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Fewer Experiments

Analysis for Fractional Factorial Designs

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Basics of Software Engineering Experimentation
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Abstract

As the number of factors in a 2k factorial design increases, the number of experiments required to get a full replication soon exceeds the resources of most experimenters. For example, a full replication of a 26 design calls for 64 experiments. Only 6 of 63 degrees of freedom correspond to principal effects in this design and only 15 to two-factor interactions; the other 42 correspond to interactions of three or more factors.

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© 2001 Springer Science+Business Media New York

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Juristo, N., Moreno, A.M. (2001). Fewer Experiments. In: Basics of Software Engineering Experimentation. Springer, Boston, MA. https://doi.org/10.1007/978-1-4757-3304-4_12

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  • DOI: https://doi.org/10.1007/978-1-4757-3304-4_12

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4419-5011-6

  • Online ISBN: 978-1-4757-3304-4

  • eBook Packages: Springer Book Archive

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