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| Thí nghiệm Yếu tố Ngẫu nhiên theo Cụm× | Thí nghiệm Phân thừa số× | |
|---|---|---|
| Lĩnh vực | Thiết kế thí nghiệm | Thiết kế thí nghiệm |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | 1990s (formalized in group-randomized trial literature) | 1945 (Finney); broader development 1950s–1970s by Box, Hunter |
| Người khởi xướng≠ | David M. Murray and colleagues; Allan Donner & Neil Klar | D. J. Finney (formal development); foundations in Ronald Fisher's factorial design work |
| Loại≠ | Experimental design | Quantitative experimental design |
| Công trình gốc≠ | Murray, D. M. (1998). Design and Analysis of Group-Randomized Trials. Oxford University Press. ISBN: 978-0195120912 | 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 |
| Tên gọi khác | cluster-randomized factorial design, group-randomized factorial trial, CRT factorial, clustered factorial experiment | fractional factorial design, FFD, 2^(k-p) design, fractional replication |
| Liên quan≠ | 5 | 4 |
| Tóm tắt≠ | A cluster randomized factorial experiment assigns intact groups (clusters such as schools, clinics, or communities) at random to all combinations of two or more treatment factors, enabling simultaneous evaluation of multiple interventions and their interactions while respecting the natural grouping of participants. It merges the logistical and ethical advantages of cluster randomization with the efficiency of factorial design. | 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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