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Analysis and Interpretation

  • Claes Wohlin,
  • Per Runeson,
  • Martin Höst,
  • Magnus C. Ohlsson,
  • Björn Regnell,
  • Anders Wesslén

摘要

The data collected in the operation step is input to the analysis and interpretation step in the experiment process. This step includes three sub-steps: descriptive statistics, data set reduction, and hypothesis testing. The chapter introduces several statistical analysis methods for the three sub-steps typically used when analyzing data from experiments. The statistical analysis methods are illustrated using software engineering examples. Moreover, the chapter briefly discusses the use of statistical tools.