markovchain0.10.0 package

Absorption probabilities

Calculates committor of a markovchain object with respect to set A, B

conditionalDistribution of a Markov Chain

Continuous time Markov Chains class

Function to fit a CTMC

Expected Rewards for a markovchain

Expected first passage Rewards for a set of states in a markovchain

Returns expected hitting time from state i to state j

First passage across states

function to calculate first passage probabilities

Functions to fit a higher order Markov chain

Function to fit Higher Order Multivariate Markov chain

Returns a generator matrix corresponding to frequency matrix

Function to obtain the transition matrix from the generator

Method to retrieve name of markovchain object

Higher order Markov Chains class

Hitting probabilities for markovchain

An S4 class for representing High Order Multivariate Markovchain (HOMM...

Function to display the details of hommc object

An S4 class for representing Imprecise Continuous Time Markovchains

Calculating full conditional probability using lower rate transition m...

Function to infer the hyperparameters for Bayesian inference from an a...

Verify if a state j is reachable from state i.

Check if CTMC is irreducible

Function to check if a Markov chain is irreducible (i.e. ergodic)

Check if a DTMC is regular

checks if ctmc object is time reversible

Markov Chain class

Easy Handling Discrete Time Markov Chains

Function to fit a discrete Markov chain

Non homogeneus discrete time Markov Chains class

markovchainListFit

Function to generate a sequence of states from homogeneous Markov chai...

Mean absorption time

Mean First Passage Time for irreducible Markov chains

Mean num of visits for markovchain, starting at each state

Mean recurrence time

A function to compute multinomial confidence intervals of DTMC

Returns the states for a Markov chain object

return a joint pdf of the number of visits to the various states of th...

Returns an Identity matrix

Simulate a higher order multivariate markovchain

predictiveDistribution

priorDistribution

Calculating probability from a ctmc object

rctmc

Function to generate a sequence of states from homogeneous or non-homo...

Method to set name of markovchain object

Defined states of a transition matrix

Various functions to perform statistical inference of DTMC

Stationary states of a markovchain object

Various function to perform structural analysis of DTMC

Return the generator matrix for a corresponding transition matrix

Function to get the transition probabilities from initial to subsequen...

Matrix to create zeros