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A Monte Carlo simulation study comparing linear regression, beta regression, variable-dispersion beta regression and fractional logit regression at recovering average difference measures in a two sample design

BACKGROUND: In biomedical research, response variables are often encountered which have bounded support on the open unit interval - (0,1). Traditionally, researchers have attempted to estimate covariate effects on these types of response data using linear regression. Alternative modelling strategies...

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Detalles Bibliográficos
Autores principales: Meaney, Christopher, Moineddin, Rahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3999882/
https://www.ncbi.nlm.nih.gov/pubmed/24461057
http://dx.doi.org/10.1186/1471-2288-14-14