bokomslag Robustness in Econometrics
Data & IT

Robustness in Econometrics

Vladik Kreinovich Songsak Sriboonchitta Van-Nam Huynh

Inbunden

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  • 705 sidor
  • 2017
This book presents recent research on robustness in econometrics. Robust data processing techniques i.e., techniques that yield results minimally affected by outliers and their applications to real-life economic and financial situations are the main focus of this book. The book also discusses applications of more traditional statistical techniques to econometric problems. Econometrics is a branch of economics that uses mathematical (especially statistical) methods to analyze economic systems, to forecast economic and financial dynamics, and to develop strategies for achieving desirable economic performance. In day-by-day data, we often encounter outliers that do not reflect the long-term economic trends, e.g., unexpected and abrupt fluctuations. As such, it is important to develop robust data processing techniques that can accommodate these fluctuations.
  • Författare: Vladik Kreinovich, Songsak Sriboonchitta, Van-Nam Huynh
  • Illustratör: Bibliographie
  • Format: Inbunden
  • ISBN: 9783319507415
  • Språk: Engelska
  • Antal sidor: 705
  • Utgivningsdatum: 2017-02-20
  • Förlag: Springer International Publishing AG