ScholarGate
Асистент

Сравнение на методи

Прегледайте избраните методи един до друг; редовете с разлики са откроени.

Клъстерно рандомизиран факторен експеримент×Дробен факториален експеримент×
ОбластПланиране на експериментаПланиране на експеримента
СемействоProcess / pipelineProcess / pipeline
Година на възникване1990s (formalized in group-randomized trial literature)1945 (Finney); broader development 1950s–1970s by Box, Hunter
СъздателDavid M. Murray and colleagues; Allan Donner & Neil KlarD. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
ТипExperimental designQuantitative experimental design
Основополагащ източникMurray, D. M. (1998). Design and Analysis of Group-Randomized Trials. Oxford University Press. ISBN: 978-0195120912Box, 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 названияcluster-randomized factorial design, group-randomized factorial trial, CRT factorial, clustered factorial experimentfractional factorial design, FFD, 2^(k-p) design, fractional replication
Свързани54
РезюмеA 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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

Към търсенето Изтегляне на слайдове

ScholarGateСравнение на методи: Cluster Randomized Factorial Experiment · Fractional Factorial Experiment. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare