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High quantile regression for extreme events

For extreme events, estimation of high conditional quantiles for heavy tailed distributions is an important problem. Quantile regression is a useful method in this field with many applications. Quantile regression uses an L (1)-loss function, and an optimal solution by means of linear programming. I...

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Detalles Bibliográficos
Autores principales: Huang, Mei Ling, Nguyen, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010368/
https://www.ncbi.nlm.nih.gov/pubmed/32104645
http://dx.doi.org/10.1186/s40488-017-0058-3