Prediction models for clustered data with informative priors for the random effects: a simulation study

Abstract Background Random effects modelling is routinely used in clustered data, but for prediction models, random effects are commonly substituted with the mean zero after model development. In this study, we proposed a novel approach of including prior knowledge through the random effects distrib...

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Bibliographic Details
Main Authors: Haifang Ni, Rolf H. H. Groenwold, Mirjam Nielen, Irene Klugkist
Format: Article
Language:English
Published: BMC 2018-08-01
Series:BMC Medical Research Methodology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12874-018-0543-5