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

<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...

Full description

Bibliographic Details
Main Authors: Nanami Taketomi, Hirofumi Michimae, Yuan-Tsung Chang, Takeshi Emura
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Algorithms
Subjects:
statistical decision theory
isotonic regression
meta-analysis
pretest estimator
restricted parameters
shrinkage estimation
Online Access:https://www.mdpi.com/1999-4893/15/1/26

Internet

https://www.mdpi.com/1999-4893/15/1/26

Similar Items