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Pilot fractional factorial experiment

Pilot fractional factorial experiment is a small-scale preliminary study that uses a fractional factorial design — testing only a subset of all possible factor combinations — to screen multiple factors simultaneously before committing to a full-scale investigation. It provides early estimates of effect sizes, variance, and feasibility at substantially reduced cost and participant burden compared to a full factorial pilot or a full-scale trial.

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Avoti

  1. Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443
  2. Thabane, L., Ma, J., Chu, R., Cheng, J., Ismaila, A., Rios, L. P., Robson, R., Thabane, M., Giangregorio, L., & Goldsmith, C. H. (2010). A tutorial on pilot studies: The what, why and how. BMC Medical Research Methodology, 10(1), 1. DOI: 10.1186/1471-2288-10-1

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ScholarGate. (2026, June 3). Pilot Fractional Factorial Experiment. ScholarGate. https://scholargate.app/lv/experimental-design/pilot-fractional-factorial-experiment

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ScholarGatePilot Fractional Factorial Experiment (Pilot Fractional Factorial Experiment). Izgūts 2026-06-17 no https://scholargate.app/lv/experimental-design/pilot-fractional-factorial-experiment · Datu kopa: https://doi.org/10.5281/zenodo.20539026