infects between zero and six month |

ctmc-class | Class '"ctmc"' |

ctmcFit | Function to fit a CTMC |

expectedRewards | Expected Rewards for a markovchain |

expectedRewardsforA | Expected first passage Rewards for a set of states in a... |

ExpectedTime | Returns expected hitting time from state i to state j |

firstPassage | First passage across states |

firstPassageMultiple | function to calculate first passage probabilities |

fitHigherOrderMarkovChain | Functions to fit a higher order Markov chain |

fitHighOrderMultivarMC | Function to fit Higher Order Multivariate Markov chain |

freq2Generator | Returns a generator matrix corresponding to frequency matrix |

generatorToTransitionMatrix | Function to obtain the transition matrix from the generator. |

getName | Method to retrieve name of markovchain object |

HigherOrderMarkovChain-class | Class '"HigherOrderMarkovChain"' |

holson | Holson data set |

hommc-class | An S4 class for representing High Order Multivariate... |

hommc-show | Function to display the details of hommc object |

ictmc-class | An S4 class for representing Imprecise Continuous Time... |

impreciseProbabilityatT | Calculating full conditional probability using lower rate... |

inferHyperparam | Function to infer the hyperparameters for Bayesian inference... |

is.accessible | Verify if a state j is reachable from state i. |

is.CTMCirreducible | Check if CTMC is irreducible |

is.irreducible | Function to check if a Markov chain is irreducible |

is.TimeReversible | checks if ctmc object is time reversible |

kullback | Example from Kullback and Kupperman Tests for Contingency... |

markovchain-class | Class '"markovchain"' |

markovchainFit | Function to fit a discrete Markov chain |

markovchainList-class | Class '"markovchainList"' |

markovchainListFit | markovchainListFit |

markovchain-package | Easy Handling Discrete Time Markov Chains |

markovchainSequence | Function to generate a sequence of states from homogeneous... |

multinomialConfidenceIntervals | A function to compute multinomial confidence intervals of... |

noofVisitsDist | return a joint pdf of the number of visits to the various... |

predictHommc | Simulate a higher order multivariate markovchain |

predictiveDistribution | Function to compute the probability of observing a new data... |

preproglucacon | Preprogluccacon DNA protein bases sequences |

priorDistribution | Prior Distribution |

probabilityatT | Calculating probability from a ctmc object |

rain | Alofi island daily rainfall |

rctmc | Function to generate a sequence of random CTMC transitions. |

rmarkovchain | Function to generate a sequence of states from homogeneous or... |

sales | Sales Demand Sequences |

setName | Method to set name of markovchain object |

states | Defined states of a transition matrix |

statisticalTests | Various functions to perform statistical inference of DTMC |

steadyStates | Stationary states of a 'markovchain' objeect |

tm_abs | Single Year Corporate Credit Rating Transititions |

transition2Generator | Return the generator matrix for a corresponding transition... |

transitionProbability | Function to get the transition probabilities from initial to... |

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