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The PIT-trap—A “model-free” bootstrap procedure for inference about regression models with discrete, multivariate responses

Bootstrap methods are widely used in statistics, and bootstrapping of residuals can be especially useful in the regression context. However, difficulties are encountered extending residual resampling to regression settings where residuals are not identically distributed (thus not amenable to bootstr...

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Detalles Bibliográficos
Autores principales: Warton, David I., Thibaut, Loïc, Wang, Yi Alice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5524334/
https://www.ncbi.nlm.nih.gov/pubmed/28738071
http://dx.doi.org/10.1371/journal.pone.0181790