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clickstream (version 1.0)

Analyzes click streams based on Markov chains

Description

This package allows modeling click streams with Markov chains. It supports to model click streams as zero-order, first-order or higher-order Markov chains.

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Version

Install

install.packages('clickstream')

Monthly Downloads

424

Version

1.0

License

GPL-2

Maintainer

Michael Scholz

Last Published

February 28th, 2014

Functions in clickstream (1.0)

clickstream-package

Analyzes click streams based on Markov chains

fitMarkovChain

Fits a list of click streams to a Markov chain

print.Clickstreams

Prints a list of click streams

absorbingStates-methods

Returns all absorbing states

MarkovChain-class

Class "MarkovChain"

randomClicks-methods

Generates a sequence of clicks

summary-methods

Prints a summary of a MarkovChain object

predict-methods

Predicts the next click(s) of a user

summary.Clickstreams

Prints a summary of a list of click streams

states-methods

Returns all states

randomClickstreams

Generates a list of click streams

readClickstreams

Reads a list of click streams from a file

transientStates-methods

Returns all transient states

print.MarkovChainSummary

Prints the summary of a MarkovChain object

Pattern-class

Class "Pattern"