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| Факторен полеви експеримент× | Пълен факторен експеримент× | |
|---|---|---|
| Област | Планиране на експеримента | Планиране на експеримента |
| Семейство | Process / pipeline | Process / pipeline |
| Година на възникване≠ | 1920s–1935 (Fisher's foundational work); widely applied through 20th century | 1926 (Fisher's foundational paper); codified by the 1950s–1960s |
| Създател≠ | Ronald A. Fisher (factorial principle); extended to field settings in agricultural and social sciences | Ronald A. Fisher |
| Тип | Experimental design | Experimental design |
| Основополагащ източник≠ | Fisher, 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 |
| Други названия | factorial design in the field, field factorial design, multi-factor field trial, factorial field trial | full factorial design, complete factorial design, 2^k factorial design, FFD |
| Свързани≠ | 5 | 6 |
| Резюме≠ | A 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 full factorial experiment runs every possible combination of all chosen factor levels, making it the gold standard for simultaneously estimating main effects, two-way interactions, and higher-order interactions among multiple independent variables. Introduced through Ronald Fisher's foundational work on factorial designs in the 1920s and systematised by Box, Hunter, and Montgomery, it provides complete information about how factors act individually and in combination on an outcome. |
| ScholarGateНабор от данни ↗ |
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