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Мета-регресионен мета-анализ×Мрежов мета-анализ×
ОбластНаукометрияСинтез на доказателства
СемействоProcess / pipelineProcess / pipeline
Година на възникване1993–19992002
СъздателStephen G. Thompson & Simon J. Sharp (systematic framework); earlier work by Berlin, Longnecker & Greenland (1993)Lumley (2002)
ТипQuantitative evidence synthesis with covariate modelingMethod
Основополагащ източникThompson, S. G., & Sharp, S. J. (1999). Explaining heterogeneity in meta-analysis: a comparison of methods. Statistics in Medicine, 18(20), 2693–2708. DOI ↗Lumley, T. (2002). Network meta-analysis for indirect treatment comparisons. Statistics in Medicine, 21(16), 2313–2324. DOI ↗
Други названияmeta-regression, meta-analytic regression, weighted regression meta-analysis, MR-MAMixed Treatment Comparison, MTC, Indirect Comparison Meta-Analysis
Свързани41
РезюмеMeta-regression-based meta-analysis extends standard meta-analysis by fitting a weighted regression model in which study-level characteristics (moderators) predict observed effect sizes. Rather than simply pooling effects, this approach asks why effects vary across studies — linking heterogeneity in outcomes to differences in population, intervention, design, or measurement features. It is the primary tool for explaining between-study variance in quantitative evidence synthesis.Network meta-analysis (NMA) is a systematic method for comparing multiple interventions simultaneously within a single analytical framework, incorporating both direct evidence (head-to-head trials) and indirect evidence (comparisons via common comparators). First formalized by Lumley in 2002, NMA allows researchers to rank treatments and quantify comparative effectiveness even when some treatment pairs have never been directly studied.
ScholarGateНабор от данни
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  3. PUBLISHED
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ScholarGateСравнение на методи: meta-regression-based meta-analysis · Network Meta-Analysis. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare