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क्षेत्रप्रयोगात्मक अभिकल्पप्रयोगात्मक अभिकल्प
परिवारProcess / pipelineProcess / pipeline
उद्भव वर्ष1990s–2000s (systematic formalization)1990s–2000s (clinical formalization); multi-arm concept implicit in ANOVA-era factorial designs
प्रवर्तकBuilding 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)
प्रकारExperimental designExperimental design
मौलिक स्रोतDonner, 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 ↗
उपनामmulti-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
संबंधित65
सारांशA 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.
ScholarGateडेटासेट
  1. v1
  2. 2 स्रोत
  3. PUBLISHED
  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Cluster Randomized Multi-Arm Experiment · Multi-arm experiment. 2026-06-17 को यहाँ से प्राप्त https://scholargate.app/hi/compare