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丛 书 名:Studies in Computational Intelligence
版本说明:1st ed. 2017
I S B N:(纸本) 9783319507415
出 版 社:Springer International Publishing
出 版 年:2017年
学科分类:020209[经济学-数量经济学] 02[经济学] 0202[经济学-应用经济学]
摘 要: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.