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R Package clickstream: Analyzing Clickstream Data with Markov Chains

delete2016-01-01
delete26
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Michael Scholz *
DOI:10.18637/jss.v074.i04delete
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摘要

摘要

En 中文
Clickstream analysis is a useful tool for investigating consumer behavior, market research and software testing. I present the clickstream package which provides functionality for reading, clustering, analyzing and writing clickstreams in R. The package allows for a modeling of lists of clickstreams as zero-, first- and higher-order Markov chains. I illustrate the application of clickstream for a list of representative clickstreams from an online store.
Keyword:
clickstream
Markov chain
R

期刊

Journal of Statistical Software 封面图
Journal of Statistical Software
IF:
8.1
论文数:
622
被引数:
4.6W

机构

U
University of Passau
学者数:
692
论文数: 680
被引数: 515