Function to infer the hyperparameters for Bayesian inference from an a priori matrix or a data set
Check if CTMC is irreducible
Markov Chain class
markovchainListFit
Non homogeneus discrete time Markov Chains class
An S4 class for representing High Order Multivariate Markovchain (HOMMC)
Function to display the details of hommc object
Calculating probability from a ctmc object
Function to check if a Markov chain is irreducible (i.e. ergodic)
Returns an Identity matrix
Check if a DTMC is regular
Function to fit a discrete Markov chain
multinomialConfidenceIntervals
A function to compute multinomial confidence intervals of DTMC
Method to retrieve name of markovchain object
Mean recurrence time
Example from Kullback and Kupperman Tests for Contingency Tables
priorDistribution
Easy Handling Discrete Time Markov Chains
Various function to perform structural analysis of DTMC
Function to generate a sequence of states from homogeneous Markov chains.
An S4 class for representing Imprecise Continuous Time Markovchains
Calculating full conditional probability using lower rate transition matrix
return a joint pdf of the number of visits to the various states of the DTMC
Returns the states for a Markov chain object
Simulate a higher order multivariate markovchain
Mean absorption time
Stationary states of a markovchain
object
Various functions to perform statistical inference of DTMC
Method to set name of markovchain object
Function to get the transition probabilities from initial
to subsequent states.
Return the generator matrix for a corresponding transition matrix
Function to generate a sequence of states from homogeneous or non-homogeneous Markov chains.
Sales Demand Sequences
Defined states of a transition matrix
Verify if a state j is reachable from state i.
checks if ctmc object is time reversible
Mean num of visits for markovchain, starting at each state
Mean First Passage Time for irreducible Markov chains
predictiveDistribution
rctmc
Alofi island daily rainfall
Preprogluccacon DNA protein bases sequences
Single Year Corporate Credit Rating Transititions
Matrix to create zeros
Expected Rewards for a markovchain
CD4 cells counts on HIV Infects between zero and six month
conditionalDistribution
of a Markov Chain
Returns expected hitting time from state i to state j
Function to fit a CTMC
Absorption probabilities
Calculates committor of a markovchain object with respect to set A, B
HigherOrderMarkovChain-class
Higher order Markov Chains class
Hitting probabilities for markovchain
Functions to fit a higher order Markov chain
Returns a generator matrix corresponding to frequency matrix
expectedRewardsBeforeHittingA
Expected first passage Rewards for a set of states in a markovchain
function to calculate first passage probabilities
generatorToTransitionMatrix
Function to obtain the transition matrix from the generator
First passage across states
Holson data set
Continuous time Markov Chains class
Mobility between income quartiles
Function to fit Higher Order Multivariate Markov chain