clickstream: Analyzes Clickstreams Based on Markov Chains

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A set of tools to read, analyze and write lists of click sequences on websites (i.e., clickstream). A click can be represented by a number, character or string. Clickstreams can be modeled as zero- (only computes occurrence probabilities), first- or higher-order Markov chains.

Author
Michael Scholz
Date of publication
2016-10-14 16:22:46
Maintainer
Michael Scholz <michael.scholz@uni-passau.de>
License
GPL-2
Version
1.1.9

View on CRAN

Man pages

absorbingStates-methods
Returns All Absorbing States
as.transactions
Coerces a Clickstream Object to a Transactions Object
clickstream-package
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...
MarkovChain-class
Class '"MarkovChain"'
Pattern-class
Class '"Pattern"'
predict.ClickstreamClusters
Predicts the Cluster for a Given Pattern Object
predict-methods
Predicts the Next Click(s) of a User
print.ClickstreamClusters
Prints a ClickstreamClusters Object
print.Clickstreams
Prints a Clickstreams Object
print.MarkovChainSummary
Prints the Summary of a MarkovChain Object
randomClicks-methods
Generates a Sequence of Clicks
randomClickstreams
Generates a List of Clickstreams
readClickstreams
Reads a List of Clickstreams from File
show-methods
Shows a 'Pattern' Object
states-methods
Returns All States
summary.ClickstreamClusters
Prints a Summary of a ClickstreamCluster Object
summary.Clickstreams
Prints a Summary of a Clickstreams Object
summary-methods
Prints the Summary of a MarkovChain Object
transientStates-methods
Returns All Transient States
writeClickstreams
Writes a List of Clickstreams to File

Files in this package

clickstream
clickstream/inst
clickstream/inst/CITATION
clickstream/NAMESPACE
clickstream/NEWS
clickstream/R
clickstream/R/clickstream-package.R
clickstream/R/Fitting.r
clickstream/R/Clickstream.r
clickstream/R/Pattern.r
clickstream/R/MarkovChain.r
clickstream/MD5
clickstream/DESCRIPTION
clickstream/man
clickstream/man/summary-methods.Rd
clickstream/man/writeClickstreams.Rd
clickstream/man/summary.ClickstreamClusters.Rd
clickstream/man/clickstream-package.Rd
clickstream/man/print.ClickstreamClusters.Rd
clickstream/man/states-methods.Rd
clickstream/man/randomClicks-methods.Rd
clickstream/man/Pattern-class.Rd
clickstream/man/frequencies.Rd
clickstream/man/fitMarkovChain.Rd
clickstream/man/predict.ClickstreamClusters.Rd
clickstream/man/print.MarkovChainSummary.Rd
clickstream/man/absorbingStates-methods.Rd
clickstream/man/randomClickstreams.Rd
clickstream/man/transientStates-methods.Rd
clickstream/man/readClickstreams.Rd
clickstream/man/predict-methods.Rd
clickstream/man/MarkovChain-class.Rd
clickstream/man/as.transactions.Rd
clickstream/man/summary.Clickstreams.Rd
clickstream/man/clusterClickstreams.Rd
clickstream/man/show-methods.Rd
clickstream/man/print.Clickstreams.Rd