Analyzes Clickstreams Based on Markov Chains


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Documentation for package ‘clickstream’ version 1.2.0

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clickstream-package Analyzes Clickstreams Based on Markov Chains
+-method Class '"Pattern"'
absorbingStates Returns All Absorbing States
absorbingStates-method Returns All Absorbing States
as.transactions Coerces a Clickstream Object to a Transactions Object
clickstream Analyzes Clickstreams Based on Markov Chains
clusterClickstreams Performs K-Means Clustering on a List of Clickstreams
fitMarkovChain Fits a List of Clickstreams to a Markov Chain
frequencies Generates a Data Frame of State Frequencies for All Clickstreams in a List of Clickstreams
hmPlot Plots a Heatmap
hmPlot-method Plots a Heatmap
initialize-method Class '"Pattern"'
MarkovChain-class Class '"MarkovChain"'
MarkovChain-class-method Class '"MarkovChain"'
Pattern-class Class '"Pattern"'
Pattern-class-method Class '"Pattern"'
plot-method Class '"MarkovChain"'
predict-method Predicts the Next Click(s) of a User
predict.ClickstreamClusters Predicts the Cluster for a Given Pattern Object
print.ClickstreamClusters Prints a ClickstreamClusters Object
print.Clickstreams Prints a Clickstreams Object
print.MarkovChainSummary Prints the Summary of a MarkovChain Object
randomClicks Generates a Sequence of Clicks
randomClicks-method Generates a Sequence of Clicks
randomClickstreams Generates a List of Clickstreams
readClickstreams Reads a List of Clickstreams from File
show Class '"Pattern"'
show-method Class '"MarkovChain"'
show-method Shows a 'Pattern' Object
states Returns All States
states-method Returns All States
summary-method Prints the Summary of a MarkovChain Object
summary-methods Prints the Summary of a MarkovChain Object
summary.ClickstreamClusters Prints a Summary of a ClickstreamCluster Object
summary.Clickstreams Prints a Summary of a Clickstreams Object
transientStates Returns All Transient States
transientStates-method Returns All Transient States
writeClickstreams Writes a List of Clickstreams to File