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Msaidizi

Linganisha mbinu

Pitia mbinu ulizochagua bega kwa bega; safu zinazotofautiana zinaangaziwa.

Jaribio la Kikundi cha Randomized lenye Mikono Mingi×Jaribio la mikono mingi×
NyanjaMuundo wa MajaribioMuundo wa Majaribio
FamiliaProcess / pipelineProcess / pipeline
Mwaka wa asili1990s–2000s (systematic formalization)1990s–2000s (clinical formalization); multi-arm concept implicit in ANOVA-era factorial designs
MwanzilishiBuilding on cluster randomization (Donner & Klar) and multi-arm trial methods developed in clinical and public health researchDeveloped within clinical trials methodology; formalized by Parmar, Royston and colleagues (UK MRC CTU, early 2000s)
AinaExperimental designExperimental design
Chanzo asiliaDonner, A., & Klar, N. (2000). Design and Analysis of Cluster Randomization Trials in Health Research. Arnold. ISBN: 978-0340691533Royston, P., Parmar, M. K. B., & Qian, W. (2003). Novel designs for multi-arm clinical trials with survival outcomes with an application in ovarian cancer. Statistics in Medicine, 22(14), 2239–2256. DOI ↗
Majina mbadalamulti-arm cluster RCT, cluster-randomized multi-group trial, multi-arm group-randomized trial, CRCT multi-armmulti-arm trial, multiple-arm experiment, multi-group experiment, many-arm design
Zinazohusiana65
MuhtasariA cluster randomized multi-arm experiment assigns intact groups — such as schools, clinics, or villages — rather than individuals to three or more experimental conditions simultaneously. Randomization occurs at the cluster level to prevent contamination between arms, while the multi-arm structure allows simultaneous evaluation of several interventions against a common control or each other, improving efficiency over a series of two-arm studies.A multi-arm experiment simultaneously compares three or more treatment or intervention conditions — each called an arm — against a shared control or against one another. By testing multiple alternatives in a single study, it yields more information per participant than running separate two-group experiments sequentially, while controlling the overall Type I error rate through pre-specified comparison strategies.
ScholarGateSeti ya data
  1. v1
  2. 2 Vyanzo
  3. PUBLISHED
  1. v1
  2. 2 Vyanzo
  3. PUBLISHED

Nenda kwenye utafutaji Pakua slaidi

ScholarGateLinganisha mbinu: Cluster Randomized Multi-Arm Experiment · Multi-arm experiment. Imepatikana 2026-06-17 kutoka https://scholargate.app/sw/compare