Quantile regression: theory and applications

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A guide to the implementation and interpretation of Quantile Regression models This book explores the theory and numerous applications of quantile regression, offering empirical data analysis as well as the software tools to implement the methods. The main focus of this book is to provide the rea...

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Detalles Bibliográficos
Autores principales: Davino, Cristina, Furno, Marilena, Vistocco, Domenico
Lenguaje:eng
Publicado: Wiley 2013
Materias:
Mathematical Physics and Mathematics
Acceso en línea:http://cds.cern.ch/record/1625632
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author Davino, Cristina
Furno, Marilena
Vistocco, Domenico
author_facet Davino, Cristina
Furno, Marilena
Vistocco, Domenico
author_sort Davino, Cristina
collection CERN
description A guide to the implementation and interpretation of Quantile Regression models This book explores the theory and numerous applications of quantile regression, offering empirical data analysis as well as the software tools to implement the methods. The main focus of this book is to provide the reader with a comprehensivedescription of the main issues concerning quantile regression; these include basic modeling, geometrical interpretation, estimation and inference for quantile regression, as well as issues on validity of the model, diagnostic tools. Each methodological aspect is explored and
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institution Organización Europea para la Investigación Nuclear
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publishDate 2013
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spelling cern-16256322021-04-21T21:41:45Zhttp://cds.cern.ch/record/1625632engDavino, CristinaFurno, MarilenaVistocco, DomenicoQuantile regression: theory and applicationsMathematical Physics and Mathematics A guide to the implementation and interpretation of Quantile Regression models This book explores the theory and numerous applications of quantile regression, offering empirical data analysis as well as the software tools to implement the methods. The main focus of this book is to provide the reader with a comprehensivedescription of the main issues concerning quantile regression; these include basic modeling, geometrical interpretation, estimation and inference for quantile regression, as well as issues on validity of the model, diagnostic tools. Each methodological aspect is explored and Wileyoai:cds.cern.ch:16256322013
spellingShingle Mathematical Physics and Mathematics
Davino, Cristina
Furno, Marilena
Vistocco, Domenico
Quantile regression: theory and applications
title Quantile regression: theory and applications
title_full Quantile regression: theory and applications
title_fullStr Quantile regression: theory and applications
title_full_unstemmed Quantile regression: theory and applications
title_short Quantile regression: theory and applications
title_sort quantile regression: theory and applications
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1625632
work_keys_str_mv AT davinocristina quantileregressiontheoryandapplications
AT furnomarilena quantileregressiontheoryandapplications
AT vistoccodomenico quantileregressiontheoryandapplications

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