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markovchain (version 0.1.0)

Easy Handling Discrete Time Markov Chains

Description

The package contains classes and method to create and manage (plot, print, export for example) discrete time Markov chains (DTMC). In addition it provide functions to perform statistical (fitting and drawing random variates) and probabilistic (analysis of DTMC proprieties) analysis.

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Version

Install

install.packages('markovchain')

Monthly Downloads

7,544

Version

0.1.0

License

GPL-2

Maintainer

Giorgio Spedicato

Last Published

January 4th, 2015

Functions in markovchain (0.1.0)

markovchainListFit

Fit a markovchainList
holson

Holson data set
preproglucacon

Preprogluccacon DNA protein bases sequences
firstPassage

First passage across states
absorbingStates

Various function to perform statistical and probabilistic analysis
steadyStates

Stationary states of a markovchain objeect
conditionalDistribution

conditionalDistribution of a Markov Chain
rmarkovchain

Function to generate a sequence of states from homogeneous or non-homogeneous Markov chains.
markovchain-package

Easy Handling Discrete Time Markov Chains
markovchain-class

Class "markovchain"
markovchainFit

Function to fit a discrete Markov chain
transitionProbability

Function to get the transition probabilities from initial to subsequent status.
rain

Alofi island daily rainfall
states

Defined states of a transition matrix
is.irreducible

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

Verify if a state j is reachable from state i.
craigsendi

CD4 cells counts on HIV Infects between zero and six month
blanden

Mobility between income quartiles
markovchainList-class

Class "markovchainList"