Quantile Regression : Theory and Applications Hardback
by Cristina (Dipartimento degli Studi sullo Sviluppo Economico University of Macerata, Italy) Davino, Marilena (Dipartimento di Scienze Economiche University of Cassino, Italy) Furno, Domenico (Dipartimento di Scienze Economiche University of Cassino, Italy) Vistocco
Part of the Wiley Series in Probability and Statistics series
Hardback
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 comprehensive description 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 followed by applications using real data. Quantile Regression: Presents a complete treatment of quantile regression methods, including, estimation, inference issues and application of methods. Delivers a balance between methodolgy and applicationOffers an overview of the recent developments in the quantile regression framework and why to use quantile regression in a variety of areas such as economics, finance and computing. Features a supporting website (www.wiley.com/go/quantile_regression) hosting datasets along with R, Stata and SAS software code. Researchers and PhD students in the field of statistics, economics, econometrics, social and environmental science and chemistry will benefit from this book.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:288 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:13/12/2013
- Category:
- ISBN:9781119975281
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:288 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:13/12/2013
- Category:
- ISBN:9781119975281
