Easy Handling Discrete Time Markov Chains

absorptionProbabilities | Absorption probabilities |

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 | Continuous time Markov Chains class |

ctmcFit | Function to fit a CTMC |

expectedRewards | Expected Rewards for a markovchain |

expectedRewardsBeforeHittingA | 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 |

fitHigherOrder | 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 | Higher order Markov Chains class |

hittingProbabilities | Hitting probabilities for markovchain |

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 (i.e.... |

is.regular | Check if a DTMC is regular |

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

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

markovchain | Easy Handling Discrete Time Markov Chains |

markovchain-class | Markov Chain class |

markovchainFit | Function to fit a discrete Markov chain |

markovchainList-class | Non homogeneus discrete time Markov Chains class |

markovchainListFit | markovchainListFit |

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

meanAbsorptionTime | Mean absorption time |

meanFirstPassageTime | Mean First Passage Time for irreducible Markov chains |

meanNumVisits | Mean num of visits for markovchain, starting at each state |

meanRecurrenceTime | Mean recurrence time |

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

names | Returns the states for a Markov chain object |

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

ones | Returns an Identity matrix |

predictHommc | Simulate a higher order multivariate markovchain |

predictiveDistribution | predictiveDistribution |

preproglucacon | Preprogluccacon DNA protein bases sequences |

priorDistribution | priorDistribution |

probabilityatT | Calculating probability from a ctmc object |

rain | Alofi island daily rainfall |

rctmc | rctmc |

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' object |

structuralAnalysis | Various function to perform structural analysis of DTMC |

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... |

zeros | Matrix to create zeros |

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