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Posted to dev@bigtop.apache.org by "RJ Nowling (JIRA)" <ji...@apache.org> on 2015/07/12 17:41:06 UTC

[jira] [Created] (BIGTOP-1931) Add multinomial product purchasing model to BPS Data Generator

RJ Nowling created BIGTOP-1931:
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             Summary: Add multinomial product purchasing model to BPS Data Generator
                 Key: BIGTOP-1931
                 URL: https://issues.apache.org/jira/browse/BIGTOP-1931
             Project: Bigtop
          Issue Type: New Feature
          Components: blueprints
    Affects Versions: 0.8.0
            Reporter: RJ Nowling
            Assignee: RJ Nowling


My recent analysis have found problems with our [Markov models|http://rnowling.github.io/math/2015/07/06/bps-product-markov-model.html].  I proposed a [multinomial model|http://rnowling.github.io/math/2015/07/07/bps-product-multinomial.html] and demonstrated that it could produce data amenable to [segmentation|http://rnowling.github.io/math/2015/07/11/customer-segmentation-bps-multinomial.html].  I'd like to add this multinomial model to the BPS data generator, make it the new default model, and evaluate it for a while.



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