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Davino, Cristina

Quantile Regression: Theory and Applications

Davino, Cristina - Quantile Regression: Theory and Applications, e-bok

82,60€

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ISBN: 9781118752715
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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 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 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 application, illustrating how
  • Offers 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.

Nyckelord: Regression Analysis, quantile regression, quantile regression theory, quantile regression applications, quantile regression models, interpreting quantile regression models, implementing quantile regression models, quantile regression methods, quantile regression diagnostic tools

Författare
 
 
Utgivare
John Wiley and Sons, Inc.
Utgivningsår
2013
Språk
en
Utgåva
1
Serie
Wiley Series in Probability and Statistics
Sidantal
288 sidor
Kategori
Naturvetenskaper
Format
E-bok
eISBN (ePUB)
9781118752715
Tryckt ISBN
9781119975281

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