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Eksperiment Faltorial në Fushë×Eksperiment Frakcional Faktoriel×
FushaDizajni eksperimentalDizajni eksperimental
FamiljaProcess / pipelineProcess / pipeline
Viti i origjinës1920s–1935 (Fisher's foundational work); widely applied through 20th century1945 (Finney); broader development 1950s–1970s by Box, Hunter
KrijuesiRonald A. Fisher (factorial principle); extended to field settings in agricultural and social sciencesD. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
LlojiExperimental designQuantitative experimental design
Burimi themeluesFisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley-Interscience. ISBN: 978-0471718130
Emërtime të tjerafactorial design in the field, field factorial design, multi-factor field trial, factorial field trialfractional factorial design, FFD, 2^(k-p) design, fractional replication
Të lidhura54
PërmbledhjaA factorial field experiment applies factorial experimental design — simultaneously manipulating two or more independent factors across all combinations of their levels — in a real-world field setting rather than a controlled laboratory. It allows researchers to estimate both main effects and interaction effects of multiple factors on an outcome under ecologically valid conditions, making findings directly relevant to practice.A fractional factorial experiment is a resource-efficient experimental design that tests only a carefully chosen fraction of all possible factor-level combinations. By exploiting the principle that high-order interactions are usually negligible, it identifies the main effects and low-order interactions of k factors using far fewer runs than a full factorial design — making it the workhorse of industrial and engineering screening experiments.
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ScholarGateKrahasoni metodat: Factorial Field Experiment · Fractional Factorial Experiment. Marrë më 2026-06-19 nga https://scholargate.app/sq/compare