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Outlier Robust Analysis of Economic Time Series [Kõva köide]

  • Formaat: Hardback, 256 pages, kõrgus x laius: 234x156 mm
  • Sari: Advanced Texts in Econometrics
  • Ilmumisaeg: 14-Jul-2011
  • Kirjastus: Oxford University Press Inc
  • ISBN-10: 0199247013
  • ISBN-13: 9780199247011
Teised raamatud teemal:
Outlier Robust Analysis of Economic Time Series
  • Formaat: Hardback, 256 pages, kõrgus x laius: 234x156 mm
  • Sari: Advanced Texts in Econometrics
  • Ilmumisaeg: 14-Jul-2011
  • Kirjastus: Oxford University Press Inc
  • ISBN-10: 0199247013
  • ISBN-13: 9780199247011
Teised raamatud teemal:
This is a concise introduction to the literature on the statistical analysis of atypical observations in economic and financial time series. It shows how statistical techniques usually applied to cross-sectional data can be applied to time series in order to avoid the use of inappropriate models.

About the Series
Advanced Texts in Econometrics is a distinguished and rapidly expanding series in which leading econometricians assess recent developments in such areas as stochastic probability, panel and time series data analysis, modeling, and cointegration. In both hardback and affordable paperback, each volume explains the nature and applicability of a topic in greater depth than possible in introductory textbooks or single journal articles. Each definitive work is formatted to be as accessible and convenient for those who are not familiar with the detailed primary literature.
PART I: OUTLIER ROBUST TIME SERIES ANALYSIS;
1. Introduction;
2.
Outliers;
3. Effects of Outliers;
4. Outlier Robustness;
5. Outlier Robust
Estimation;
6. Choosing and Using a Robust Estimator;
7. Outlier Robust Model
Selection and Evaluation; PART II: TOPICS IN OUTLIER ROBUST ANALYSIS OF
ECONOMIC TIME SERIES;
8. Univariate Outlier Robust Unit Root Testing;
9.
Multivariate Outlier Robust Unit Root Testing;
10. Outlier Robust Modeling of
Volatility;
11. Extensions and Concluding Remarks