Téléchargez le livre : Quantile Regression

Quantile Regression

Estimation and Simulation, Volume 2 de

,

Éditeur :

Wiley


Collection :

Wiley Series in Probability and Statistics

Paru le : 2018-07-18

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Description

Contains an overview of several technical topics of Quantile Regression 
Volume two of Quantile Regression offers an important guide for applied researchers that draws on the same example-based approach adopted for the first volume. The text explores topics including robustness, expectiles, m-quantile, decomposition, time series, elemental sets and linear programming. Graphical representations are widely used to visually introduce several issues, and to illustrate each method. All the topics are treated theoretically and using real data examples. Designed as a practical resource, the book is thorough without getting too technical about the statistical background.
The authors cover a wide range of QR models useful in several fields. The software commands in R and Stata are available in the appendixes and featured on the accompanying website. The text: Provides an overview of several technical topics such as robustness of quantile regressions, bootstrap and elemental sets, treatment effect estimators Compares quantile regression with alternative estimators like expectiles, M-estimators and M-quantiles Offers a general introduction to linear programming focusing on the simplex method as solving method for the quantile regression problem Considers time-series issues like non-stationarity, spurious regressions, cointegration, conditional heteroskedasticity via quantile regression Offers an analysis that is both theoretically and practical Presents real data examples and graphical representations to explain the technical issues
Written for researchers and students in the fields of statistics, economics, econometrics, social and environmental science, this text offers guide to the theory and application of quantile regression models.  
Pages
320 pages
Collection
Wiley Series in Probability and Statistics
Parution
2018-07-18
Marque
Wiley
EAN papier
9781118863596
EAN PDF
9781118863640
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
320
Taille du fichier
7332 Ko
Prix
92,79 €
EAN EPUB
9781118863602
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
320
Taille du fichier
20572 Ko
Prix
92,79 €

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