Reference effect measures for quantifying, comparing and visualizing variation from random and fixed effects in non-normal multilevel models, with applications to site variation in medical procedure use and outcomes

Abstract Background Multilevel models for non-normal outcomes are widely used in medical and health sciences research. While methods for interpreting fixed effects are well-developed, methods to quantify and interpret random cluster variation and compare it with other sources of variation are less e...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
Main Authors: Thomas J. Glorioso, Gary K. Grunwald, P. Michael Ho, Thomas M. Maddox
Format: Artigo
Jezik:Inglês
Izdano: BMC 2018-07-01
Serija:BMC Medical Research Methodology
Teme:
Facility variation
Generalized linear mixed model
Hierarchical model
Hospital variation
Interval odds ratio
Median odds ratio
Online dostop:http://link.springer.com/article/10.1186/s12874-018-0517-7
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki