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Modeling Dependence in Econometrics 2014 Edition
Contributor(s): Huynh, Van-Nam (Editor), Kreinovich, Vladik (Editor), Sriboonchitta, Songsak (Editor)
ISBN: 3319033948     ISBN-13: 9783319033945
Publisher: Springer
OUR PRICE:   $208.99  
Product Type: Paperback
Published: December 2013
Qty:
Additional Information
BISAC Categories:
- Computers | Intelligence (ai) & Semantics
- Business & Economics | Econometrics
- Technology & Engineering | Engineering (general)
Dewey: 006.3
Series: Advances in Intelligent Systems and Computing
Physical Information: 1.21" H x 6.14" W x 9.21" (1.81 lbs) 575 pages
 
Descriptions, Reviews, Etc.
Publisher Description:

In economics, many quantities are related to each other. Such economic relations are often much more complex than relations in science and engineering, where some quantities are independence and the relation between others can be well approximated by linear
functions. As a result of this complexity, when we apply traditional statistical techniques - developed for science and engineering - to process economic data, the inadequate treatment of dependence leads to misleading models and erroneous predictions. Some economists even blamed such inadequate treatment of dependence for the 2008 financial crisis.

To make economic models more adequate, we need more accurate techniques for describing dependence. Such techniques are currently being developed. This book contains description of state-of-the-art techniques for modeling dependence and economic applications of
these techniques. Most of these research developments are centered around the notion of a copula - a general way of describing dependence in probability theory and statistics. To be even more adequate, many papers go beyond traditional copula techniques and
take into account, e.g., the dynamical (changing) character of the dependence in economics.