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<i>meta.shrinkage</i>: An R Package for Meta-Analyses for Simultaneously Estimating Individual Means

Meta-analysis is an indispensable tool for synthesizing statistical results obtained from individual studies. Recently, non-Bayesian estimators for individual means were proposed by applying three methods: the James–Stein (JS) shrinkage estimator, isotonic regression estimator, and pretest (PT) esti...

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Päätekijät: Nanami Taketomi, Hirofumi Michimae, Yuan-Tsung Chang, Takeshi Emura
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2022-01-01
Sarja:Algorithms
Aiheet:
statistical decision theory
isotonic regression
meta-analysis
pretest estimator
restricted parameters
shrinkage estimation
Linkit:https://www.mdpi.com/1999-4893/15/1/26
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