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13.342 Articles in journals published by the UPC
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Flexible quantile regression models: application to the study of the purple sea urchin

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Martínez-Silva, Isabel
Roca-Pardiñas, Javier
Lustres-Pérez, Vicente
Lorenzo-Arribas, Altea
Cadarso-Suárez, Carmen
Document typeArticle
Defense date2013
PublisherInstitut d'Estadística de Catalunya
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
Abstract
In many applications, it is often of interest to assess the possible relationships between covariates and quantiles of a response variable through a regression model. In some instances, the effects of continuous covariates on the outcome are highly nonlinear. Consequently, appropriate modelling has to take such flexible smooth effects into account. In this work, various flexible quantile regression techniques were reviewed and compared by simulation. Finally, all the techniques were used to construct the overall zone specific reference curves of morphologic measures of sea urchin Paracentrotus lividus (Lamarck, 1816) located in NW Spain
CitationMartínez-Silva, Isabel [et al.]. Flexible quantile regression models: application to the study of the purple sea urchin. "SORT", vol. 37, núm. 1, p. 81-94. 
URIhttp://hdl.handle.net/2099/13770
ISSN1696-2281
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