Data & IT
Pocket
Robustness in Econometrics
Vladik Kreinovich • Songsak Sriboonchitta • Van-Nam Huynh
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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.
- Format: Pocket/Paperback
- ISBN: 9783319844800
- Språk: Engelska
- Antal sidor: 705
- Utgivningsdatum: 2018-07-13
- Förlag: Springer International Publishing AG