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বেয়েশীয় নেস্টেড কেস-কন্ট্রোল স্টাডি×নেস্টেড কেস-কন্ট্রোল স্টাডি×
ক্ষেত্রমহামারীবিদ্যামহামারীবিদ্যা
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর1977 (nested case-control); Bayesian adaptation developed through 1990s–2010s1973–1977
প্রবর্তকNested case-control: D. C. Thomas (1977); Bayesian extension: various authors in biostatisticsNathan Mantel (1973); D. C. Thomas (1977 formalization)
ধরনObservational analytical study design with Bayesian inferenceHybrid observational study design
মৌলিক উৎসThomas, D. C. (1977). Addendum to: Methods of cohort analysis: Appraisal by application to asbestos mining. Journal of the Royal Statistical Society, Series A, 140(4), 469–491. link ↗Thomas, D. C. (1977). Addendum to: Methods of cohort analysis: Appraisal by application to asbestos mining. Journal of the Royal Statistical Society, Series A, 140(4), 469–491. link ↗
অপর নামBayesian NCC, Bayesian nested case-referent study, Bayesian sampled case-control within cohortNCC study, nested CC design, case-control within cohort, density sampling case-control
সম্পর্কিত56
সারসংক্ষেপA Bayesian nested case-control study embeds a case-control sampling scheme within a defined prospective cohort and then estimates exposure-outcome associations using Bayesian inference. Cases are individuals in the cohort who develop the outcome of interest; controls are sampled from the risk set at the time each case is identified. The Bayesian framework allows incorporation of prior knowledge — from earlier studies, expert opinion, or biological plausibility — and produces full posterior distributions for effect estimates rather than single-point estimates with confidence intervals.A nested case-control study is an efficient observational design embedded within a defined cohort. For each participant who develops the outcome of interest (a case), a small number of matched controls are sampled from those still at risk at the same point in time. This density-sampling strategy yields odds ratios that approximate incidence-rate ratios from the full cohort at a fraction of the data-collection cost — making it the preferred alternative when measuring exposures for all cohort members would be prohibitively expensive or technically demanding.
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ScholarGateপদ্ধতির তুলনা করুন: Bayesian nested case-control · Nested case-control. 2026-06-15 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare