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markovchain (version 0.1.1)

Easy Handling Discrete Time Markov Chains

Description

Functions and S4 methods to create and manage discrete time Markov chains (DTMC) more easily. In addition functions to perform statistical (fitting and drawing random variates) and probabilistic (analysis of DTMC proprieties) analysis are provided.

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Version

Install

install.packages('markovchain')

Monthly Downloads

7,544

Version

0.1.1

License

GPL-2

Maintainer

Giorgio Spedicato

Last Published

February 21st, 2015

Functions in markovchain (0.1.1)

preproglucacon

Preprogluccacon DNA protein bases sequences

conditionalDistribution

conditionalDistribution of a Markov Chain

states

Defined states of a transition matrix

rain

Alofi island daily rainfall

rmarkovchain

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

markovchainList-class

Class "markovchainList"

markovchainListFit

Fit a markovchainList

holson

Holson data set

markovchain-class

Class "markovchain"

markovchain-package

Easy Handling Discrete Time Markov Chains

firstPassage

First passage across states

is.irreducible

Function to check if a Markov chain is irreducible

absorbingStates

Various function to perform statistical and probabilistic analysis

blanden

Mobility between income quartiles

transitionProbability

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

markovchainFit

Function to fit a discrete Markov chain

steadyStates

Stationary states of a markovchain objeect

is.accessible

Verify if a state j is reachable from state i.

craigsendi

CD4 cells counts on HIV Infects between zero and six month