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Using Time Series Models for Defect Prediction in Software Release Planning

This Git repo contains the thesis work for my Master's degree in Computational Science. For an in-depth look at the work being done here, see the proposal document.

Directory Organization

  • data - Data collected from SW project issue tracking systems (e.g. JIRA).
  • src - Scripts for executing data and modeling methodology:
    • Data extraction/cleansing and sampling
    • Stationarity testing, model specification & estimation, model diagnostics checking, and model selection
  • doc - Documents for
    • proposal - Thesis proposal document being generated by LaTeX files. Describes all facets of the thesis: introduction, motivation, background, methodology, and results (so far).
    • SEKE short paper - Short paper version of proposal document formatted for submission to the SEKE 2015 conference.

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Thesis work for my Master's program

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