Сравнение на методи
Прегледайте избраните методи един до друг; редовете с разлики са откроени.
| Клъстерно рандомизиран пълен факторен експеримент× | Блокиран пълен факторен експеримент× | |
|---|---|---|
| Област | Планиране на експеримента | Планиране на експеримента |
| Семейство | Process / pipeline | Process / pipeline |
| Година на възникване≠ | Late 20th–early 21st century (formalized ~1998–2014) | 1935 (Fisher); systematized through 20th-century DOE literature |
| Създател≠ | Synthesis of cluster randomization (Murray, 1998) and factorial design traditions (Fisher, 1935; Collins et al., 2014) | R. A. Fisher (blocking principle); full factorial DOE tradition |
| Тип | Experimental design | Experimental design |
| Основополагащ източник≠ | Murray, D. M. (1998). Design and Analysis of Group-Randomized Trials. Oxford University Press. ISBN: 978-0195120264 | Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119113478 |
| Други названия | cluster RCT full factorial, group-randomized full factorial design, CRT full factorial, cluster full factorial trial | blocked full factorial design, full factorial with blocking, complete factorial blocked design, BFF design |
| Свързани≠ | 6 | 4 |
| Резюме≠ | A cluster-randomized full factorial experiment assigns intact groups (clusters) rather than individuals to every possible combination of two or more experimental factors. All factor-level combinations are tested simultaneously, enabling estimation of both main effects and all interaction effects, while preserving the integrity of naturally occurring social or organizational units such as schools, clinics, or communities. | A blocked full factorial experiment tests every combination of all factor levels while grouping experimental runs into homogeneous blocks to isolate a known nuisance variable. This design preserves the power to detect all main effects and interactions of the factors of interest while preventing batch-to-batch, day-to-day, or machine-to-machine variability from inflating experimental error. |
| ScholarGateНабор от данни ↗ |
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